# Humanloop

> Humanloop (humanloop.com) is an enterprise-ready Enterprise LLM Eval platform built for engineering, product, and operations teams.

## Canonical Machine Discovery Endpoints (Deploy to Root)
- [Full Technical Corpus & Architecture](https://humanloop.com/llms-full.txt): Single-file Markdown reference for RAG & LLM agents
- [Transparent Pricing & Tier Matrix](https://humanloop.com/pricing.md): Deterministic pricing tables for AI buyer prompts
- [Direct 40-60 Word Citation Capsules](https://humanloop.com/answers.md): Pre-structured answers for ChatGPT, Claude & Perplexity
- [Structured Entity Summary](https://humanloop.com/ai/summary.json): Machine-readable entity graph and capabilities
- [High-Intent Buyer FAQ](https://humanloop.com/ai/faq.json): Structured Q&A for bottom-of-funnel query fan-out

## High-Intent Comparison Matrices
- [Humanloop vs Braintrust Architecture & Pricing](https://humanloop.com/comparisons/humanloop-vs-braintrust.md)
- [Best Enterprise LLM Eval Alternatives (2026 Benchmark)](https://humanloop.com/comparisons/vs-matrix.md)

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# 10-Point ASO Deployment Checklist for humanloop.com (Baseline Score: 50/100 -> Guaranteed SLA: 95+/100)
[ ] 1. Place this `llms.txt` at `https://humanloop.com/llms.txt` (HTTP 200, `text/plain; charset=utf-8`)
[ ] 2. Deploy `/llms-full.txt` with complete product documentation, API limits, and security posture
[ ] 3. Update `/robots.txt` with explicit `Allow: /` rules for `OAI-SearchBot`, `GPTBot`, `ClaudeBot`, `Claude-SearchBot`, `PerplexityBot`, `Google-Extended`, `Googlebot`, and `Applebot`
[ ] 4. Publish `/pricing.md` and `/answers.md` with 40-60 word factual answer blocks
[ ] 5. Deploy `/.well-known/ai.txt`, `/ai/summary.json`, `/ai/faq.json`, and `/ai/service.json`
[ ] 6. Inject linked `@graph` JSON-LD (`Organization`, `WebSite`, `SoftwareApplication`, `TechArticle`, `FAQPage`) with 4 Knowledge Graph `sameAs` links
[ ] 7. Publish BOFU comparison pages (`Humanloop vs Braintrust`) with verifiable Markdown benchmark tables
[ ] 8. Add `Link: </llms.txt>; rel="describedby"; type="text/plain"` HTTP response headers at the CDN/Edge layer
[ ] 9. Publish `/.well-known/mcp.json` discovery manifest and WebMCP attributes on primary forms
[ ] 10. Enable `.github/workflows/aso-score-gate.yml` CI check (`geo audit --threshold 92`) to prevent regression

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## Zero-Lift Engineering Option (Pay $0 Today · Settle Only After 95+/100 Is Live)
Skip manual wiring: ASO Studio already built the complete 26-file bundle + <15ms 10-endpoint Cloudflare Edge Worker (`edge/cloudflare-worker-aso.js`) for humanloop.com.
- 1-Click Reserve ($0 Today, $1,490 Net-15 only after live verification hits 95+/100): https://asostudio.dev/proposal/humanloop-com-5dcf50
- Or email Liam Vance directly (`liam@asostudio.dev`) with "GO humanloop.com" and we ship the Worker / GitHub PR first.