Directory · Voice, speech and transcription
Read AI — what a crawler receives from read.ai
Website measurement, not a product review. This page records what machine clients received from read.ai. It does not evaluate Read AI software, features, pricing or support.
Answer engines can technically reach this site, but get little they can use.
AI visibility 72/100, measured 2026-10-12 10:02 UTC from outside its network, as each named AI and search crawler and as a browser. An engine can technically reach this site and would struggle to get anything quotable out of it.
Held at C A medium-severity finding sets the letter.
4
findings
✓
llms.txt on its host
✗
entity map on its host
6
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?
At least one answer engine was refused, challenged or served less than a browser.
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 quote, because the three run in order.
What to fix
4 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 3 Note
1Almost nothing a machine receives from this page is readable text4.8% of 106,176 decompressed bytes is visible text, and the largest single block is inline javascript at 3,867 bytesMediumDeveloper
What we saw
4.8% of 106,176 decompressed bytes is visible text, and the largest single block is inline javascript at 3,867 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 Webflow (detected)
- Remove unused interactions and custom code embeds; Webflow's own runtime cannot be reduced.
- Put the main text in the page itself, not in elements filled by script.
Why this was decided
| Rule | PAGE_IS_MOSTLY_CODE · rule pack sv31 · scope route |
|---|---|
| Evaluated | 2026-10-12 10:02:56 UTC |
| Decision | d1:54a999d46574cdbc9674 · finding f1:bf075e7327a99ae1cd49 resolve either at /api/graph/<id> with a key |
| Observer | crawlcheck-worker build a0b27a0e · audit v4 |
What it rests on
| Identity | Status | Bytes | sha256 | Kept |
|---|---|---|---|---|
| read: / | 200 | 106,295 | dff648330d1c | kept |
23 more in the manifest.
Artifacts: manifest:b5ef3eafa73aa787b71365dafb55223a7d875c9c79dbe3a98a26567d8d0cf8d4
Grade effect Caps the letter at C. Without it the letter would be B (score 72). Moves no points; the score is built from the measured rows.
Rule PAGE_IS_MOSTLY_CODE under scoring rules v31 · fingerprint PAGE_IS_MOSTLY_CODE|/ · persisting (4 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 3
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, $749 once.
Get this fixed — $749The main product
We fix the 4 findings on read.ai. $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 106,176 decompressed bytes the homepage delivers, 4.8% is text a reader or a model can actually use. Most of what a crawler downloads here is not words.
- Readable text 4.8% · 5,085 B
- Markup & attributes 66.8% · 70,907 B
- Structured data (JSON-LD) 0.7% · 787 B
- Inline CSS 3.7% · 3,961 B
- Inline JavaScript 22% · 23,372 B
- Inline SVG 1.5% · 1,608 B
- HTML comments 0.4% · 456 B
The individual blocks that weigh the most, so the fix is a search rather than a hunt:
- Inline JavaScript · 3,867 B (3.6%) — unnamedopens
(function () { const TARGET = "https://app.read.ai/analytics/landing"; - Inline JavaScript · 3,439 B (3.2%) — unnamedopens
(function () { 'use strict'; var ORIGIN = 'https://www.read.ai'; var L - Inline JavaScript · 3,295 B (3.1%) — unnamedopens
(function(f,b){if(!b.__SV){var e,g,i,h;window.mixpanel=b;b._i=[];b.ini - Inline JavaScript · 3,199 B (3%) — unnamedopens
// Based on https://discourse.webflow.com/t/detect-browser-language-an - Inline JavaScript · 2,592 B (2.4%) — unnamedopens
const REDIRECT_URL = "https://app.read.ai/analytics/reports"; const FA
What changed
- 2026-10-12the homepage began taking more than one redirect to reachappeared
- 2026-09-27the homepage read as mostly markupappeared
- 2026-09-19a stale edge copy was servedappeared
6 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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