Directory · ML platforms and experiment tracking
Comet — what a crawler receives from comet.com
Website measurement, not a product review. This page records what machine clients received from comet.com. It does not evaluate Comet software, features, pricing or support.
Answer engines are being served something other than this site.
AI visibility 75/100, measured 2026-09-18 02:47 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 D A high-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?
An assistant would have to paraphrase your page instead of quoting a fact.
The stage to fix first is read, because the three run in order.
What to fix
2 findings on this site, 2 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 High 1 Medium
1robots.txt points at a sitemap that failsrobots.txt declares this sitemap and it resolves to the site's catch-all page (text/html; charset=utf-8, 6,694 bytes) - the same page a path that cannot exist rHighDeveloper
What we saw
robots.txt declares this sitemap and it resolves to the site's catch-all page (text/html; charset=utf-8, 6,694 bytes) - the same page a path that cannot exist receives. /sitemap_index.xml
Why it matters
robots.txt advertises a sitemap URL that does not resolve. Crawlers that trust the declaration and fail get nothing.
How to fix it
robots.txt names a sitemap that does not resolve. Fix the URL in robots.txt or publish the sitemap at the path it names.
Developer: a template, theme or application change — a developer touches it
Evidence bytes
<!doctype html><html lang="en"><head><meta charset="utf-8"><title>Comet | Supercharging Machine Learning</title><meta name="keywords" content="comet, machine learning"/><meta name="author" content="Comet"><meta name="viewport" content="width=device-width,initial-scale=1,shrink-to-fit=no,maximum-scale=1"><html itemscope itemtype="http://schema.org/Webpage"><meta itemprop="image" content="https://cdn.comet.com/img/facebook-1200x630.png"><meta name="twitter:card" content="summary"><meta name="twitter:site" content="@cometml"><meta name="twitter:title" content="Comet - Supercharging Machine LearniDECLARED_SITEMAP_BROKEN · 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 comet.com. $749, once.
2 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 llms.txt. 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 295,239 decompressed bytes the homepage delivers, 4% is text a reader or a model can actually use. Most of what a crawler downloads here is not words.
- Readable text 4% · 11,713 B
- Markup & attributes 33.2% · 98,039 B
- Structured data (JSON-LD) 0.3% · 957 B
- Inline CSS 30.9% · 91,150 B
- Inline JavaScript 30.4% · 89,726 B
- Inline SVG 1% · 3,034 B
- HTML comments 0.2% · 620 B
The individual blocks that weigh the most, so the fix is a search rather than a hunt:
- Inline JavaScript · 80,780 B (27.4%) — unnamedopens
(window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{ - Inline CSS · 32,597 B (11%) —
#global-styles-inline-cssopens:root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio - Inline CSS · 9,624 B (3.3%) —
#core-block-supports-inline-cssopens.wp-elements-1 a:where(:not(.wp-element-button)){color:var(--wp--prese - Inline CSS · 8,945 B (3%) — WordPress theme or block stylesopens
.wp-block-image>a,.wp-block-image>figure>a{display:inline-block}.wp-bl - Inline CSS · 5,920 B (2%) — WordPress theme or block stylesopens
.scroll-hero{--scroll-top-offset:0;--scroll-top-padding:0;position:rel
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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