# Intent — API Agent Score

> Score: 75/100 (Grade: B) | Domain: intent.tech | Rubric: 1.0.0 | Checked: October 12, 2026

Intent scored 75/100 (B), classified "partially-ready".

[View full report](https://www.postman.com/ai/ai-ready-apis/company/intent)
[All organizations](https://www.postman.com/ai/ai-ready-apis/llms.txt)

## Summary

- Overall: 75/100 (B)
- Classification: partially-ready

## Category Scores

- API Design: 77/100 (B)
- Developer Experience: 43/100 (F)
- Agent Discovery: 85/100 (A)
- Agent Understanding: 92/100 (A+)
- Agent Usability: 78/100 (B)

## Check Results

### API Design

- [warn] Schema coverage & depth — 25 of 246 public signatures use loose types (anyTypeRatio=0.102). Investigated: sdk 84%.
- [warn] Security & governance hygiene — Bloated footprint: 17 direct dependencies (>15). Investigated: sdk 67%, wellknown 0%.
- [warn] Example coverage — README is present but has no runnable quickstart. Investigated: sdk 50%, docs 0%.
- [skip] Machine-readable, versioned contract — No surface produced evidence for this capability in this run.
- [skip] Auth declared & discoverable — No surface produced evidence for this capability in this run.

### Developer Experience

- [warn] Quickstart present — Quickstart page is reachable at https://knowledge.intent.tech/quickstart (10 variants scanned) but has no runnable code sample in its HTML or .md variant, so there's nothing to copy and run. Investigated: docs 50%.
- [fail] Self-service developer portal — No self-service signup detected — no signup link on the homepage or docs, and no conventional signup path (/signup, /sign-up, /register, /get-started, /console/signup, /dashboard/signup, /try, /try-free, /free, /free-trial, /start, /start-free, /join, /create-account, /account/signup, /auth/signup, /users/sign_up) resolved — so an agent can't onboard on its own. Investigated: docs 0%.
- [fail] Code samples in docs — No code samples detected across 1 sampled docs pages, so a coding agent gets no ready-to-use examples. Investigated: docs 0%.
- [fail] Description completeness — 97/97 operations lack a description. Investigated: sdk 0%.
- [skip] Changelog published — No surface produced evidence for this capability in this run.

### Agent Discovery

- [pass] Docs reachable, not hard auth-gated — All 1 pages are publicly accessible. Investigated: docs 100%.
- [pass] Registry & SDK presence — Indexed on Context7 (geeewhy/intent, 788 snippets). Investigated: docs 100%, sdk 83%, cli 0%.
- [warn] llms.txt present, valid & comprehensive — No llms.txt found at any candidate location (https://knowledge.intent.tech/llms.txt, https://knowledge.intent.tech/docs/llms.txt). Investigated: docs 50%, sdk 0%.
- [warn] Crawlable / AEO — Sitemap has 0 entries but no lastmod values, so crawlers can't tell what changed recently. Investigated: wellknown 75%.

### Agent Understanding

- [pass] Machine-readable errors (RFC 9457) — Single base error "Exception" with 14 subclasses. Investigated: sdk 100%.
- [pass] Operation purpose clarity — Read/write classification is partial: 97/97 classified (96 read, 1 write). Investigated: sdk 100%.
- [pass] Agent-navigable, token-efficient docs — All 1 pages contain server-rendered content. Investigated: docs 100%.
- [warn] Agent instructions file (AGENTS.md) — No agents.md or skill.md context file found (nice-to-have for agent operation). Investigated: sdk 50%, wellknown 0%.
- [warn] Docs structured data — Only OpenGraph/meta tags across 1 assessed pages — no JSON-LD for AI answer engines to cite. Investigated: docs 50%.
- [skip] Description consistency across surfaces — Only 0 surface description(s) with ≥6 tokens available; need at least 2 to compare.

### Agent Usability

- [pass] Idempotency documented — Built-in retry machinery is present (grep-derived). Investigated: sdk 100%.
- [warn] Sandbox separation — No test-mode flag or sandbox environment is exposed. Investigated: sdk 50%.
- [warn] Runnable collection with test scripts — README is present but has no runnable quickstart. Investigated: sdk 50%, platform 0%.
- [skip] Rate-limit signaling — No surface produced evidence for this capability in this run.
- [skip] Pagination documented & consistent — No surface produced evidence for this capability in this run.

## Executive Summary

Intent's API program shows strong agent discoverability and understanding, but two critical gaps are blocking partner adoption: every single API operation lacks a description, leaving partners and their AI agents unable to understand what your API does without guessing, and there is no self-service onboarding path or code samples to help partners get hands-on quickly. Closing these two gaps — comprehensive operation documentation and a frictionless self-service portal with ready-to-run examples — should be the immediate priority to unlock partner-program growth.