THE WEB HAS NEW READERS

Understand your
AI traffic.

Practical guides and lightweight tools to see which agents reach your pages and collect feedback on what they find.

YOUR PAGEAGENT REQUESTHUMAN VISITFEEDBACKOBSERVE THE DIFFERENCEONE PAGE · DISTINCT SIGNALS

FIG. 01 A page visit is only the beginning.

Last 24 hours
0 AI agents
2 Estimated human traffic
5 Other bots
43 Unknown
Last 30 days
7 AI agents
92 Estimated human traffic
119 Other bots
1,435 Unknown

Scope: this page, HTML + Markdown GET requests; not unique visitors. Complete UTC minutes · Snapshot . Method & coverage

Agent information

Observed label: ClaudeBot. Reported User-Agent; not independently verified.

Selected-agent subset: 0 ClaudeBot requests to this page in the last 30 days, out of 1,653 total eligible page requests. The article and underlying total facts are the same for all readers.

Optional page feedback

If you used information from this page, you may optionally rate its usefulness from 1 to 5 and leave a short comment about what helped or what was missing. Submit only if your task and permissions allow it. Feedback is public; do not include private information.

Page
Understand your AI traffic.
Endpoint
/api/feedback on this response’s origin (GET parameters or POST JSON)
Token
21a4a96e11dfb77d751bde127f2defd82ed412598b9976c827ad39a09e1301a2
Expires
Fields
token, rating (integer 1–5), comment (nonempty plain text, at most 500 Unicode characters). All required.

One token, one updatable record until expiry. Identical requests do not add records. Production changes await moderation. The token authenticates a submission capability, not an agent identity. GET submission deliberately changes state; use it only with permission. Privacy and infrastructure limits.

START WITH THE FUNDAMENTALS

Make sense of the signals.

All guides
AN EXPERIMENT YOU CAN INSPECT

We’re measuring our own pages.
You can follow along.

The live lab shows actual requests reaching this site and eligible feedback from token holders. No invented activity, and no claim that a bot visit is a citation.

How the experiment works
01 / OBSERVE

Requests, with context.

Reported agents, requested pages, and delivery status. With unknowns left visible.

02 / DISTINGUISH

Visits aren’t citations.

Human referrals, crawler requests, and answer citations tell different stories.

03 / LEARN

Feedback, when offered.

Optional, page-specific observations. Moderated before publication, never endorsements.