Directory · Voice, speech and transcription
Grain — what a crawler receives from grain.com
Website measurement, not a product review. This page records what machine clients received from grain.com. It does not evaluate Grain software, features, pricing or support.
Answer engines can reach and read this site. It needs more it can quote.
AI visibility 79/100, measured 2026-10-06 22:19 UTC from outside its network, as each named AI and search crawler and as a browser. An engine can reach and read this site. What is left is giving it something specific to say.
4
findings
✗
llms.txt on its host
✗
entity map on its host
5
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 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
1Two business records on this page claim the same identity1 identity collision in this page's structured data: two nodes share the same url.MediumDeveloper
What we saw
1 identity collision in this page's structured data: two nodes share the same url.
Why it matters
A system resolving which business this page is about has more than one candidate for one identity. Two LocalBusiness or Organization nodes sharing a phone number, an @id or a coordinate pair give a retrieval system no way to decide which record is the entity, so it may pick either or neither. This reads only what the page declares - it does not assert the business is duplicated or wrongly located.
How to fix it
Merge the duplicate business nodes into one, keep a single @id, and remove any plugin that emits a second empty LocalBusiness record.
Developer: a template, theme or application change — a developer touches it
Why this was decided
| Rule | ENTITY_COLLISION · rule pack sv28 · scope route |
|---|---|
| Evaluated | 2026-10-06 22:19:02 UTC |
| Decision | d1:e026efd44bba95a7f085 · finding f1:f450005a0924575c6c2b resolve either at /api/graph/<id> with a key |
| Observer | crawlcheck-worker build 68e845bf · audit v4 |
What it rests on
| Identity | Status | Bytes | sha256 | Kept |
|---|---|---|---|---|
| read: / | 200 | 172,217 | 41d8ca8032d9 | already_held |
23 more in the manifest.
Artifacts: manifest:754feb81d97258d115885aaf31d9f2269800f6b7b150c1181ad94322760b7564
Grade effect Would cap the letter at C, but the score (79) already reads B, so the letter is the same without it. Moves no points.
Rule ENTITY_COLLISION under scoring rules v28 · fingerprint ENTITY_COLLISION|/ · persisting (5 scans)
Verify the fix Re-scan after the change. This finding is cleared when ENTITY_COLLISION is no longer reported at /; if it comes back after clearing, it is marked a regression, not a new finding.
ENTITY_COLLISION · 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 grain.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 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 172,206 decompressed bytes the homepage delivers, 6.3% is text a reader or a model can actually use. Most of what a crawler downloads here is not words.
- Readable text 6.3% · 10,840 B
- Markup & attributes 53% · 91,267 B
- Structured data (JSON-LD) 5.4% · 9,223 B
- Inline CSS 6% · 10,287 B
- Inline JavaScript 10% · 17,249 B
- Inline SVG 19.2% · 33,056 B
- HTML comments 0.2% · 284 B
The individual blocks that weigh the most, so the fix is a search rather than a hunt:
- JSON-LD · 6,101 B (3.5%) — unnamedopens
{ "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": - Inline JavaScript · 4,395 B (2.6%) — unnamedopens
(function () { const MAC_SVG_URL = 'https://cdn.prod.website-files.com - Inline JavaScript · 4,196 B (2.4%) — unnamedopens
// ===== Environment + token ===== window.isProduction = window.locati - Inline JavaScript · 3,129 B (1.8%) — unnamedopens
//------------------ swithcing tabs---------------------------- var We - Inline CSS · 3,127 B (1.8%) — a slider libraryopens
.tab-feature-link-grey.w--current { position: relative; border-radius:
What changed
- 2026-10-03score moved 79 → 80score-up
- 2026-09-21a stale edge copy was servedappeared
5 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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Claim the record for grain.comIs this your company?
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Dispute or re-scan
If a reading here is wrong, it is our instrument that is wrong, and we want to know. Tell us what is wrong and the site is re-measured; the result is published as measured. Nothing about a listing, a payment or a request changes a number.
By email instead: hello@crawlcheck.io. Category “Voice, speech and transcription” is our label for what the product is primarily sold as; it is not scored. Back to the directory.