Agent Ready
Agent Ready checks how readable any website is to AI agents, assistants, and crawlers. Give it a URL and it scans the site against the Vercel Agent Readability Spec, the llms.txt standard, and emerging agent protocols (MCP server cards, A2A agent cards, agents.json), then renders an interactive score card: a 0–100 agent-readability score, an llms.txt score, and a per-check breakdown grouped by site, page, llms.txt, and protocol - each failing check paired with a plain-English fix. Use it to find out why AI tools can't read your content, validate your llms.txt and AGENTS.md, confirm your structured data and Markdown mirrors, and re-scan any time to check that your fixes landed. Each result links to a full, shareable report on agent-ready.dev. Free to use, no account required.
View in the ChatGPT registry- Integration type
- Plugin
- Verification status
- Not applicable
- Platform
- ChatGPT
- Primary Subcategory
- AI Search & LLM Visibility (AEO/GEO)
- Secondary Subcategories
- None listed
- Brand
- Agent Ready
- Access
- No account required
- First tracked
- 2026-06-09
- Tool count
- 2
- Geography
- US
The Primary Subcategory used for this profile’s headline score.
Other Subcategories where the Integration is visible.
ChatGPT Plugin Discoverability Score
ChatGPT organic discovery is not live yet
Agent Ready is tracked in the ChatGPT Plugin registry. Public organic-discovery measurement is not live for ChatGPT yet, so there is no score to publish today.
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Competing in ChatGPT AI Search & LLM Visibility (AEO/GEO)
View CategoryHow the Discoverability Score works
Organic discovery scoring for Agent Ready on ChatGPT is not live yet. The score will use measured agent conversations when it launches.
Organic discovery scoring is pending. Your Plugin score will appear on this scale when measurement goes live.
FoundDiagnostic
Whether Claude found your Plugin in connector search. It must be Found before it can reach the picker, but the score counts picker appearances—not search results.
PickedMain score
How often your Plugin appeared in the picker, or Claude invoked it directly, across contested conversations. This percentage is the Discoverability Score; the headline number is rounded.
PositionedDiagnostic
What position your Plugin appeared in when it was shown in the picker. This shows prominence, but it does not affect the score.
2 tools agents can invoke
How do I improve a ChatGPT Plugin's discoverability?
The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.
What are Agent Ready alternatives on ChatGPT?
As of 2026-08-14, Agent Ready competes with Amplifyr, Asva AI, AthenaHQ, AuthorityPrompt, BrightEdge, Conductor, Conductor, Coveo, IQRush, Ranked AI, Rapid Wombat, seoClarity ArcAI, Temso, upword, Webless, Yolando in ChatGPT AI Search & LLM Visibility (AEO/GEO), ranked by public Discoverability Score.
Where is this profile measured?
This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.