takumi-beta.vercel.app agent readiness score

Name: takumi-beta.vercel.app agent readiness score
Creator: ora

scanned Nov 3, 2026 · 5s

52/ 100

CNeeds Work

Takumi has clean robots.txt and crawlable content, but lacks WebMCP support, which is its largest scored gap for agents.

Discovery

9/20

Access

12/30

Usability

26/40

Payments

N/A

Group by

Agent Journey

task

What does takumi-beta.vercel.app do, and who is it for?

A real agent works through your live site. This usually takes a minute or two.

Agent traffic

Front shows which agents visit, what they came for, and what your pages couldn't answer. Free plan, no credit card.

Competitive Analytics

Layer profile

Unlock analytics

See your score trend, layer rankings, and competitive position

Make takumi-beta.vercel.app ready for agents

Front builds the agent version of takumi-beta.vercel.app, then shows which agents visit, what they came for, and what your pages couldn't answer.Build takumi-beta.vercel.app for agentsFree plan · No credit cardNot your site? Build yours