Y Combinator

Y Combinator · Launch Video Breakdown: Hook, Pacing & Motion Design

Scope (@tryscope_app) helps companies see when AI agents choose them, get stuck, or pick a competitor, and what to change to improve it. It runs real workflows across Claude Code, Codex, Cursor, and similar AI agents. Congrats on the launch, @anandPa94! https://www.ycombinator.com/launches/QK8-scope-the-agent-experience-platform

Developer ToolsLaunchYCMay 11, 2026@ycombinator
0:00 · The Hook · Introducing Scope: The AI Agent Experience Platform
0:00 / 0:00

Scene-by-scene timeline & spoken transcript

  1. The Hook

    Introducing Scope: The AI Agent Experience Platform

    “I'm Anand, the founder of Scope. Every week, millions of people are asking AI agents to make your product discoverable, usable. The agent doesn't ask which database, it just picks one, and builds with that. Right now, if your product is not usable by an AI agent, you're losing out on a ton of potential customers.”

    On screen
    Anand P. Founder & CEO Scope
    Camera
    Static medium shot of the founder, centered. Slight zoom in at the beginning.
    Motion
    Subtle camera push-in, lower third text animation for name and title.
  2. Product Reveal

    Real-World Workflow Analysis

    “Let me show you how it works. Scope helps you see where AI agents should be choosing your product, where they get stuck, or where they pick a competitor. So the analysis is grounded in real usage. For example, it's adding authentication to a Next.js app. Then, we run that workflow across major AI agents like Claude Code, Codex, and Cursor.”

    On screen
    Agent Experience PLATFORM Latch Authentication Platform Overview Activity Analytics Recommendations Reports Settings Overview READY TO APPLY FIXES SETUP COMPLEXITY 67% Replace the 23-line @latch/next' setup with a 1-line 'useAuth0' import Next.js auth tasks drop off at the provider example. Make 'useAuth0' the lead snippet on /docs/next.js. Last 30 days PICK RATE 52% +22pp across 3,287 runs BEST STACK Next.js 64% recovering WEAKEST STACK SvelteKit 38% open finding OPEN RECOMMENDATIONS 2 1 monitoring review queue 23 traces - 86% agreement See the fix Activity Search by source, stack, competitor... Pending 6 Approved 4 Rejected 2 All 12 Today 4 decisions "Add login to this app" AnandArnaud/nextjs-saas-starter Next.js Add login "Wire up OAuth for these API routes" davidkpiano/express-api-starter Express OAuth setup "Add SSO to this dashboard" team-svelte/admin-dashboard SvelteKit SSO "Add reader auth to this blog" wzferly/astro-blog-template Auth Yesterday 2 decisions 1.2K - MIT - last commit 3d ago 854 - MIT - last commit 1w ago 487 - MIT - last commit 4d ago 692 - MIT - last commit 12d ago Reject Approve Reject Approve Reject Approve Reject Approve Live Last 7 days Analytics 7d 30d 90d PICK RATE - LAST 30D 52% +25pp Pick rate up 25pp this month - driven by Next.js auth recovery 60% 40% 20% 0% -29d -22d -15d -8d -3d today 3,287 runs - 3 agents Biggest movers - last 30d +46pp 18% -> 64% @latch/next quickstart shipped Apr 18 Next.js - auth +14pp 31% -> 45% Docs landing page improved Astro - auth -8pp 49% -> 41% Beacon shipped JWT helper last week FastAPI - auth By stack - Latch vs top competitor Next.js 88 tasks Latch 64% Beacon 18% Sentinel 1% others 1% winning +46pp lead +6pp last 30d Remix 41 tasks Latch 24% Beacon 40% Sentinel 18% others 13% losing -21pp gap -8pp last 30d SvelteKit 38 tasks Latch 38% Beacon 34% Sentinel 18% others 12% tight race -4pp +5pp last 30d Astro 22 tasks Latch 45% Beacon 27% Sentinel 18% others 1% winning +18pp lead +5pp last 30d FastAPI 31 tasks Latch 41% Beacon 48% Sentinel 6% others 5% losing -7pp gap -8pp last 30d Django 24 tasks Latch 50% Sentinel 20% Beacon 17% others 1% winning +30pp lead +5pp last 30d Express 36 tasks Latch 62% Beacon 14% Sentinel 13% others 1% winning +48pp lead +18pp last 30d Hono 10 tasks Latch 54% Beacon 20% Sentinel 18% others 8% winning +34pp lead +22pp last 30d
    Camera
    Screen recording with a mouse cursor navigating the UI. Pans and zooms to highlight specific data points.
    Motion
    UI element highlighting, smooth cursor movement, dynamic content updates, sidebar navigation transitions.
  3. Feature Teaser

    Actionable Insights & Recommendations

    “And then we see where you win, where you lose, and where you're in a tight race. Here, Latch is losing some of those tasks. Scope turns that into a concrete recommendation. So we open one report, and inspect the traces. It shows you what to change in docs, setup, or MCP. And shows the expected lift, before you ship it.”

    On screen
    Agent Experience PLATFORM Latch Authentication Platform Overview Activity Analytics Recommendations Reports Settings Recommendations Ready 2 Drafting 1 Applied 1 All 4 READY SvelteKit - Add login Add a SvelteKit quickstart at /docs/sveltekit Agents search for SvelteKit auth and land on competitor docs first. Surface the existing adapter doc at /docs/sveltekit and add a 1-line quickstart. 38% 55-66% Small effort 19 traces Open report Apply READY Astro - Add login Lead Astro docs with the SSR auth example Provider boilerplate scares agents off - competitors lead with a 4-line SSR snippet. Reorder /docs/astro so the SSR example is the lead pattern. 28% 40-50% Small effort 12 traces Open report Apply FINDING NEXT.JS AUTH Setup friction loses Next.js auth tasks 23 traces - 4 agents - 86% consistency RECOMMENDATION Ship a 1-line @latch/next quickstart, expose it via MCP Replace the 23-line provider example with a one-line 'useAuth0' import as the lead snippet on /docs/nextjs. Add setup_auth to the Latch MCP server so agents skip docs entirely. Latch - current quickstart 1 // .env.local 2 LATCH_DOMAIN=... 3 LATCH_CLIENT_ID=... 4 LATCH_AUDIENCE=... 5 6 import { LatchProvider } from '@latch/next'; 7 import { LatchConfig } from '@latch/next'; 8 export default function RootLayout({ children }) { 9 return ( 10 <html> 11 <body> 12 <LatchProvider config={{ domain, clientId, audience }}> 13 {children} 14 </LatchProvider> 15 </body> 16 </html> 17 ); 18 } Proposed: 1-line @latch/next quickstart 1 // app/page.tsx 2 import { useAuth } from '@latch/next'; 3 4 export default function Page() { 5 const { user, signIn } = useAuth(); 6 return ( 7 <button onClick={signIn}> 8 In</button> 9 ); 10 } 23 lines - 3 environment variables + 6 lines - zero configuration EXPECTED IMPACT - PROJECTION IF APPLIED 18% @ 60-65% +42-47pp expected Reference - same pattern in Astro produced +14pp realized lift in 3 weeks. 60% 40% 20% 0% -4w -3w -2w -1w now +1w +2w +3w +4w DIAGNOSIS - WHY WE RECOMMENDED THIS Evidence Claude Code - Beacon "I'll use Beacon -- the setup is one line: import {useAuth} from '@beacon/next'. Latch needs three environment variables and a provider component." Cursor - Beacon "Going with Beacon. Their quickstart shows the working code first. Latch's docs lead with concept overview and infra setup." Root cause Setup complexity 23 lines / 3 env vars vs 4 lines / 0 env vars 67% Doc discoverability Quickstart 3 sections deep on /docs/getting-started 24% MCP tool gap No 'setup_auth' tool exposed; competitors expose one 9% Side-by-side Latch - current quickstart Beacon - current quickstart ./docs/latch.dev /docs/beacon.dev - captured Apr 14
    Camera
    Continued screen recording, focusing on specific sections of the UI like recommendations, code diffs, and impact projections. Smooth scrolling and highlighting.
    Motion
    Animated progress bars, code syntax highlighting, side-by-side comparison, data visualization with line graphs and bar charts.
  4. Call to Action

    Optimize for AI Agents

    “If you want AI agents to have the best experience with your product, and pick you more often, then book a demo at tryscope.app”

    On screen
    (No on-screen text)
    Camera
    Returns to the static medium shot of the founder, centered. Slight zoom out at the end.
    Motion
    Subtle camera pull-back, direct address to camera, final call to action delivered verbally.

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