Agent Ready

AI agent-readiness scanner

Category: Developer Tools
Primary Subcategory: AI Search & LLM Visibility (AEO/GEO)

Integration details

Description

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.

Integration type: Plugin
Verification status: Not applicable
Platform: ChatGPT
Category: Developer Tools
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: 3
Geography: US

ChatGPT Plugin Discovery Score

ChatGPT Plugin discovery is coming soon

ChatGPT can surface a Plugin when it matches a user's request.Your Plugin Discovery Score measures how often yours appears.

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ChatGPT recommends Airtable when a user asks it to update a CRM. — ChatGPT surfaces Airtable because it matches the user's request.

Primary Subcategory

Competing in ChatGPT AI Search & LLM Visibility (AEO/GEO)

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Listed in alphabetical order

Primary Subcategory

Agent ReadyComing soonGet notified

AIclicksComing soonGet notified

AirOpsComing soonGet notified

AmplifyrComing soonGet notified

Asva AIComing soonGet notified

Tools

3 tools agents can invoke

Natural-language search (NLWeb /ask) over Agent Ready's own content — scoring methodology, the check registry, the specs it validates, and the content library (explainers, comparisons, how-to guides, glossary). Returns Schema.org-typed result objects. Optional itemType narrows to a corpus type; mode 'summarize' adds an extractive summary.
ask
Fetches a previously started scan by its id — use this to check on a scan that was still running. Renders the same interactive score card.
get_scan
Scans a public website for how readable it is to AI agents and crawlers, returning a 0–100 Vercel agent-readability score, an llms.txt score, and a per-check breakdown with fixes. Renders an interactive score card. Most scans finish in under a minute; a slow scan returns a scan id you can re-check with get_scan.
scan_site

Agent Ready FAQ

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 2026-09-29, Agent Ready competes with AIclicks, AirOps, Amplifyr, Asva AI, AthenaHQ, AuthorityPrompt GPT, Beamtrace, BrightEdge, ChatFeatured, DolphinX, Finseo, GEO Tool Check, IQRush, Laup, LightSite AI, LLM Pulse, Maxed Marketing, Omnia, Peec AI, PerceptionX, Pierview, Promptwatch, Radarkit, Ranked AI, Rapid Wombat, Searchable, SearchFit, seoClarity ArcAI, Signal Advisor, Signal Pulse, Sitelemetry, Temso, Trakkr, upword, Webless, Website Auditor, 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.

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ChatGPT Plugin discovery is coming soon

Competing in ChatGPT AI Search & LLM Visibility (AEO/GEO)

3 tools agents can invoke