AI assistants cite Relaykit in 22% of answers (n=600); Courierly is at 54%.
We cannot see agent traffic yet. Install the collector (about 5 minutes) to see who is trying your product.
Fix first: add a code example to your idempotency page, which ChatGPT read but did not cite.
22%
of 600 AI answers cited Relaykit. That's your Share of Agent.
n=600 · 95% range 19–25%
About the same as last week (+3 pts, too small to call).
Install the collector.
About five minutes. Then we can see which agents use your API or MCP server.
Install guideShare of Agent
22%
About the same as last week (+3 pts, too small to call)Your true share very likely sits between 19–25% (95% range, n=600).
You win 5 of 30 buyer questions; Courierly wins 17 of 30. A question counts as won when assistants consistently cite you for it.
Share of the same answers that cited each name. Whiskers are 95% ranges.
n=600 answers · 5 of 5 assistants
Based on AI assistants' answers, which can be wrong. Check the cited sources.
Install the collector to see this.
Then we can tell you which agents try your API or MCP server, and whether they get what they came for. It takes about 5 minutes and sends us the robots, plus visits from AI assistants. Ordinary visitors never leave your stack.
Collector not installed
Install the Primetra collector (about 5 minutes) to see which agents try your API or MCP server. Until then the Used numbers stay blank.
Check the install guideThree fixes this week, most important first.
Fix 1: Add a code example to your idempotency page
ChatGPT read the page but cited a competitor whose page shows the code.
Put this directly under the page title, before the longer explanation. Last updated: add a visible date.
Download fix 1 as a .patchWe re-check on Nov 9 and tell you whether it worked.
Fix 2: Serve your docs as markdown
Fix 3: Publish an llms.txt
Your go-to-market plan for the next four weeks.
Buyer questions where someone else gets cited and you mostly don't.
“Which email API works with AI agents through an MCP server?”
You: 1 of 20 answers · Courierly leads 65%
Source fact: found.question.mcp_server.share“How do I make email sends idempotent so retries never double-send?”
You: 2 of 20 answers · Sendwright leads 55%
Source fact: found.question.idempotency.share“Which email API has the best documentation?”
You: 3 of 20 answers · Courierly leads 70%
Source fact: found.question.documentation.shareThird-party pages the assistants already cite on your questions. Earn a mention there.
Cited 14 times in answers that skipped you, by Perplexity, ChatGPT.
Example page: reddit.com/
Cited 11 times in answers that skipped you, by Claude, Gemini, Perplexity.
Example page: emailtoolsreview.example/
Cited 9 times in answers that skipped you, by Claude, ChatGPT.
Example page: registry.modelcontextprotocol.io/
3 done · 3 to do · 0 not checked. The ways agents read and use a product, checked against your site.
Docs as markdown
To doServe every docs page at /docs/<slug>.md and answer Accept: text/markdown.
Source fact: fix.readiness.markdown_docsMCP registry listing
To doList the MCP server in the official MCP servers registry with a one-line description of what agents can do.
Source fact: found.source.registry.modelcontextprotocol.io.citedAI search bots allowed
To doAllow OAI-SearchBot, Claude-SearchBot and PerplexityBot in robots.txt.
Source fact: fix.readiness.robots_ai_searchllms.txt
DoneOpenAPI file
DoneMCP server
DoneWeek 1Open the doors
Week 2Answer the three questions
Week 3Earn the mentions
Week 4Measure and repeat
Built from this week's 600 answers and your agent traffic with fixed rules, no guessing. Every line points to the number behind it. · method found-v2 · used-v4 · fix-v1