AI visibility · Shopify Plus & Magento 2
AI agents read your rendered text — not your JSON-LD.
Your structured data says in stock. The page body says backordered, hidden from human eyes. Browsers respect hidden. Crawlers and AI agents read it out loud — to your customers.
We measure your store across 4 AI agents before we touch anything.
It isn’t a bug in one store. It’s an architecture flaw in every theme that renders stock state after page load.
That’s why it’s worth fixing properly once — and why we can fix it again on the next store in a fraction of the time.
What your JSON-LD saysCORRECT
"offers": {
"availability":
"https://schema.org/InStock",
"price": "1293.00"
}What the agent actually readsWRONG
<div hidden> This item is backordered and ships in 6–8 weeks. </div>
Home Elegance USA — 35,000 SKUs, measured before and after
Same 20-cell grid, run three times: baseline, after the fixes shipped, and again eleven days later to confirm it held.
| Measure | Before | After | Held (11 days on) |
|---|---|---|---|
| Agents calling in-stock items "backordered" | 4 / 4 | 0 / 4 | 0 / 4 |
| Agents confirming "in stock" clearly | 0 / 4 | 3 / 4 | 3 / 4 |
| Agents pushing shoppers to a competitor | 1 | 0 | 0 |
| AI Visibility Score | 5 / 10 | 7 / 10 | — |
| Pages with broken meta | 4,959 | 0 | — |
Published with the client’s permission. Full write-up: Home Elegance USA case study →
A 20-cell grid. The same twenty questions, before and after.
Five question types across four AI agents. No cherry-picked screenshots — you get the full grid both times, plus the raw HTML evidence for every fix.
Measure
Baseline the 20-cell grid, then a diagnostic report: every failure, its root cause, and the code-level fix.
Fix
Five fixes shipped on a duplicated theme — never your live one. Each verified against raw HTML after deploy.
Prove
Re-run the grid. Implementation report with an evidence appendix. Two weeks of Q&A, under 24h response.
Fixed price. Fixed scope. Half up front, half on the report.
Quick Check
One store, no commitment.
- 5 questions × 2 AI agents
- AI Correctness Score out of 10
- Your top 3 fixes, named
- No call required
Correctness Sprint
The full fix, measured both ends.
- Full 20-cell baseline + diagnostic report
- Five fixes shipped and verified in raw HTML
- Re-measure + implementation report
- Evidence appendix for every claim
- 2 weeks Q&A, <24h SLA
Agency & volume
For teams running several stores.
- Everything in Correctness Sprint
- Reports delivered unbranded
- One approver, one thread, one invoice
- Free Quick Check on 3 of your stores first
Ongoing monitoring — $750/month. Monthly re-measure of the grid, 3 hours of implementation, short written report. Added after a Sprint, never sold before one.
Stores above 5,000 SKUs are scoped separately — we’d rather quote it properly than discover it halfway through. Payment 50% to start, 50% on delivery of the implementation report.
What’s in, and what we deliberately leave out
Included
- 20-cell baseline across 4 AI agents
- Diagnostic report — root cause per failure
- Five fixes on a duplicated theme
- Raw-HTML verification after every deploy
- Re-measure + implementation report
- Two weeks of Q&A, under 24h
Not included
- Rankings or category visibility inside AI answers
- Content writing, review generation, link building
- Redesign or new features
- App installs needing owner rights — you install, we configure
You’ll need: theme editor access, someone who can install apps, a single approver, and a representative SKU list per brand.
Find out what four AI agents say about your store.
Free, one store, no call. We send a 2-page PDF with your score and your top three fixes. If nothing’s broken, we’ll tell you that too.
Running several stores? Ask for three.