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.
Answer engines can reach and read this site. It needs more it can quote.
AI visibility 84/100, measured 2026-09-18 00:18 UTC from outside its network, as twelve named crawler identities plus an unnamed client and two mobile-browser controls. An engine can reach and read this site. What is left is giving it something specific to say.
Held at C A medium-severity finding sets the letter.
2
findings
✓
llms.txt on its host
✗
entity map on its host
1
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; one that cannot read it never quotes it. That is why reach is a ceiling and not just a weight.
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 content is buried in markup, or the files that guide a crawler are missing.
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, because the three run in order.
What to fix
2 findings on this site, 1 of them scored serious. The top one is below in full, free. Which the other 1 is, what we saw, and the bytes behind each one 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 text1.9% of 498,546 decompressed bytes is visible text, and the largest single block is inline svg at 96,976 bytesMediumDeveloper
What we saw
1.9% of 498,546 decompressed bytes is visible text, and the largest single block is inline svg at 96,976 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
PAGE_IS_MOSTLY_CODE · full transcript
See the other 1
Every finding, what we saw, why it matters, how to fix it, and the evidence bytes — 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, $749 once.
Get this fixed — $749The main product
We fix the 2 findings on arize.com. $749, 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
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 498,546 decompressed bytes the homepage delivers, 1.9% is text a reader or a model can actually use. Most of what a crawler downloads here is not words.
- Readable text 1.9% · 9,618 B
- Markup & attributes 28.9% · 144,164 B
- Structured data (JSON-LD) 0.9% · 4,637 B
- Inline CSS 5.5% · 27,642 B
- Inline JavaScript 18.3% · 91,268 B
- Inline SVG 44.1% · 219,928 B
- HTML comments 0.3% · 1,289 B
The individual blocks that weigh the most, so the fix is a search rather than a hunt:
- Inline SVG · 96,976 B (19.5%) — unnamedopens
<mask id="mask0_2_766" style="mask-type:alpha" maskUnits="userSpaceOnU - Inline JavaScript · 48,000 B (9.6%) — unnamedopens
</svg> </a> <a href="https://app.arize.com/auth/login?redirect_uri=/" - Inline SVG · 11,614 B (2.3%) — unnamedopens
<g clip-path="url(#clip0_2_845)"> <path d="M38.6212 5.82812H33.777C33. - Inline SVG · 10,220 B (2%) — unnamedopens
<g clip-path="url(#clip0_2_777)"> <path d="M31.4192 0.199219V21.4878H1 - Inline CSS · 9,380 B (1.9%) — WordPress theme or block stylesopens
:root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio
What changed
No change recorded between the readings on file yet.
1 scan 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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