A deterministic snapshot of whether agents can discover and read your site. Every result
links to the exact file and header we tested, so you can verify it yourself.
We respect robots.txt and Crawl-delay. Our crawler identifies itself as
Code4XBot/1.0 and signs its requests. Three scans per day per address.
Scanning
Snapshot score
8 of 55 dimensions. The full audit covers discovery,
readability, interaction and representation.
rubric v1.4 · snapshot/8
shareable
Want the other 47 dimensions?
The full report adds interaction, schema accuracy, content structure and representation —
plus the generated remediation files for everything that failed here.
One email. No sequence, no newsletter subscription.
Front-end preview. No request left your browser — these results are illustrative and the
Python audit engine is not connected yet.
Reading your result
What does my score actually mean?
The snapshot covers eight of fifty-five checks, so treat it as a temperature reading
rather than a diagnosis. Here is roughly what each band indicates.
0 – 40
Largely invisible
AI systems are struggling to read your site at all. Usually one
or two structural causes rather than fifty small ones — content that needs
JavaScript, or crawlers blocked by a hosting default nobody reviewed.
Typical effort: days to a couple of weeks, and the
first fix usually moves the number a lot.
41 – 70
Readable, not preferred
AI can use your site but it is expensive and ambiguous, so you
lose to competitors who are easier to read. This is where most well-built sites land,
and where the cheapest wins are.
Typical effort: a few days of configuration work,
mostly headers, files and structured data.
71 – 100
Genuinely ahead
You are doing better than almost every site we scan. The
remaining value is in the interaction layer — whether an assistant can complete
your key flows — and in monitoring what engines say about you.
Typical effort: maintenance, plus watching the
standards as they shift.
A low score is not a judgement on your website. Almost none of this was a requirement two
years ago, and most of it is invisible to every tool you currently run.
What the snapshot covers
Eight deterministic checks, chosen because they are cheap to run and expensive to ignore.
L1-01
llms.txt
Present, and valid against the llmstxt.org spec.
L1-09
AI bot policy
13+ named agents, split by training vs citation intent.
L1-13
Auto-discovery
Link tags and HTTP Link headers pointing at your agent files.
L1-06
MCP card
Whether you advertise an MCP endpoint at all.
L2-01
Content negotiation
What you return for Accept: text/markdown.
L2-04
No-JS content
How much of the page survives without JavaScript.
L2-07
Schema density
Valid JSON-LD entity types and whether they are linked.
L1-14
Sitemaps
XML accuracy, and whether a markdown variant exists.