Directory · LLM observability and evaluation
Arize AI — what a crawler receives from arize.com
Website measurement, not a product review. This page records what machine clients received from arize.com. It does not evaluate Arize AI software, features, pricing or support.
AI assistants like ChatGPT can find, read and quote your site. 2 small things to tidy.
AI visibility 90/100, measured 2026-11-02 12:36 UTC from outside its network, as each named AI and search crawler and as a browser. An engine can reach this site, read it, and quote a specific fact about it. That is the whole job.
Held at C A medium-severity finding sets the letter.
2
findings
✓
llms.txt on its host
✗
entity map on its host
9
scans on record since 2026-09-18
The three stages, in the order an engine hits a site
Each stage gates the next: an engine that cannot reach a page never reads it, and one that cannot read it never quotes it.
Stage 1 · 40% of the score
Reach
Can a named answer-engine crawler get your pages at all?
Every named crawler was served the same page a browser gets.
Stage 2 · 30% of the score
Read
Once it has the bytes, can it find the words?
The delivered HTML is mostly content, and the machine files point at the rest.
Stage 3 · 30% of the score
Quote
Is there a specific fact it can state and attribute?
The facts an assistant is asked for are declared and consistent.
The stage to fix first is read, the lowest of the three.
What to fix
2 findings on this site, 1 of them scored serious. Every one is named below; the top one is shown in full, free. What we saw, why each matters, how to fix it and the bytes behind it are what a licence buys — or we implement the whole list for you.
1 Medium 1 Note
1Almost nothing a machine receives from this page is readable text2.2% of 415,443 decompressed bytes is visible text, and the largest single block is inline svg at 11,614 bytesMediumDeveloper
What we saw
2.2% of 415,443 decompressed bytes is visible text, and the largest single block is inline svg at 11,614 bytes
Why it matters
A crawler pays for every byte it fetches and can only quote the text. Under 5% readable content means an answer engine downloads the whole page and comes away with almost nothing it can use — the difference between being quotable and being skipped. The content-ratio row above passes at 20%, so without this a page at 2% and a page at 19% were scored identically.
How to fix it
Move inline CSS and JavaScript into external files, drop unused page-builder styling, and make sure the words a visitor reads are in the HTML itself.
Developer: a template, theme or application change — a developer touches it
On WordPress (detected)
- Page builders add most of the code: in Elementor turn on the optimized DOM output and improved asset loading features; remove plugins that inject scripts on every page.
- Let a cache or optimization plugin defer JavaScript and remove unused CSS, then rescan to see the text share move.
Fix it with a coding agent
Paste into Claude Code, Cursor or Codex, opened on the code that serves this site.
Show prompt
You are working in the codebase (or server/CDN configuration) that serves arize.com. A crawler audit found the problem below. Fix it at the source, keep the change as small as possible, and do not change anything a visitor sees unless the fix requires it. Finding: Almost nothing a machine receives from this page is readable text (PAGE_IS_MOSTLY_CODE, medium severity) Page: https://arize.com/ What was measured: 2.2% of 415,443 decompressed bytes is visible text, and the largest single block is inline svg at 11,614 bytes Why it matters: A crawler pays for every byte it fetches and can only quote the text. Under 5% readable content means an answer engine downloads the whole page and comes away with almost nothing it can use — the difference between being quotable and being skipped. The content-ratio row above passes at 20%, so without this a page at 2% and a page at 19% were scored identically. How to fix it: Move inline CSS and JavaScript into external files, drop unused page-builder styling, and make sure the words a visitor reads are in the HTML itself. Detected platform: WordPress. Make the change where this platform controls it. Rule and examples: https://crawlcheck.io/rules/PAGE_IS_MOSTLY_CODE Full report (markdown): https://crawlcheck.io/r/ucfynd4nzb.md When you are done: 1. Tell me which files or settings you changed and why. 2. If the fix is a server, CDN or cache setting you cannot change from the code, say exactly where it is set. 3. After deploying, re-scan at https://crawlcheck.io/?url=arize.com . The fix counts when PAGE_IS_MOSTLY_CODE is gone from the new report.
Why this was decided
| Rule | PAGE_IS_MOSTLY_CODE · rule pack sv34 · scope route |
|---|---|
| Evaluated | 2026-11-02 12:36:18 UTC |
| Decision | d1:9405fef1be3f15a19b43 · finding f1:1d23b025ac4cc8d7ddc9 resolve either at /api/graph/<id> with a key |
| Observer | crawlcheck-worker build 5472fbf1 from SIN · audit v4 |
What it rests on
| Identity | Status | Bytes | sha256 | Kept |
|---|---|---|---|---|
| read: / | 200 | 415,489 | ead43f8f3ac3 | kept |
22 more in the manifest.
Artifacts: manifest:9dfe9185028a074a0948ce2005df168b4660be17148237bd1102a15610028e9c
Grade effect Caps the letter at C. Without it the letter would be A (score 90). Moves no points; the score is built from the measured rows.
Rule PAGE_IS_MOSTLY_CODE under scoring rules v34 · fingerprint PAGE_IS_MOSTLY_CODE|/ · persisting (11 scans)
Verify the fix Re-scan after the change. This finding is cleared when PAGE_IS_MOSTLY_CODE is no longer reported at /; if it comes back after clearing, it is marked a regression, not a new finding.
PAGE_IS_MOSTLY_CODE · full transcript
Open the other 1
What we saw, why it matters, how to fix it, and the evidence bytes for every finding — on this report and every re-scan. From $29 a month.
Unlock the findingsOr have them fixed
We implement the list on your site and re-measure, with a sealed before and after. One site, $100 once.
Get this fixed — $100The main product
We fix the 2 findings on arize.com. $100, once.
1 of them are scored serious. One site. You keep the grade for free — this is the part where the list stops being a list.
- Every finding implemented on the site itself: machine files, schema, NAP, the lot
- An entity map authored for your business, not a template with the name swapped
- Measured again afterwards — the before and the after, sealed, so it is evidenced rather than claimed
- Thirty days of monitoring included
- Work starts within two business days
What it covers · one payment, nothing recurring
Sites like yours that fixed the same problem
Matched on WordPress + Cloudflare + Kinsta + Cloudflare Bot Management. A fix counts once two readings confirm it; sites are not named. Read from the technology record of 2026-10-26.
serves no /agents.md (optional)
9 sites on a stack like yours have made this fix (Published agents.md); 9 still hold it. 15 on any stack.
- similar site A (WordPress + Cloudflare + Cloudflare Bot Management; shares platform, bot protection, CDN): fixed 2026-10-31, still fixed today
- similar site B (Cloudflare + Cloudflare Bot Management; shares bot protection, CDN): fixed 2026-10-22, still fixed today
- similar site C (WordPress; shares platform): fixed 2026-10-30, still fixed today
serves no /entitymap.json (optional)
2 sites on a stack like yours have made this fix (Published an entity map); 2 still hold it.
- similar site A (WordPress + Cloudflare; shares platform, CDN): fixed 2026-10-29, still fixed today
- similar site B (Cloudflare; shares CDN): fixed 2026-10-15, still fixed today
The signed answer lists every match.
The chain a crawler follows
The chain breaks at entity graph. Everything after that point is only reachable by a crawler guessing the conventional path.
A machine file that does not parse is worth less than one that is absent, because it looks present. Rows behind this.
Where the bytes go
Of the 415,443 decompressed bytes the homepage delivers, 2.2% is text a reader or a model can actually use. Most of what a crawler downloads here is not words.
- Readable text 2.2% · 9,241 B
- Markup & attributes 49.2% · 204,232 B
- Structured data (JSON-LD) 1.1% · 4,616 B
- Inline CSS 6.7% · 27,882 B
- Inline JavaScript 11% · 45,713 B
- Inline SVG 29.5% · 122,542 B
- HTML comments 0.3% · 1,217 B
The individual blocks that weigh the most, so the fix is a search rather than a hunt:
- Inline SVG · 11,614 B (2.8%) — unnamedopens
<g clip-path="url(#clip0_2_845)"> <path d="M38.6212 5.82812H33.777C33. - Inline SVG · 10,220 B (2.5%) — unnamedopens
<g clip-path="url(#clip0_2_777)"> <path d="M31.4192 0.199219V21.4878H1 - Inline CSS · 9,380 B (2.3%) — WordPress theme or block stylesopens
:root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio - Inline JavaScript · 7,470 B (1.8%) — Google Tag Manager or gtagopens
function agentPromptHandler() { const NODE_CMD = 'npx evals'; const UN - Inline SVG · 6,351 B (1.5%) — unnamedopens
<g clip-path="url(#clip0_2_841)"> <path d="M112.148 16.0339C111.799 16
What changed
- 2026-11-02score moved 88 → 89score-up
9 scans on record, first 2026-09-18. Score movements are shown only between readings taken under the same score version; finding codes are comparable across all of them.
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By email instead: hello@crawlcheck.io. Category “LLM observability and evaluation” is our label for what the product is primarily sold as; it is not scored. Back to the directory.