AI-Readiness Directory · SaaS & dev tools
The most AI-ready SaaS & dev-tool sites
We scanned the SaaS and developer-tool sites agents reach for most and graded how well an AI agent can find, read, and act on each one. Higher means an agent can actually use the product, not just see a marketing page.
Every site is graded against the AgentReady standard — roughly 30 checks across 6 categories (discoverability, content, capabilities, identity, commerce, and AI visibility) — and re-scanned weekly.
| Rank | Site | Grade | Score | Biggest gap |
|---|---|---|---|---|
| 1 | Sentry | B | 83 | AI Visibility |
| 2 | MongoDB | C+ | 78 | AI Visibility |
| 3 | Segment | C+ | 78 | AI Visibility |
| 4 | Cloudflare | C- | 71 | Commerce |
| 5 | Atlassian | C- | 71 | Capabilities |
| 6 | Render | D+ | 67 | Commerce |
| 7 | Vercel | D+ | 67 | Commerce |
| 8 | Supabase | D | 66 | Commerce |
| 9 | Zapier | D | 65 | Commerce |
| 10 | Linear | D- | 62 | Commerce |
| 11 | Stripe | D- | 60 | Capabilities |
| 12 | Netlify | D- | 60 | Commerce |
| 13 | Intercom | F | 59 | Capabilities |
| 14 | Postman | F | 59 | Commerce |
| 15 | Slack | F | 57 | Commerce |
| 16 | Twilio | F | 57 | Commerce |
| 17 | Asana | F | 54 | Capabilities |
| 18 | Auth0 | F | 54 | Capabilities |
| 19 | Datadog | F | 52 | Capabilities |
| 20 | Airtable | F | 50 | Capabilities |
| 21 | Snowflake | F | 47 | Capabilities |
| 22 | Figma | F | 46 | Commerce |
| 23 | Notion | F | 46 | Commerce |
| 24 | GitHub | F | 43 | Commerce |
| 25 | HashiCorp | F | 9 | AI Visibility |
Want to see where your own site lands?
Scan your own site free →FAQ
What makes a saas & dev tools site "AI-ready"?
An AI-ready site lets an automated agent find it, read its content without running JavaScript, and act on it — through clean structure, machine-readable data (JSON-LD, llms.txt), open crawl access, and exposed tools. We grade each site against the AgentReady standard across six categories.
How are these rankings calculated?
Each site is scanned and scored 0–100 against the AgentReady standard — roughly 30 automated checks across discoverability, content, capabilities, identity, commerce, and AI visibility. The leaderboard ranks by overall score, highest first, and re-scans weekly so grades stay current.
Can I get my own site graded?
Yes — scanning any site is free. Enter your URL on the AgentGauge homepage and you'll get the same grade, category breakdown, and the specific fixes that would raise it.