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• Moss INTEGRATLONS / LANGCHAJ Moss + LangChain Real-time Retrevattor Langenain agents About LangChain Why Use Moss with LangChain gent-Ready loo tebooks and async agent loop Quick Start Get Started in 3 Steps Frequently asked questions Can I use Mo How does Moss comnare to l anaChain's hi Ready to ship faster Al products? Moss dives vou production-readv semantic retrieval without infrastructure complexitu I Moss

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a Moss Works with Your Stack Drop-in sub-10ms semantic search for the frameworks and platforms you already use. Install the SDK, create an index, and start querying in minutes. Agent Framework DSPy AI SDK Vercel AI SDK Voice Platform Livekit Pipecat VAPI ElevenLabs Docs Platform Protocol MCP Server exposes Moss as a Model Context Web Framework ② Next.is Eliminate latency from your Al stack so ms retrevat ror volce al, coplots, ana real-tre syste I Moss USE CASES

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Brand Guidelines

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• Moss PRODUCT USE CASES RESOURCES Start Free → Moss Brand Guidelines Assets ana usage rules Tor representing Moss accurately across product, docs, and partner material. Moss wordmark The wordmark is the primary identifier and should be used I Moss la Moss Moss logo logomark can stand in for the wordmark. Use judgment based on the audience, since the wordmark carries more recognition outside developer contexts. Moss Icon For avatars, favicons, and anywhere a 'chip' treatment is required, use the icon witn an appropriate corner radius Don't approximate it by cropping the logomark. Colors Stone #F1F1F1 RGB 241, 241, 241 RGB 252, 254,232 Frost #DB-OEO RGB 219, 240, 224 Moss runs on a neutral foundation. Stone and Peat carry surfaces and type. Moss and Mint are accents, reserved tor nignugnts ana small empnasis areas rainer tnan large fields. Peat #0F1410 RGB 15, 20, 16 Mint Moss RGB 171, 230, 199 #5C8A5C RGB 92, 138, 92 La Moss PRODUCT USE CASES AI COPILOTS VERCEL AI SDK laLk to Moss Agel © 2026 MOSS TERMS OF SERVICE A TRUST CENTER A

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Blog Feed

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I Moss PRODUCTI USE CASES RESOURCES PRICING & usemoss Start Free → Moss Blog Press Why We Built a Search Runtime in Rust and Compiled It to WebAssembly RUST WASN September 25 BUILT WITH MOSS Moss +As How Aside Powers Persistent Al Why Al Infrastructure Is Moving Memory Across 80,000+ Into the Runtime Devices Case Study September 23 Building Voice Al That Feels Human: A Latency Budget Breakdown Engineering August 19 The Production Al Stack: A Reference Architecture for Real- Time Al Systems We Built a Voice Al Agent for Our Website. Then Other Companies Started Asking for It. RAG What Happens When You Remove the Network Hop from July 18 FIOOUCT vane 1e March 17 The Retrieval Latency Tax: Why Your Al Agent Feels Slow (And It's Not the LLM) March 17 We Spent a Decade Making Al Feel Instant. Here's What We Learned. March 10 Eliminate latency from your Al stack <10 ms retrieval for voice Al, copilots, and real-time systems. Talk to an Engineer No credit card required • Deploy in minutes I Moss MOSS INFERENCE USE CROES VOICE AI AI COPILOTS IN-APP SEARCH ON-DEVICE AI COMPRINT BLOG BRAND KIT RESOURCES DOCS INIEGRAILORS ELEVENLABS LIVEKIT MCP SERVER NEXT. JS. VERCEL AI SDK Talk to Moss Agent © 2026 MOSS TERMS OF SERVICE A TRUST CENTER >

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- Moss PRODUCT USE CASES RESOURCES PRICING * usemos Pricing Start free and scale as you grow. Moss Portal Founding Agent Developer HObbyIS. $30 m0 Perfect for getting started ror growing teams v S5 / month free credits • Build & Index datasets * Unlimited local queries • Shared intra y Community suppor: • Continuous Sync Enging v Unlimited Projects & v 3 concurrent sessions • File uploads & downloads v Higher Ingest + storage Let started Start Free → Custom Custom solutions for lalge organizatons White-glove orboarding V99.9% SL v Single sign-on (SSO) v 24/7 Slack support V SOC2 & HIPAA Book a demo → Price Developer 500 MB 50 MB / mo 60 / mo Hobbyist $30 / mo 2G8 500 MB / mo 250 / mo Unlimited Unumiteo $200 mo For scating ousinesses • 100 concurent sessions • Email support Get started → Request a trial → Startup $200 / mo 10 GB S GBY mc 500 GB / m Enterprise Custom Custom Custom Custom Unlimited Dedicated Pay-as-you- $1.50 / GB-mo $0.03 / MB $0.09 / GE 0.05/ mir Standard / BYO embedding HQ / HP embedding models SOC 2 HIPAA Data residency / VPC deploy Email Shared Slack Eliminate latency from your Al stack <10 ms retrieval for voice Al, copilots, and real-time systems. a Moss EX0@ PRODUCT FOUNDING AGENT MOSS INFERENCE USE CASES VOICE AI AI COPILOTS IN-APP SEARCH CUMPANY PRICING BLOG RESOURCES DOCS 8 2020 mUS IRTEGRATLONS DSPY NEXT. JS. PLPELAI VERCEL AL SDR CENTER

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Use Cases

Features

Marketing

J] Moss PRODUCT USE CASES RESOURCES PRICING usemoss | Start Free > VOICE AI Semantic Search Sure! | see you're booked with Dr. Chen, Thursday fo r at 2pm. What day works better for you? V ic Nh g nts Does next Tuesday work? From voice agents to Al copilots, Moss gives your product <1Oms semantic retrieval without I need to reschedule my appointment Yes, Tuesday at 2pm is open. Want me to move it there? Yes, please. managing vector infrastructure. v Rescheduled to Tuesday, 2pm Explore Docs P99 retrieval latency network round-trips faster than cloud vector DBs Your voice agent needs context in under 10 milliseconds. Network round-trips to cloud vector databases add 300-900ms of dead air. Moss runs retrieval locally, inside your agent runtime, so your agent responds without the pause. THE PROBLEM Dead air kills voice Traditional RAG sends retrieval over the network to Pinecone or Qdrant — and round-trips mean silence. Users notice gaps as short as 200ms. The LLM was never the bottleneck. Retrieval is. How Moss Solves This \ \ / \ Local retrieval, zero network hops \ 1 1 Moss runs search inside your agent runtime. No / network round-trip to a cloud database. Retrieval aN L completes in under 10ms, locally. Built for streaming conversation O-O O- O Designed for the real-time loop of ASR, retrieval, LLM, and TTS. Moss fits into the critical path without adding perceptible latency. Works with every voice stack Drop-in integration with LiveKit, Pipecat, VAPI, ElevenLabs, and Hume Al. Install the SDK and start querying in minutes. Ship real-time retrieval in minutes Explore docs > Python TypeScript ita) from moss import MossClient client = MossClient(PROJECT_ID, PROJECT_KEY) docs = [{ "text": "How do I track my order?" }] await client.add_docs("my-index", docs) Freq uently asked How does Moss achieve sub-10ms retrieval for voice v questions wen’ Which voice agent frameworks does Moss integrate with? Can Moss handle real-time conversation workloads? v Does Moss work offline for voice agents? Vv How does Moss compare to Pinecone or Qdrant for voice agent retrieval? Ready to ship faster Al products? Moss gives you production-ready semantic retrieval without infrastructure complexity. Test performance > Talk to an Engineer Moss PRODUCT USE CASES COMPANY RESOURCES INTEGRATIONS

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Marketing

J] Moss PRODUCT USE CASES RESOURCES PRICING usemoss Start Free > Backed by [M@ Combinator Answer every website visitor. Talk only to the ones ready to buy. Founding Agent is a voice Al agent that answers questions, qualifies buyers, and books meetings 24/7. Even while your team sleeps. Live on your own website in 15 minutes wy Talk to Moss Agent Academy of a Live career training Every website gets traffic. Very few start conversations. Visitors have questions. Already answering visitors for @ Jamin a Founding Agent answers them instantly. No forms. No waiting. Just a conversation. Every answer you'd give. Available 24/77. Founding Agent learns: YOUR PRODUCT YOUR PRICING YOUR DOCUMENTATION YOUR CASE STUDIES Visitors can ask anything. And get an answer immediately. Turn website visitors into qualified meetings. @ Founding Agent Q T Customer stories B FAQ @ Pricing 2 Which plan is best for a team of 10, and what's included? For a 10-person team, the Pro plan is the best fit. It includes unlimited projects, team collaboration, advanced integrations, and priority support. You can upgrade anytime as your team grows. Not every visitor is ready to buy. Founding Agent handles the early conversations so your team can focus on the people who are. Less time answering questions. More time closing deals. Conversations Demo booked Intent 4AN i=) 140 52 © Browsing (53%) @Researching (31%) Evaluating (9%) Conversations Intent Score Visitor asked about financial assistance. Customer inquired about premium subscription benefits. User requested a demo of the new software update. Visitor wanted to know about refund policies. Client expressed interest in bulk purchase discounts. Prospect asked about integration with third-party apps. Don't take our word for it. Talk to it yourself. Founding Agent is running on this website. Ask about pricing. Ask about integrations. Ask about implementation. It answers like a member of our team. Why Founding Agent? Not a fit Evaluating Ready to buy Browsing Ready to buy Evaluating Ready to buy v Evaluating Researching v Browsing Support Not a fit Score @ Score 5 Score 8 Score 3 Score 9 Score 7 MOSS FOUNDING AGENT “WHAT'S YOUR P99 RETRIEVAL LATENCY?” OY + Live before your next sales call Speaks like you Sub-10ms under the hood Trained on your website, documentation, FAQs, sales calls, and customer conversations. No delays. No awkward pauses. Just conversation-speed answers. It doesn't sound like a chatbot. It sounds like your team. What people are saying. Add Founding Agent to your website and launch. No complex setup. No Al team required. “I've always believed that the right form factor for an Al inbound SDR is actually audio, and now @usemoss has finally shipped it.” Peter Kazanijy Author of Founding Sales, 3x exited founder “The sub-10ms retrieval time is a massive game-changer. Standard chat widgets always feel like a chore to use, but a lag-free voice agent actually makes talking to a website sound seamless. Excited to see this roll out!” Nijansh Cofounder & CMO, Heizen. IIT Madras + ISB “Ha this is pretty sweet. Like being able to “whoa, this is cool” sit with the person that built the product and ask them about it” Dylan Mikus Feifan Zhou Founder, Amika Founder, Lore. Prev Stripe “Such a great product!” “this is genuinely so exciting” hudson arman Founder, The Hog Cofounder, The Context Company Perfect for teams that answer the El Inpenentation same questions Sounding conversation automatically. eve ry d ay. Your team joins when it's time to move forward. Available 24/7. Your website doesn't sleep. Neither does Founding Agent. Live on your own website in 15 minutes © Talk to Moss Agent I] Moss Hxoea PRODUCT USE CASES COMPANY RESOURCES INTEGRATIONS VERCEL AI SDK 2026 Moss Talk to Moss Agent, oF SERVICE 7 TRUST CENTER 7

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J] Moss PRODUCT USE CASES RESOURCES PRICING usemoss | Start Free > Backed by Combinator MOSS FOUNDING AGENT Your Voice Al breaks when retrieval is slow. Get <10 ms search with no vector databases and no latency bottlenecks. Runs directly in browser, edge, device, or cloud. “HOW DO I CUT VOICE AI LAG?” Run a Latency Test > Talk to an Engineer Used in production by teams building real-time Al systems CodeRabbit Aside zomato © Browser Use @ Pod Built for real-time Al systems at scale <4 ms 18M+ 35% End-to-end retrieval Conversational minutes Local execution served Up to 100x faster than vector Powering production voice Al at Index and query offline with no DBs scale external vector DB required RETHINKING RETRIEVAL Why Moss is fundamentally different Replace your vector Run search where your database Al runs Retrieve in <10 ms No external retrieval layer. No Browser. Edge. Device. Cloud. Enable real-time conversational network hops. Eliminate latency Deploy where performance experiences. No lag. No at the source. matters most. infrastructure overhead. Combinator “this is the layer voice agents were missing.” &§ Garry Tan CEO, Y Combinator USE CASES 1 1 For systems where retrieval is on the critical path and Bu | lt for real u me Al latency directly impacts user experience. applications Q) Voice Agent J} Al Copilots Q_In-App Search Ch On-Device Al Q) Voice Agent Al Copilots Real-time context, no awkward pauses Retrieve the right context in milliseconds so every conversation stays natural. AI phone agents Customer support bots Scheduling assistants Build voice agents > BENCHMARKS Your bottleneck isn't your model. It's retrieval. Q_In-App Search On-Device Al I need to reschedule my appointment Sure! | see you're booked with Dr. Chen, Thursday at 2pm. What day works better for you? Does next Tuesday work? 4ms Yes, Tuesday at 2pm is open. Want me to move it there? Yes, please. vy Rescheduled to Tuesday, 2pm Query latency measured in milliseconds. Lower is better. Poo 597.6 3.1 Moss 5.4 351.8 ChromaDB — ee 538 5 Qdrant 77 | 432.6 Pinecone Benchmark run on 100K documents. Includes embedding inference and end-to-end retrieval latency. Ship real-time retrieval in minutes Add <10 ms retrieval to your Al stack in a few lines of code. Works with your existing LLM stack including LangChain and Vercel Al SDK. Explore docs > INTEGRATIONS Built for modern Al stacks View allintegrations > 500 750 1000 View benchmark script A e e Python TypeScript from moss import MossClient client = MossClient(PROJECT_ID, PROJECT_KEY) 5 docs = [{ "text": "How do I track my order?" }] await client.add_docs("my-index", docs) Drop Moss into your existing stack across voice, LLM frameworks, and frontend Al Voice Al LLM frameworks Frontend Al LE Livekit 8g Langchain A sVercel Al SDK Ms Pipecat fie DSPy Qg Next.js | | ElevenLabs @ MCP Server VitePress Freq uently asked Why is Moss faster than vector databases? v questions Do | still need Pinecone or other vector databases? Vv Why is Moss faster than vector databases? Vv q uestions Do | still need Pinecone or other vector databases? v Can Moss run fully on device or at the edge? Vv How does Moss reduce latency in production systems? Vv How does Moss handle data privacy and security? v What does Moss replace in my current stack? Vv How does Moss scale for high volume voice or Al workloads? How do | get started and test latency? v Eliminate latency from your Al stack <10 ms retrieval for voice Al, copilots, and real-time systems. Test performance Talk to an Engineer No credit card required = Deploy in minutes Production ready Moss PRODUCT USE CASES COMPANY RESOURCES INTEGRATIONS Talk to Moss Agent WO

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Billing

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Add payment method Enter your payment details below. All transactions are secure and encrypted. Card US bank account Cancel Save

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Empty State

Empty State, Billing & Subscription

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+ Go back PROJECT $3 Project Settings o* API Keys WORKSPACE General i Team • Billing Invoices ACCOUNT Profile • Payment • SaasFrame workspace Developer / D SaaSFrame ~ Payment Manage the card used for your workspace's billing Payment methods Add new No payment methods Add a Payment method to get started SaaSFrame …・・

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Billing

Modal, Text Input, Dropdown Menu, Billing & Subscription

Product

Add payment method Enter your payment details below. All transactions are secure and encrypted. Card e Secure, fast checkout with Link v Card number 1234 1234 1234 1234 Expiration date MM/ YY Country France VISA Security code CVC By providing your card information, you allow Moss to charge your card for future payments in accordance with their terms. US bank account Cancel Save

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Billing

Modal, Text Input, Usage-Based Billing

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Monthly spend limit Once your $5.00 monthly credit is used up, usage will be billed at pay- as-you-go rates and charged to this payment method. Set monthly ceiling limit $100 Changes take effect immediately Set to unlimited Set spend limit

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Checkout

Billing & Subscription, Text Input

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• Moss Developer Portal GENERAL do Projects L Analytics SETTINGS o API Keys O Usage $ Settings • SaaSFrame workspace Developer / • SaaSFrame • + Go back Subscribe to Hobbyist $30.00 per month + usage costs Pro-rated credit Remaining balance Subtotal Applied balance Add promotion code -$0.00 $30.00 $0.00 Total due today $30.00 SUPPORT • Docs Discord Need Enterprise? Contact us → For more detailed information on our plans and pricing, visit our pricing page → SaaSFrame ... Payment method Pay with • link OR Card US bank account Subscribe 1234

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Plans

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Developer Perfect for getting started Your Current Plan Free /mo + usage costs $5 / month free credits Build & index datasets Unlimited local queries Shared infra Community support Choose Your Plan For more detailed information on our plans and pricing, visit our pricing page. A Hobbyist For growing teams Start-Up Most Popular For scaling businesses Continue Continue → $30 /mo + usage costs $200 /mo + usage costs Everything in Developer and: / Continuous Sync Engine • Unlimited Projects & Indexes / Session replays (7 days) • File uploads & downloads Higher ingest + storage Everything in Hobbyist and: Hot Path Cloud Search / 100 concurrent sessions / Session replays (30 days) / Priority ingest & scheduling Email support Enterprise Custom solutions for large organizations Book a Demo Contact Us Custom scale & data volumes / White-glove onboarding V 99.9% SLA / Single sign-on (SSO) / 24/7 Slack support / SOC2 & HIPAA compliance

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Billing

Billing & Subscription, Usage-Based Billing, Usage Indicator, Text Input

Product

+ Go back PROJECT @ Project Settings o* API Keys WORKSPACE E General • Team Billing Invoices ACCOUNT g Profile • Payment • SaaSFrame workspace Developer / • SaaSFrame v Billing Manage your project subscription and view monthly usage. Developer Current Plan Upgrade Pay-AS-You-Go Enable Pay-As-You-Go to keep using Moss if you hit a limit. Add a payment method first $0.01 of $5.00 credit used Reset Nov 14 No limit Monthly spend limit No billable usage Set spend limit • SaaSFrame ... Plan limit Projects Indexes per Project Items per Index 1/1 1,000 Payment methods Add new No payment methods Add a Payment method to get started Invoice email recipient By default, all your invoices will be sent to the email address of the creator of your team. If you want to use a custom email address specifically for receiving invoices, enter it here. [email protected] Add more Save

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Team Members

List View, Avatar, Roles & Permissions, Upgrade Prompt

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- Go back PROJECT $3 Project Settings o* АРІ Keys • SaaSFrame workspace Developer Team Manage team members and invitations WORKSPACE 岩 General Team Billing Invoices ACCOUNT ® Profile • Payment Member • SaasFame Vou [email protected] SaaSFrame Upgrade to Invite team member Owner

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Settings

Settings & Preferences, Text Input, Copy to Clipboard, Delete

Product

+ Go back • SaaSFrame workspace Developer / • SaaSFrame v PROJECT $ Project Settings o* API Keys General Manage your workspace profile WORKSPACE General o Team Billing Invoices Team Avatar This is your team's avatar. Click on the avatar to upload a custom one from your files. ACCOUNT ® Profile • Payment Team Name This is your team's visible name. For example, the name of your company or department. SaaSFrame workspace 32 characters maximum. Save Workspace ID The unique identifier for this workspace. 353d57e9-23eb-4d0a-99eb-15d202f8b994 SaaSFrame Delete Workspace Permanently delete your workspace and all associated data. This action cannot be undone. Workspace deletion is not available vet. Contact support to delete vour workspace. Delete Workspace

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Usage

Charts, Metrics, Table, Date & Time Picker, Usage-Based Billing

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• Moss Developer Portal GENERAL Go Projects L Analytics SETTINGS * API Keys • Usage $3 Settings SUPPORT Docs Discord SaaSFrame ... • SaaSFrame workspace Developer Usage Usage metrics and activity across your projects All Projects Billing Period v Usage Trends 0.8 0.6 0.4 0.2 Oct 14 Invoices Oct 14, 2026 • Ingest| 10-14 • Egress • Storage Session minutes Text queries Resource • Storage • Monthly ingest • Monthly egress Total Accumulated Cycle Cost Usage Charge 288.3 KB / Unlimited $0.00 288.3 KB / Unlimited $0.01 101.2 KB / Unlimited $0.00 $0.01 Ingest 293.0KB 219.7KB 146.5KB 73.2KB OB 101.2 KB Session minutes No data found in this range カレ-OL

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Success

API Key, Modal, Alert, Copy to Clipboard, Toast Notification

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Keep your key safe Save and store this new key to a secure place, such as a password manager or secret store. You won't be able to see it again. New key moss_060с64аØ9a2 As env vars 0a9518b1676eb2 MOSS_PROJECT_ID=feaebfa2-f9ca-4b56-979b-73188cb14a1a MOSS_PROJECT_KEY=moss_060c64a09a2698ec920a9518b1676eb2 I've saved it Key created. Copy it now, it won't be shown again

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Add & Edit

API Key, Modal, Text Input

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Create a project key Grants full read/write access to this project's API. Name Optional label, e.g. prod server Add a name so you can identify your key. Cancel Create key

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Empty State

API Key, Empty State, Alert, Copy to Clipboard

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+ Go back • SaaSFrame workspace Developer • / • SaaSFrame v PROJECT * Project Settings API Keys API Keys Credentials for SaaSFrame WORKSPACE General & Team Billing $ Invoices Project ID Identifies your project on every API call Project ID feaebfa2-f9ca-4b56-979b-73188cb14a1a ACCOUNT ® Profile • Payment Project Keys These keys authenticate your servers against this project's API. + New key ① Keep these secure. Never expose a project key in client-side code. To rotate: create a new key, move your clients onto it, then delete the old one. This project has no keys yet. Create vour first kev to authenticate API requests. + Create key SaaSFrame CLI tokens Created by moss login. Each one acts as you, across all your projects. Run moss login to create one.

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Analytics

Charts, Metrics, Table, Date & Time Picker, Status Indicator

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a Moss Developer Portal GENERAL do Projects ~ Analytics SETTINGS o* API Keys • Usage ° Settings SUPPORT Docs # Discord • SaaSFrame ... • SaaSFrame workspace Developer / • SaaSFrame v Analytics Usage metrics and activity across your projects All Projects く Last 30 Days v Sep 14 - Oct 14 Overview Session minutes Storage Indexes 288.3 KB 2 Storage Trend 293.0 KB 219.7 KB 146.5 KB 73.2 KB • Egress • 2 succeeded ® 0 failed 10-14 • Ingest 0% Parse success Build Health 100% Success Rate Recent Activity • batches Time Operation Project Index Docs 4m ago Created SaaSFrame demo-customer_faqs 55 4m ago Confirmed SaaSFrame demo-customer_faqs 4m ago Init SaaSFrame demo-customer_faqs 55 8m ago Created SaaSFrame product-search-context 100 8m ago Confirmed SaaSFrame product-search-context 8m ago Init SaaSFrame product-search-context 100 Showing 6 of 6 0 files Sep 14, 2026 - Oct 14, 2026

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Delete

Confirmation Dialog, Modal, Alert, Text Input, Delete

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Delete Index? This permanently deletes demo-customer_faqs and its 55 documents. Queries against this index will start failing immediately. • Deleting demo-customer_faqs cannot be undone. To confirm, type the index name "demo-customer_faqs" Cancel Delete

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Settings

Copy to Clipboard, Alert, Delete, Settings & Preferences

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a Moss Developer Portal GENERAL Projects ~ Analytics SETTINGS • API Keys O Usage ô3 Settings SUPPORT Docs Discord SaaSFrame • SaaSFrame workspace Developer • SaaSFrame • * demo-customer_faqs • Overview • Documents f Sources • Playground # Connect & Settings API Access Credentials for accessing this index via the АРІ Project ID feaebfa2-f9ca-4b56-979b-73188cb14ala Index name demo-customer_faqs • Project keys are managed in API keys. Delete Index Permanently deletes demo-customer_faqs and its 55 documents. Queries against this index will start failing immediately. This cannot be undone. 口 Delete

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Integrations

Code Snippet, Copy to Clipboard, Dropdown Menu

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• Moss Developer Portal GENERAL do Projects L~ Analytics SETTINGS • API Keys • Usage * Settings • SaaSFrame workspace Developer / • SaaSFrame v * demo-customer_faqs • Overview • Documents + Sources D Playground * Connect Connect your app Three steps to your first search from your own code. Your keys Project ID feaebfa2-f9ca-4b56-979b-73188cb14a1a Project key Server-only. Authenticates your app against this project. + Create project key SUPPORT Docs Discord SaaSFrame Install Moss terminal $ npm install @moss-js/moss Connect your index terminal export MOSS_PROJECT_ID="feaebfa2-f9ca-4b56-979b-73188cb14a1a" export MOSS_PROJECT_KEY="<your project key>" Run your first search search.ts import { MossClient } from "@moss-js/moss"; const client = new MossClient ( process.env.MOSS_PROJECT_ID!, process. env.MOSS_PROJECT_KEY! async function main() { // Load once, then every query runs in memory. await client. loadIndex("demo-customer_faqs"); const results = await client.query( "demo-customer_faqs", "waterproof hiking jacket", { topk: 3 } console.log(results.docs) ; main() ; ® Settings TypeScript Python

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Playground

Search, List View

Product

• Moss Developer Portal GENERAL Projects L Analytics SETTINGS • API Keys • Usage ® Settings • SaaSFrame workspace Developer / • SaaSFrame v demo-customer_faqs • Overview • Documents A Sources • Playground # Connect @ Settings saas Top 5 Top 1 2 SUPPORT Docs Discord Document Place bulk or wholesale orders: Contact our wholesale team at [email protected] for orders over 50 units. Join the loyalty rewards program: Earn points on every purchase. Enroll at Rewards > Sign Up to start earning. Submit product feedback or feature request: Share suggestions at [email protected] or through the in-app feedback form. Accepted payment methods: We accept Visa, Mastercard, American Express, Discover, PayPal, and Apple Pay. Return policy and eligibility: 30-day returns accepted for most items in original condition with tags attached. SaaSFrame ... 0.0000 0.0000 0.0000 0. 0000 0.0000 4 1ms faq-14 faq-9 faq-54 faq-31 faq-41

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Table

Table, Status Indicator, Dropdown Menu

Product

la Moss • SaaSFrame workspace Developer / • SaaSFrame v Developer Portal demo-customer_faqs GENERAL Go Projects L Analytics SETTINGS o* API Keys Usage 23 Settings • Overview • Documents 1 Sources D Playground # Connect ® Settings 1 website Website https://www.saasframe.io/ Last crawled Never + Add website Status Pages 5% Crawling SUPPORT Docs # Discord SaaSFrame ...

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Add & Edit

Modal, Text Input, Dropdown Menu

Product

Add website Crawl a site into demo-customer_faqs. Documents already in the index stay. Website URL https://docs.example.com Max pages Re-crawl 500 Only when I ask v Include paths (optional) Exclude paths (optional) ^/docs/ ^/blog/ ^/changelog/ Path patterns are regular expressions matched against the URL path, one per line. Cancel Start crawl

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Empty State

Empty State

Product

• Moss • SaaSFrame workspace Developer I D SaaSFrame v Developer Portal * demo-customer_faqs GENERAL Do Projects L Analytics SETTINGS o* API Keys O Usage ộ Settings • Overview • Documents + Sources D Playground # Connect ® Settings O websites + Add website No websites yet Crawl a website to add its pages to this index. Re-crawl any time to pick up changes. SUPPORT Docs Discord SaaSFrame ...

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Table

Table, Checkbox, Segmented Control

Product

• Moss Developer Portal GENERAL do Projects Analytics SETTINGS * API Keys • Usage Settings • ID + Wrap + Add documents Document Reset password: Click 'Forgot Password' on the sign-in page to receive a reset link via email. Enable two-factor authentication: Go to Account Settings > Security and toggle on 2FA to add an extra layer of protection. | faq-3 faq-4 Update email address: Contact support to change your account email. Verification is required for security. Add or update phone number: Navigate to Profile Settings and click 'Edit Phone' to update your contact number. SUPPORT • Docs & Discord SaaSFrame • SaaSFrame workspace Developer • SaaSFrame v demo-customer_faqs • Overview • Documents + Sources • Playground • Connect ° Settings 55 records ID faq-1 faq-2 ... Faq-5 faq-6 faq-7 faq-8 faq-9 Faq-10 faq-11 Edit profile information: Access your profile page to update name, bio, profile picture, and other personal details. Manage privacy settings: Control who can see your activity and information in Settings > Privacy & Data. Delete my account: Account deletion is permanent. Request deletion through Settings > Account > Delete Account. View active login sessions: Check Settings > Security > Active Sessions to see where you're logged in and revoke access. Join the loyalty rewards program: Earn points on every purchase. Enroll at Rewards > Sign Up to start earning. Export account data and order history: Download all your data as CSV or JSON from Settings > Data Export. Track order status: View real-time tracking on the Orders page using your order number. faq-12 [] faq-13 Cancel an order: Orders can be cancelled before fulfillment. Go to Orders > View Details > Cancel. Modify items in pending order: Edit quantities or remove items before fulfillment via Order Details page. faq-14 Place bulk or wholesale orders: Contact our wholesale team at [email protected] for orders over 50 units. faq-15 faq-16 View complete order history: Access all past orders with filters by date, status, and amount on the Orders page. Set up recurring subscription orders: Select 'Subscribe & Save' at checkout for automatic deliveries at your chosen interval. Faq-17 faq-18 faq-19 Faq-20 Page 1 of 3 Add gift wrapping and custom message: Enable gift options at checkout and include a personalized note. Include special delivery instructions: Add notes like gate codes or 'leave at door' in the shipping section at checkout. Split order across multiple addresses: Not currently supported. Place separate orders for different shipping addresses. Combine multiple orders into one shipment: Contact support within 1 hour of ordering to request order consolidation.

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Details

Metrics, Card

Product

• Moss Developer Portal GENERAL Projects ~ Analytics SETTINGS o* API Keys • Usage fộ3 Settings 1 SaasFrame workspace Developer / • SaaSFrame v demo-customer_faqs moss-minilm 55 records • Overview • Documents f Sources D Playground # Connect o Settings Total Storage 109.36 KB Estimated Index File (.moss) 82.5 KB Estimated Data File (.json) 26.86 KB Estimated Storage Details SUPPORT • Docs () Discord Index ID Documents Created Dimensions 2754de7c-5ad6-4141-a1e3-fc1982f2b7b8 55 Oct 14, 2026 384 Model Updated moss-minilm Oct 14, 2026 SaaSFrame ...

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Success

Table, Usage Indicator, Toast Notification

Product

• Moss • SaaSFrame workspace Developer • / • SaasFrame ~ Developer Portal GENERAL Projects L~ Analytics SETTINGS o* API Keys Usage 83 Settings SaaSFrame Manage search indexes for this project 2/3 Indexes used 1 index remaining on Developer plan. Upgrade for more indexes 7 Search Indexes 2/3 indexes used • Model guidance included in dialog. Name demo-customer_faqs Documents Last Updated 55 Oct 14, 2026 product-search-context 100 Oct 14, 2026 SUPPORT Docs Discord SaaSFrame ... Create Index + "demo-customer_faqs" created successfully!

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Add & Edit

Modal, Text Input, Dropdown Menu, Template, Code Snippet

Product

Create New Index Upload a JSON file to create a new search index with the MOSS SDK or select a quick-start template Configuration Index Name demo-customer_faqs Embedding Model moss-minilm v Data Source Preview data Quick Start Templates From Website Custom Upload Files 2 "id" : "fag-1" "text": "Reset password: Click 'Fo "metadata" : "category": "account", "topic" : "password" SaaS Support FAQS Smart-Home Commands E-commerce Catalog Items Call-Center Transcripts Product Docs Chunks App Search Entries Offline Knowledge Base 55 docs 50 docs 60 docs 50 docs 75 docs 100 docs 40 docs 6 10 11 12 13 14 15 16 17 18 19 20 "id": "faq-2", "text": "Enable two-factor authent' "metadata" . بها "category": "account", "topic" : "2fa" "id": "faq-3", "text": "Update email address: Con_ Cancel Create Index

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Add & Edit

Modal, Text Input, Dropdown Menu, Template, Empty State

Product

Create New Index Upload a JSON file to create a new search index with the MOSS SDK or select a quick-start template Configuration Index Name e.g. documentation-v1 Embedding Model moss-minilm v Data Source Preview data Quick Start Templates Custom Upload From Website Files SaaS Support FAQs 55 docs Smart-Home Commands 50 docs E-commerce Catalog Items 60 docs Call-Center Transcripts 50 docs Product Docs Chunks 75 docs App Search Entries 100 doce Offline Knowledge Base 40 docs Select a template or upload a JSON file to preview its documents Cancel Create Index

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Dashboard

Table, Usage Indicator, Upgrade Prompt

Product

• Moss • SaaSFrame workspace Developer • / • SaaSFrame ~ Developer Portal GENERAL Projects L Analytics SETTINGS o* API Keys • Usage 93 Settings SaaSFrame Manage search indexes for this project 1/3 Indexes used 2 indexes remaining on Developer plan. Upgrade for more indexes 7 Search Indexes 1/3 indexes used • Model guidance included in dialog. Name product-search-context Documents 100 SUPPORT • Docs Discord SaaSFrame ... Last Updated Oct 14, 2026 Create Index +

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Delete

Confirmation Dialog, Delete, Text Input

Product

Delete Workspace Warning: This will permanently delete your workspace, custom domains, and all associated links and their respective analytics. SaaSFrame app.dub.co/saasframe Enter the workspace slug saasframe to continue: To verify, type confirm delete workspace below Delete

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Referral

Referral, Copy to Clipboard, Metrics, Table

Product

dub Settings Account * General • Security Referrals Q Notifications ㅈ ② • Referral link refer.dub.co/antoine-saa-s-frame [S 30% per sale for 1 year 23 New users get 20% off for 3 months 30 days holding period View terms 7 • Соу No activity yet After your first click, your stats will show Quickstart Earnings Links Leaderboard FAQ Resources Settings dub Earnings 1 Upcoming Paid Powered by dub Settings $0.00 $0.00 Rank Partner Earnings 1L Funny Gold Felidae $20,295.76 2些 Varied Yellow Bug $8,455.92 3些 Daily Magenta Herring $5,482.58 4 Moaning Chocolate Partridge $5,066.95 5 Hungry Chocolate Walrus $5,000.00 6 Large Maroon Bobcat $4,500.00 7 Zygomorphic Aqua Whale $4,125.95 Convinced Apricot Sailfish $1,387.64

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Settings

Settings & Preferences, Code Snippet, Toggle

Product

dub Settings Tracking ® Workspace * General لنتا Billing • Domains & Members & Integrations • Security Developer & API Keys • Logs Tracking & Webhooks COAuth Apps Account Usage › Configure tracking Stack Select all items that apply to your stack. Learn more Allowed hostnames Domains to allow client-side click tracking for. Learn more * Events 2 of 1K • Links 3 of 25 Publishable key Required for client-side conversion tracking. Learn more Usage will reset Nov 11, 2026 Upgrade plan Outbound domain tracking Track outbound clicks to your other domains. Learn more 2 Installation and verification Setup instructions Use the prompts and instructions to install Dub. Verify installation Select your hostname to verify the Dub installation. Conversion tracking React Google Tag Ma... Framer W WordPress Webflow Shopify • Stripe Checkout Stripe Payment Lil Stripe Customers S Segment Clerk Better Auth NextAuth.js Supabase AuthO C Appwrite 国 Custom integra... 1 No hostnames added Add hostname & No publishable key generated Enable Generate key Save changes Save your changes after selecting your stack, and adding your hostnames to generate install instructions Select hostname Verify installation Complete setup O

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Analytics

Activity Log, Table, Charts, Filter, Search

Product

dub Settings Workspace * General = Billing Domains ¿ Members & Integrations • Security Developer f API Keys Logs Tracking & Webhooks COAuth Apps Account Usage › * Events @ Links Usage will reset Nov 11, 2026 Upgrade plan Logs O = Filter v • Last 30 days 4 2 Sat, Sep 12 2 of 1K 3 of 25 Endpoint Method Status Actor Duration Time /tokens POST 200 • Antoine SaaSFrame 58ms Oct 12, 3:17:26 PM /tokens POST 200 Antoine SaaSFrame 48ms Oct 12, 3:16:55 PM /links/link_1M4R3NMDOEJJPOCYEZXGSEGFH PATCH 200 Antoine SaaSFrame 326ms Oct 12, 3:13:47 PM /tags POSTI 201 Antoine SaaSFrame 37ms Oct 12, 3:13:00 PM /links POST 200 Antoine SaaSFrame 296ms Oct 12, 3:08:43 PM /domains/saasframe.io DELETE 200 Antoine SaaSFrame 96ms Oct 12, 3:07:43 PM /links POST 200 Antoine SaaSFrame 50ms Oct 12, 3:06:09 PM /domains POST 201 Antoine SaaSFrame 404ms Oct 12, 3:04:21 PM Viewing 1-8 of 8 logs Previous Next Q Search by request ID Mon, Oct 12 Complete setup O

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Settings

API Key, Table, Roles & Permissions

Product

dub Settings Workspace * General Billing Domains g Members & Integrations • Security Secret keys © Name Permissions Created Key Last used 3 App All access • Oct 12, 2026 dub_... sEev Never & Webflow All access • Oct 12, 2026 dub_...G3Yg Never Developer API Keys • Logs Tracking & Webhooks COAuth Apps Viewing 1-2 of 2 tokens ② Account Usage › * Events @ Links Usage will reset Nov 11, 2026 Upgrade plan 2 of 1K 3 of 25 Create API key Previous Next Complete setup O

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Success

API Key, Copy to Clipboard, Modal, Toast Notification

Product

API Key Created For security reasons, we will only show you the key once. Please copy and store it somewhere safe. API key dub_gc1Pbqzi3fBZhAJah6n5G3Yg Done • Copy • АРІ key created!

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Add & Edit

API Key, Modal, Text Input, Roles & Permissions, Segmented Control

Product

Create New АРІ Кеу Name Type • You Permissions All ② Machine Read Only This API key will have full access to all resources Create АРІ key Restricted

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Empty State

API Key, Empty State

Product

dub Settings Workspace * General Billing Domains g Members & Integrations • Security Secret keys © Create API key Developer API Keys • Logs Tracking & Webhooks COAuth Apps No tokens found No tokens have been created for this workspace yet. Create API key Learn more Account Usage › ** Events @ Links Usage will reset Nov 11, 2026 Upgrade plan 2 of 1K 3 of 25 Complete setup O

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Integrations

Third-Party Connection, Grid View, Card

Product

dub ‹ Settings Integrations O workspace * General a Billing 6 Domains a Members & Integrations a Security Develope API Keys - Logs Q Tracking A Webhooks COAuth Apps Usage a Events • Search. zapiel Zapier Connect your Dub workspace to 7,000+ apps via Zapier Stripe convertina to sales on Stribe. Shopify W Track how vour inks are converting to sales on Shopify. COMING SOON polar le Track how vour links are converting to sales on Polan Make.com V •Connect vour Dub workshace tol 2,000+ apps via Make.com MindCloud & Pannact MindOland with Dh tr Analytics Cond and racoita auanto between your Dub and Segment Support Intercom di come with your nearcomfin Authenticatior Track Better Auth signup event: Zapier • Connect vour Dub workshace te 7.000+ apos via 7apier. Composio Composio is an 4l-powered integration platform that‹ Goodle Tad Manader S Track conversion events with Sunabase • Track Supabase signup events Annwrite e Track Appwrite signup event Dup conversions Socia Media Publer * social link on Publer with Dub. Procuctivity Raycast D Shorten and manage your links directly in kavcast Scheduline Cal.com e convertina to meetina bookinas CMS WordPress & Offical WordPress integratior for Dub Miscollaonus Outh app to sian in to vour Dub workspace when using the • Dub MCP serven Ordinal • Shorten every link on your COMING SOON Typefully social link on Typerully with Slack D Get instant Slack notifications Hubsnot & changes and auto-generat partner commissions on Dub nuhCi w Outh app to sian in to vour Dub workspace when using the • Dub CLI Complete setup Complete setup Complete setup

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Billing

Billing & Subscription, Usage Indicator, Metrics

Product

dub Settings Workspace * General Billing Domains ° Members & Integrations • Security Developer f API Keys • Logs @ Tracking & Webhooks @ OAuth Apps Account Usage › * Events @ Links Usage will reset Nov 11, 2026 Upgrade plan Billing Free Plan Current billing cycle: Oct 12, 2026 - Nov 11, 2026 Manage Events tracked 2 998 remaining of 1,000 = Filter v • 12 Oct, 2026 - 11 Nov, 2026 v Links created З 22 remaining of 25 2 of 1K 3 of 25 Events Tracked No events have been tracked in the selected date range. • Unsorted 1 Custom domains • Link folders • Link tags 88 Teammates 0/3 0/0 1/5 1/1 & Partners 010 % Partner groups 010 • Partner payouts $0 / $0 @ Payout fees 5% Upgrade View invoices Manage Domain Folder 0% Complete setup O

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Settings

Settings & Preferences, Text Input, File Upload

Product

dub 舌 Settings Workspace General Billing Domains & Members & Integrations @ Security Developer f API Keys • Logs Tracking & Webhooks COAuth Apps Account Usage › * Events • Links Usage will reset Nov 11, 2026 Upgrade plan General Workspace Name This is the name of your workspace on Dub. SaaSFrame Max 32 characters. Save Changes Workspace Slug This is your workspace's unique slug on Dub. saasframe Only lowercase letters, numbers, and dashes. Max 48 characters. Save Changes 2 of 1K 3 of 25 Workspace Logo This is your workspace's logo on Dub. Click the logo to upload a new image. Square image recommended. Accepted file types: png, jpg, webp, avif. Max file size: 2MB. Save changes Default Product Choose which product tab to show by default when you open this workspace. • Dub Links Save changes Delete Workspace Permanently delete your workspace, custom domain, and all associated links + their stats. This action cannot be undone - please proceed with caution. Delete Workspace Complete setup O

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Dashboard

Filter, Tags, List View

Product

dub Short Links Links • Domains Links C = Filter 1 is - Display v V Website × Insights Ill Analytics * Events 8 Customers • Tag dub.sh/UUvS94d D > saasframe.io/saas/dub @ 5m Library • Folders • Tags * UTM Templates Usage › * Events ® Links Usage will reset Nov 11, 2026 Upgrade plan 2 of 1K 3 of 25 Viewing 1-1 of 1 link Create link Q Search by short link or URL Clear Filters ESC • Website * 2 clicks Previous Next Complete setup O

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Empty State

Empty State, Filter, Tags

Product

dub Short Links Links • Domains Links C Create link = Filter 1 • Tag is & Display Website Q Search by short link or URL Insights Ill Analytics * Events & Customers Library • Folders • Tags @ UTM Templates Clear Filters ESC 米 No links found There are no links that match your filters. Adjust your filters to yield more results. ② Usage › * Events & Links Usage will reset Nov 11, 2026 Upgrade plan 2 of 1K 3 of 25 Viewing 0 links Previous Next Complete setup O

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Table

Tags, List View, Toast Notification

Product

dub Short Links • Links • Domains Tags ® Create tag Q Search... Insights Ill Analytics * Events & Customers Website © 0 links Viewing 1-1 of 1 tag Previous Next Library • Folders Tags UTM Templates Usage › * Events @ Links Usage will reset Nov 11, 2026 Upgrade plan 2 of 1K 3 of 25 • Successfully added tag! Complete setup O

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Add & Edit

Modal, Text Input, Color Picker

Product

Create tag Use tags to organize your links. Learn more Tag Name New Tag Tag Color ® Red Yellow Brown Gray Green Blue Purple Create tag

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Empty State

Empty State

Product

dub Short Links @ Links • Domains Tags ® Q Search... Insights Ill Analytics * Events & Customers Library • Folders Tags UTM Templates Usage › * Events • Links Usage will reset Nov 11, 2026 Upgrade plan 2 of 1K 3 of 25 Create tag No tags found Create tags to organize your links Create tag Learn more Complete setup O

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Dashboard

Card, Search, Pagination

Product

dub Short Links • Links • Domains Folders ® Q Search... Insights Ill Analytics * Events & Customers Links Unsorted © 1 link Default Viewing O folders Library 白 Folders Tags • UTM Templates Usage › * Events • Links Usage will reset Nov 11, 2026 Upgrade plan 2 of 1K 3 of 25 Create folder C Previous Next Complete setup O

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Analytics

Paywall, Upgrade Prompt, Metrics

Product

dub Short Links @ Links • Domains Insights In Analytics Events & Customers Library • Folders • Tags ® UTM Templates Events = Filter v Clicks 2 Date f Oct 12, 3:10 PM Oct 12, 3:07 PM Oct 12, 3:03 PM • Last 24 hours v Link @ dub.co/uxUrVCz @ dub.co/uxUrVCz git.new/9Xyzlho Usage › * Events • Links Usage will reset Nov 11, 2026 Upgrade plan 2 of 1K 3 of 25 Leads Sales US$O Referrer (direct) > (direct) (direct) Country United States United States United States Real-time Events Stream Want more data on your link clicks & QR code scans? Upgrade to our Business Plan to get a detailed, real- time stream of events in your workspace. Learn more 7 Upgrade to Business Ill View Analytics Device • Desktop • Desktop • Desktop Complete setup O

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Analytics

Charts, Metrics, Filter

Product

dub Short Links • Links f Domains Insights lil Analytics * Events 8 Customers Library • Folders • Tags ® UTM Templates Analytics = Filter • Clicks 2 • Last 24 hours v Usage › * Events • Links Usage will reset Nov 11, 2026 Upgrade plan 2 of 1K 3 of 25 7:00 PM Short Links Destination URLs Links Folders Tags dub.sh/UUvS94d Countries Cities Regions (• France Continents • Leads 12:00 AM & CLICKS 2 & CLICKS 2 • View Events • Sales US$O 123 5:00 AM 10:00 AM Referrers UTM Parameters Domain URL > (direct) 3:00 PM Complete setup 2 Devices Browsers • Mobile • Desktop OS Triggers * CLICKS 1 1 Complete setup O

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Settings

List View, Toggle

Product

dub Short Links • Links Domains Insights Il Analytics * Events 8 Customers Library Folders Tags * UTM Templates Usage › * Events 0 of 1K 2 of 25 • Links Usage will reset Nov 11, 2026 Upgrade plan Domains ® Custom domains Default domains Leverage default branded domains from Dub for specific links. Learn more. dub.sh The default domain for all new accounts. chatg.pt Branded domain for ChatGPT links (convos, custom GPTs). spti.fi Branded domain for Spotify links (songs, playlists, etc.). git.new cal.link Branded domain for your scheduling links (Cal.com, Calendly, etc.). amzn.id Branded domain for Amazon links (products, wishlists, etc.). ggl.link fig.page Complete setup O

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Empty State

Empty State, Toast Notification

Product

dub Short Links • Links Domains Domains ® Custom domains Default domains Q Search... Insights Ill Analytics * Events & Customers Active Archived Add custom domain Claim a free .link domain, free for 1 year. Learn more Claim Domain × Library • Folders • Tags ® UTM Templates ® No custom domains found Use custom domains for better brand recognition and click-through rates ② Usage › * Events • Links Usage will reset Nov 11, 2026 Upgrade plan 0 of 1K 2 of 25 Add Domain Learn more • Successfully deleted domain! Viewing 0 domains Pr Complete setup O

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Delete

Confirmation Dialog, Delete, Text Input

Product

Delete saasframe.io Deleting this domain will delete all associated links as well as their analytics, permanently. This action can't be undone - proceed with caution. saasframe.io To verify, type confirm delete domain below Delete

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Dashboard

List View, Search, Status Indicator

Product

dub Short Links • Links Domains Domains ® Custom domains Default domains Q Search... Insights Ill Analytics * Events 8 Customers Claim a free link domain, free for 1 year. Learn more saasframe.io P Primary → No redirect configured " O clicks Library • Folders • Tags @ UTM Templates Viewing 1-1 of 1 domain Usage › * Events • Links Usage will reset Nov 11, 2026 Upgrade plan O of 1K 1 of 25 Active Archived Add custom domain く Claim Domain D Pending Previous Next

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Add & Edit

Text Input, Tags, Settings & Preferences

Product

dub Short Links Links • Domains Insights Ill Analytics * Events • Customers Library • Folders Tags UTM Templates Links > • saasframe.io/sJI5Exc v Destination URL © https://www.saasframe.io/saas/dub Short Link saasframe.io sJI5Exc Claim a free .link domain, free for 1 year. Learn more Claim Domain Tags 1 • Select tags... Comments 1 Add comments Manage Conversion Tracking @ → UTM & Targeting Usage › * Events @ Links Usage will reset Nov 11, 2026 Upgrade plan Z A/B Test "a Password (9 Expiration 0 of 1K 1 of 25 Created by Antoine Milkoff • 8s • Copy link 0 clicks Folder Links QR Code 1 Custom Link Preview ® Enter a link to generate a preview Dub Visit www.saasframe.io/saas/dub

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Add & Edit

Modal, Text Input, Tags, Toggle

Product

Links > New link Destination URL Q https://dub.co/help/article/dub-links Short Link saasframe.io X く sJI5Еxc Claim a free .link domain, free for 1 year. Learn more Claim Domain Tags • Select tags... Manage Comments ® Add comments Conversion Tracking ® → UTM * Targeting 4 A/B Test • Password Expiration • Draft saved Folder ® Links QR Code 1 Custom Link Preview ® X in f Enter a link to generate a preview Add a title... Add a description... Create link

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Dashboard

List View, Filter, Search, Pagination

Product

dub Short Links Links • Domains Links C Create link = Filter v & Display Q Search by short link or URL Insights Ill Analytics * Events & Customers Library • Folders • Tags * UTM Templates saasframe.io D > No URL configured @ 29s * 0 clicks Usage › * Events @ Links Usage will reset Nov 11, 2026 Upgrade plan O of 1K O of 25 Viewing 1-1 of 1 link Previous Next Complete setup O

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Welcome Screen

Onboarding Checklist, Success Notification

Product

dub The SaaSFrame workspace has been created Now you have one central, organized place to create and manage all your short links. Go to your dashboard Complete setup Connect domain Claim a free domain or connect your own Manage Create a short link Create your first Dub short link Create Explore analytics View clicks and performance data View 米 Explore events View events for your short links View Additional resources Team members Invite and manage team members Invite Help center Answers to your questions Read Docs Platform documentation Learn Support Product support or help requests Chat You're signed in as [email protected] Sign in as a different user ②

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Account Setup

Text Input, Alert

Product

dub Connect a custom domain Read our guide for best practices Your domain e saasframe.io The domain saasframe.io is currently pointing to an existing website. Only proceed if you're sure you want to use this domain for short links on Dub. Add domain You're signed in as [email protected] Sign in as a different user ②

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Account Setup

Card, Upgrade Prompt

Product

dub Add a custom domain Make your links stand out and boost click-through rates by 30% • Recommended setup • Paid plan required go.acme.com Connect a custom domain Already have a domain? Connect it to your Dub workspace. Claim a free .1ink domain Register a domain like company. link - free for 1 year Connect domain Claim Jink domain I'll do this later You're signed in as [email protected] Sign in as a different user ②

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Discovery Questions

Card

Product

dub What do you want to do with Dub? Choose how you'll use Dub to grow your business Dub Partners Modern affiliate programs with global payouts and accurate attribution. • Dub Links Short links, QR codes, real-time analytics, and conversion tracking. Continue with Dub Partners Continue with Dub Links You're signed in as [email protected] Sign in as a different user

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Account Setup

Text Input, File Upload

Product

dub Create your workspace Where you'll work with your team to recruit, manage, and payout your partners. Learn more. Workspace name Acme, Inc. This is the name of your company or product. Workspace slug app.dub.co асте This is used for both your workspace and your partner program. Workspace logo Upload image Recommended size: 160x160px Create workspace You're signed in as [email protected] Sign in as a different user

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Free Side Product

Customer Logos, Call to Action, Footer

Marketing

dub • tella dub • All systems operational Product • Solutions v Resources v Customers Pricing Free Affiliate Program T&C Generator Generate terms and conditions for your partner program with just a few clicks - powered by Dub. Start for free company detalis Company nam all Tields are required Acme Technologies, Inc. Website https://acme.com Governing law locatior California, United States Standard options • Include standard legal protections ® D Include self-referral restrictions ® • Include existing customer restrictions © • Include official link requirement ® • Require affiliate disclosure © • Include misleading claims restrictions @ • Include trademark and domain restrictions O • Include payout compliance requirements O Advanced options Generate Disclaimer: This document generator provides common template language and does not constitute aca advice. You should nave an attornev review these terms betore usino then superpower A Vercel • Chatbase G granola Supercharge your marketing efforts See why Dub is the link attribution platform of choice for modern marketing teams. Start for free Get a demo G★★★★★ ★★★★★ ★★★★★1 Proauct & Dub Partners • Dub Analytics • Dub Links • Dub API Solutions Marketing attribution Content creators • Alliate management Resources Help Center Enterprise Startups Integrations Pricing Affiliates d Company About Blog Careers Changelog Customers Brand Contact Privacy Legal y Log In • CodeRabbit * Lindy Compare & Rewardful & PartnerStack • FirstPromoter • Tolt • Bitly • Rebrandly • Short.io • Bl.ink © 2026 Dub lechnologies, inc

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Integrations Page

Integrations, Call to Action

Marketing

dub < Browse all S Stripe Add to Dub BUILT BY O Dub CATEGORY Payments @ marketplace.stripe.com Product ~ Solutions • Resources • Customers Pricing Log in Easy one-click installation from the Stripe App Marketplace dub Dub Partners Integrate with Stripe to automatically track sale, free trial, and refund events on Stripe as conversion events on Dub: 1. Sale events (both one-time and recurring sales) 2. Free trial (tracked as lead events on Dub) 3. Refund events (the partner's commission will automatically be updated to "refunded") Read the docs to learn more about how you can set up the Stripe integration with Dub. Popular integrations Stripe Q Track how your links are converting to sales on Stripe. Intercom Integrate Dub Messaging Center with your Intercom/Fin inpox. Shopify Q Track how your links are converting to sales on Shopify. Zapier Q connect vour bun workspace to ruou+ apos Via Lapler Segment Send and receive events between your Dub and Segment workspaces. Make.com connect vour bur workspace to 2,0v0+ apps via iiake.com Integrate with Dub Use Dub's API to build integrations and share them to get featured in our marketplace. Build a Dub integration dub Product * Dub Partners • Dub Analytics • Dub Links • Dub API Solutions Content creators Affiliate management Resources Docs Help Center Enterprise Startups Integrations Pricing Affiliates d Tools v Company About Blog Careers Changelog Customers Brano Contact Privacy Legal v • All systems operational Compare & Rewardful • PartnerStack • FirstPromoter • Tolt • Bitly • Rebrandly • Short.io • Blink © 2026 Dub Technologies, Inc.

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Integrations Library

Integrations

Marketing

dub Seamless integrations with Dub Featured integrations The best of the best. Our picks for featured integrations right now. as Dub Partners Google Tar Man events with Google Tag Manager and All integrations Social Medi a Stripe WordPress Offical WordPress integration for Dub. Dropshare Dub CLI K • OAuth app to sign in to vour Dub workspace Better Auth Track Better Auth signup events with Dub VOICISIO Google Tag Manager Track conversion events with boogle lag Mind Cloud ntercom e Dub MCP Q Supabase Clerk segment dub

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Enterprise Page

Testimonial, Features, Statistics, Map, Features, Bento Grid, Contact Form

Marketing

dub Product y Solutions y Resources Customers Log in ® Dub Enterprise Partner programs built for enterprise scale Dub helps enterprise teams recruit, manage, track, reward, and pay partners from one connected platform. Contact sales Start a trial remeron ° . Toss ° $15,420.24 _ Contam pros eo 2) meen een 3) New sale \ | fe — "a $73.06 ga — & New sign up . ****@acme.com New sale 41M+ = $4 © Framer = beehiiv @ supernuman @©granola 500+ case e Framer “If you're looking to 10x your product-led growth — | cannot recommend building a partner program with Dub enough.” Koen Bok CEO, Framer Read the story Built to scale with your partner program Support more partners, more complex workflows, and every stage of program growth from one platform. e High Performing & joins the program © # © Influencer @ cote Welcome message Ss 6 & @ Clara West © YouTube & 3 Mail ] © ve 3 ® @ Nico Bennett © Internal 6 Welcome {{PartnerName}} e LY @® marcus Bel © Podcast one er Manage every partner Keep partners organized Communication and resources Manage existing partners and discover new ones with our Partner Network. Go from hundreds, to hundreds of thousands. Learn more Create partner groups and tags for greater organization. Enable move rules for even more automation. Learn more Importing from other providers dub Explore migrating Attribution that scales Schedule and plan email campaigns, create email automations, or directly message with your partners all in Dub. Learn more Start your program faster by importing your program and partners over to Dub in a few clicks. Backed by world-class link attribution infrastructure, Dub connects clicks, signups, and sales to revenue, so your teams can measure growth with confidence. 7% New click {3 Sweden Learn more © Desktop LINKS CREATED New sale 244 003 614 © $6,965.89 ’ , EVENTS TRACKED sale © $108.65 Ne I REVENUE TRACKED New sale US$2 ° Flow “We chose Dub to scale our partner channel since day one, and never looked back. We probably wouldn't have grown as fast without Dub.” Tanay Kothari Co-founder, CEO, Wispr Flow Read the story Automate rewards and payouts at scale Reward partners accurately, approve payouts with confidence, and send payments across the world without adding manual work. & Sale Reward @ Olivia Carter 2 9 Pending Paya Percentage of 30% per sale Duplicate account detected for the customer's lifetime Derek Forbes © Payouts on hold 3 & If Partner Totalleads is 100 period Mars! Invoice #DUB-0001 @ Active programs 3 = Sales 12 @ Thenpaya Flat $10 Amount $1,538.50 for 12 months @ Banned from programs 0 Smarter rewards Automated risk monitoring Global 1-click payouts Our extensive reward builder allows you to create rewards with as much or as little complexity as your team needs. Detect suspicious partner activity before Send payouts to over 180 countries with just payouts are approved, to keep your program one click, with tax compliance and invoicing safe from fraud and abuse. built in. Learn more Learn more Learn more Built for how your team works Connect Dub to your systems, give every team member the right access, and get the security and support needed to scale. Help me create anew link for stripe the partner Derek Forbes New link added for the partner Derek Forbes Dominic Haney Sofia Reyes © setacme.link/derek They can now start using it to refer Acme. James Okafor ha Jeremy Willis x 6 Access controls Manage member roles and permissions so every team member has the right level of access. learn more Build your way Connect with our MCP or API to manage your partner program, automate workflows, and access data at scale. Read docs Powerful integrations Integrate Dub with the tools your team already uses to keep customer data, attribution, and workflows in sync. FEynlore intearations Manage member roles and permissions Connect with our MCP or API to manage Integrate Dub with the tools your team so every team member has the right level your partner program, automate workflows, already uses to keep customer data, of access. and access data at scale attribution, and workflows in sync. Learn more Read docs Explore integrations st. # direct-dub-support AICPA AES Enterprise grade security Dedicated support Keep customer data protected with SOC 2 Type II, GDPR compliance, Priority support through a dedicated Slack channel, beta access to new and encryption in transit and at rest. features, and a smooth, hassle-free migration process. Explore Trust Center View all features G Chatbase “We needed a powerful, modern platform to handle our growth, and Dub Partners was the perfect fit for our needs.” ¢' Yasser Elsaid Founder, Chatbase (8 Read the story Get an enterprise trial Discover why Dub is the best choice for enterprise marketing teams. We'll give you a trial of the product and discuss your requirements. AVercel = Framer @ surerHuman & Polymarket perplexity Work email How can we help? dub Product Resources Company Compare Dub Partners Docs About #3 Rewardful @ Dub Analytics Help Center Blog PartnerStack ® Dub Links Enterprise Careers &) FirstPromoter Dub API Startups Changelog Tolt Integrations Customers ® Bitly Solutions Pricing Brand ® Rebrandly Marketing attribution Affiliates 2 Contact ® Short.io Content creators Tools v Privacy ® Bl.ink X Affiliate management Legal © All systems operational © 2026 Dub Technologies, Inc.

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Pricing Page

Pricing, Pricing Plan Comparison

Marketing

dub Product v Solutions vy | Resources y Customers Flexible plans that grow with you Simple and transparent pricing that includes a 14-day trial. All built to scale as you grow. @ Dub Partners @ Dub Links Business US$90 per month For startups looking to get started with affiliate and creator partnerships Start 14-day trial Key Features: & wl Basic reward structures 4 Bl & Real-time event webhooks & Basic email support @ Includes Dub Links Business US$90 per month Start 14-day trial > Links - Partners v Basic partner rewards v Dual-sided incentives v Allanding page generator vy $00 partners Advanced US$300 per month For scaling teams with high-volume affiliate traffic and white-labeling needs Start 14-day trial Everything in Business, plus: 8 w 3 Priority email support @ Includes Dub Links € Framer f Koen Bok CEO, Framer G8 Read the story Compare plans Advanced vatue US$300 per month Start 14-day trial v_ $15K partner payouts/month v Advanced partner rewards v Dual-sided incentives v Unlimited partners v Unlimited partner. Pricing Log in Monthly Yearly | 10% discount + 12x usage upfront Enterprise Custom annual billing For large organizations looking for dedicated support and volume discounts Get a demo Everything in Advanced, plus: Audit logs a & Custom SLA @ Enterprise security & legal Dedicated Slack support @ Includes Dub Links “Dub is the ultimate partner infrastructure for every startup. If you're looking to 10x your community / product-led growth - | cannot recommend building a partner program with Dub enough.” Enterprise Custom Get ademo v Advanced partner rewards v Dual-sided incentives v Allanding page generator v Unlimited partners v Unlimited partner. v Risk monitoring v Risk monitoring v Analytics v Advanced analytics v Advanced analytics v 250K tracked events/month JM tracked events/month v 3-year retention v 5-year retention v Domains vy 100 custom domains 250 custom domains v SSL certificates SSL certificates v Native SD v Native SDKs 1,200/min rate limit 3,000/min rate limit v Event webhooks v Event webhooks v Workspace v 10 users v 20 users v Support vy Email support v Priority email support Chatbase v Partner network access v Advanced analytics v Unlimited tracked events v Unlimited retention v Unlimited custom domains v SSL certificates v Native SDKs vy Custom rate limit v Event webhooks v Unlimited users v SAML/SSO v Audit logs vy Slack support with SLA v Dedicated success manager process was much easier than | thought as well.” Yasser Elsaid CEO, Chatbase Read the story Frequently asked questions Which Dub plan is right for me? What happens when | exceed the payouts limit on my plan? Do you offer a free trial? Do you offer any discounts? Can | cancel my subscription at any time? Do you offer refunds? What are your data privacy & security policies? | have more questions about Dub. How can | get in touch? dub xX © All systems operational Product @ Dub Partners @ Dub Analytics ® Dub Links @ Dub api Solutions Marketing attribution Content creators Resources Docs Help Center Enterprise Startups Integrations Pricing Affiliates 2 Tools v Affiliate management soc2 aces Company About Blog Careers Changelog Customers Brand Contact Privacy Legal v Compare @® Rewardful PartnerStack @ FirstPromoter ® Tolt @ Bitly @ Rebrandly @ Short.io @ Blink © 2026 Dub Technologies, Inc.

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Customers Page

Testimonial, Tabs

Marketing

dub Product y Solutions y Resources Customers Pricing Meet our customers Dub gives superpowers to marketing teams at thousands of world-class companies — from startups to enterprises. Start free trial Get a demo hh] Flow How Wispr Flow reached millions more with Dub Read story Sg Polymarket perplexity viktor Why modern companies choose Dub to power their growth “Dubis the ultimate partner infrastructure for every startup. Ifyou're looking to 10x your community / product-led growth-Icannot recommend partner program with Dub enough.” Koen Bok CEO Read story AVercel Trusted by the best companies Featured Al SaaS DevTool Creative Consumer Education Health (B Read story a SUPERHUMAN Framer (hi perplexity @clay (B Read story a lh] Flow 2 Buffer | Polymarket viktor @ Read story a G Chatbase Lindy 88 FLORA Hedra = Buffer View all customers G Chatbase i tella = beehiiv @©granola @ JOBBER AVercel £3 superscale superpower 88 FLORA % Hedra superpower rythm privy oa” Pliability CodeRabbit Cal.com (B Read story (B Read story a Raycast Bi tella copper Anpthing Superlist interact Anara Ogshost a viator Add your company Start your free trial Supercharge your marketing efforts See why Dub is the link attribution platform of choice for modern marketing teams. Start for free Get a demo KKKKK P * dub Product Resources Company Compare Dub Partners Docs About &) Rewardful @ Dub Analytics Help Center Blog @) PartnerStack ® Dub Links Enterprise Careers #5) FirstPromoter Dub API Startups Changelog Integrations Customers Bitly Solutions Pricing Brand ® Rebrandly Marketing attribution Affiliates 2 Contact ® Short.io Content creators Tools v Privacy Blink X DPOe Affiliate management Legal © operational © 2026 Dub Technologies, Inc.

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Blog Post

Marketing

dub Product » Solutions » Resources~ Customers Pricing Log in Company News Last updated « Introducing the Dub Network Referral Bonus You can now refer other partners to join the Dub Partner Network and get rewarded when they start earning on Dub. Written by Steven Tey 7 | $3,234 Founder & CEO, Dub Kiran Krishnan Software Engineer, Dub Marcus Farrell Founding Designer, Dub = On this page ® What you could earn How it works Start referring partners to Dub Nine months ago, we launched Dub Partners to the world. Grow your revenue Since then, our network of 7,000+ partners have collectively driven over $117M in with partnerships revenue for world-class companies like Framer, Perplexity, Superhuman, and more, and earned $28M+ in commissions in the process. dub Today, we're excited to launch the Dub Network Referral Bonus, which lets you earn by referring other affiliates, creators, and publishers to the Dub partner Try Dub.co for free Grow your partner-driven revenue with our modern partner growth engine network. Network Ponts hoe 8 of 5 Dub Network Referral Bonus What you could earn When another partner joins Dub through your network referral link, you can earn 50% of your referred partner’s payout fees for their first 12 months. Network referral link (a) partners.dub.co/register?via=steven & or link to any page on by adding ?via=steven to the URL Network referral rewards &, Earn 50% of your referred partners’ payout fees for the first 12 months 8 Unlock premium Dub swag once you cross $10,000 in referral bonus earnings There's no limit to the number of partners you can refer or the amount you can earn. @ You can learn more about how payout fees work on Dub here. How it works Here's how you can start earning with the Dub Network Referral Bonus: 1. First, apply to join the Dub Partner Network. 2. Once your profile is approved, get your network referral link here: partners.dub.co/referrals 3. Promote partners.dub.co with links, articles, and social posts. 4. Earn commissions when your referrals start receiving payouts from the programs they work with on Dub Q Best part: You can link to any program on Dub even if you're not an active partner in that program — all you need to do is append your Dub username to the end of the link. For example, if your Dub username is steven and you want to link ta Dub's affiliate program, you can share the following link: Start referring partners to Dub We're excited for you to start earning network referral bonuses on Dub today by referring other high-quality partners to our network. ome a, Get started today by joining our network and start sharing your network referral Read more Introducing Partner Referrals — You can now reward partners for referring other partners to join your program on Dub - either via a flat-fee or percentage... Introducing Partner Tags You can now segment your partners by tags and build custom reports to measure the ROI of your partner program Introducing Commission Analytics You can now see a real-time analytics dashboard of your partner commissions to measure your return on ad spend... Introducing the Dub MCP Server hdl : Leverage our new MCP server to manage your partner program with Claude, Perplexity, Codex, or the Al agent of your choice. Supercharge your marketing efforts See why Dub is the link attribution platform of choice for modern marketing teams. Start for free Get a demo P * dub Product Resources Company Compare Dub Partners Docs About Rewardful @® Dub Analytics Help Center Blog PartnerStack ® Dub Links Enterprise Careers FirstPromoter 4%) Dub API Startups Changelog Tolt Integrations Customers ® Bitly Solutions Pricing Brand ® Rebrandly Marketing attribution 2 Contact ® Short.io Content creators Privacy ® Blink X Affiliate management Legal ~ © All systems operational © 2026 Dub Technologies, Inc.

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Blog Feed

Marketing

dub Blog Latest news and updates from Dub Company News Education Product ~ Solutions ~ Resources • Customers Pricing Log in Engineering Customer Stories Changelog dub VS First Promoter Dub vs FirstPromoter: Features, Pricing, and Which Is Better for Sa... Learn how Dub and FirstPromoter compare in reatures and pricing, so you can decide wnic.- September 23, 2026 dub VS • PartnerStack Dub vs PartnerStack: Which Affiliate Platform is Best for SaaS (2026) Learn how Dub and PartnerStack differ in Teatures and pricing, so you can decide whic. August 16, 2026 Introducing the Dub Network Referral Bonus You can now reter other partners to join the Dup Partner Network and get rewarded whe O0D May 22, 2026 Introducing the Dub MCP Server Leverage our new MCP server to manage your partner program with Claude, Perplexity,... , May 21, 2026 Introducing Commission Analytics You can now see a real-time analytics dashboard of your partner commissions to... May 20, 2026 Introducing Partner Referrals You can now reward partners for referring other partners to join your program on Dub -.. 23Q May 18.，2026 dub • Rewardful Dub vs Rewardful: An Honest Comparison for SaaS Affiliate... Learn how Dub Partners and Rewardful differ in features and pricing, so you can decide... March 9, 2026 Grow your revenue with partnerships 國照 dub Introducing Dub Partners Kickstart viral product-led growth with powerful referral and affiliate programs - wit... August 12, 2025 dub Introducing Stablecoin Payouts Partners on Dub can now receive payouts in USDC within minutes - instead of waiting da... March 18, 2026 Introducing Partner Tags You can now segment your partners by tags and build custom reports to measure the ROI.. May 19, 2026 dub VS • Tolt Dub vs Tolt: Features, Pricing, and Key Differences for SaaS Affiliate... Compare Dub Partners and Toil doross features, pricing, and partner experience to.. 1 March 18, 2026 Introducing Social Metrics Bounties Reward partners for creating viral content - with support for variable bonuses and... March 3, 2026 dub • Firebase Your Firebase Links Will Shut Down in August 2025 - Dub Is the Mode... Learn how Dub, a modern Firebase Dynamic Link alternative, can help you take your deep... 29 July 25,2025 Product • Dub Partners • Dub Analytics • Dub Links • Dub API Solutions Marketing attribution Content creators Affiliate management Resources Docs Help Center Enterprise Startups Integrations Pricing Affiliates 2 Tools y Introducing Program Bounties noreate pertormance and supmission pountie no arve parer engagement lor your bud. S September 11, 2025 X000 • All systems operational Introducing Link Folders You can now use folders to organize and manage access to your Dub links with fine-... • May 1, 2025 Company About Blog Careers Changelog Customers Brand Contact Privacy Legal y Compare & Rewardful a rarerstack Pe Firstromoten & Tolt • Bitly • Rebrandly • Short.io • Blink e 20zo Duo lecnnologies, inc

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Brand Guidelines

Marketing

Product Solutions Resources istomers Pricing Log in Dub Brand Kit ub brand Download brand kit © Naming Naming "Dub" should always be written as a single word with a capital "D". When mentioning specific features or releases associated with Dub, please treat them as proper nouns and capitalize them accordingly (e.g., "Dub Links"). Additionally, the correct representation is "Dub", not "dub" or "DUB" - except when used in the wordmark (0) The name Dub comes from the literal definition of the word "dub" - which is to "give an unofficial name or nickname to something" (a /a what Dub does with longer URLs). Wordmark (Recommended The Dub wordmark is the defacto, streamlined representation of our brand, designed for clear visibility across both digital and print platforms. It embodies the brand in its most recognizable textual form. When utilizing the wordmark, it should be maintained in its original design and proportions to ensure consistency and recognition. We recommend using the Dub wordmark for most use cases unless otherwise specified. dub Logo The Dub symbol is a distinctive element of our brand identity, optimized for impact and recognition across various media. This symbol distills the essence of Dub into a concise visual form that is immediately identifiable. It is essential that the symbol be used in its original design and proportions to maintain brand consistency. Its use is particularly valuable in contexts where space is limited or where a more graphic representation is needed over text. Colors Dub's visual identity primarily utilizes black and white for marketing purposes, symbolizing simplicity and elegance. These two colors should be consistently used across all promotional materials to ensure brand recognition and coherence. While our brand includes a broader palette of colors, these are specifically reserved for internal use by Dub and are not intended for external applications. Dub Light Dub Dark RGB 255, 255, 255 #FFFFFF Screenshots Dub product screenshots are essential for accurate media representation and are available for use by the press. These images should not be altered in a way that misrepresents the product's interface or features. It is crucial to maintain the context and integrity of the screenshots when used, ensuring they accurately reflect the Dub product without implying unauthorized endorsements or partnerships. High-resolution images should be used to preserve the quality of the product portrayal Une > © ine ‘Shoe nk i Tags (Custom Link Previow comments option) e Short Links With ~ © Mockups Dub brand mockups are provided to ensure consistent and professional representation of our brand across various media. These mockups are designed to demonstrate how Dub products and branding elements should appear in different contexts and environments. Use of these mockups should strictly adhere to our brand guidelines without any modifications to the designs, colors, or proportions. They are intended for promotional purposes and must not be used in a way that suggests endorsement or association without explicit permission from Dub. For additional assets or questions about using the Dub brand, please contact us. Supercharge your marketing effort See why Dub is the link attribution platform of choice for modern marketing teams. Start for free Get a demo KKKKK P * dub Product Resources Company Compare Dub Partners Docs About &) Rewardful (od) Dub Analytics Help Center Blog PartnerStack ® Dub Links Enterprise Careers FirstPromoter ® Dub api Startups Changelog Tolt Integrations Customers Bitly Solutions Pricing Brand ® Rebrandly Marketing attribution Affiliates 2 Contact ® Short.io Content creators Tools v Privacy ® Blink X DPOe Affiliate management © operational © 2026 Dub Technologies, Inc.

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