The IRIS ranking · Checked 2026-11-06

Agent Readiness 100.

The next billion visitors to a website won’t be human. Which of the most important tech companies are ready for agents as customers? Same 8 public checks for everyone. Score your own site →

All Fintech SaaS & productivity Dev tools & infra AI labs & models Data Consumer & marketplaces

75Average score · AI labs & models

8/12Have llms.txt

1/12Expose OpenAPI or MCP at the root

Rank	Company	Sector	Score	Δ	HTTPS	AI bots	Sitemap	JSON-LD	Meta	llms.txt	API/MCP	No-JS
8	pika.art	AI labs & models	100	new	●	●	●	●	●	●	●	●
24	cohere.com	AI labs & models	85	new	●	●	●	●	●	●	○	●
27	fireworks.ai	AI labs & models	85	new	●	●	●	●	●	●	○	●
31	mistral.ai	AI labs & models	85	new	●	●	●	●	●	●	○	●
39	runwayml.com	AI labs & models	85	new	●	●	●	●	●	●	○	●
40	suno.com	AI labs & models	85	new	●	●	●	●	●	●	○	●
60	together.ai	AI labs & models	75	new	●	●	●	●	○	●	○	●
64	replicate.com	AI labs & models	70	new	●	●	●	○	●	●	○	●
71	anthropic.com	AI labs & models	60	new	●	●	●	○	●	○	○	●
78	groq.com	AI labs & models	60	new	●	●	●	○	●	○	○	●
80	huggingface.co	AI labs & models	60	new	●	●	●	○	●	○	○	●
93	midjourney.com	AI labs & models	45	new	●	○	●	○	●	○	○	●

Automated, read-only checks of public files (robots.txt, sitemap.xml, llms.txt, /openapi.json, /.well-known/mcp.json, homepage HTML). Sites that blocked our checker are excluded. A low score isn’t a verdict on the product, only on how easily agents can use it. Re-checked weekly; companies can ask for a re-check anytime.