AI visibility for Shopify stores

Every day you're invisible, someone else gets the sale.

You're losing customers you'll never know existed. Shopify has switched on AI shopping channels like ChatGPT by default for eligible stores — but being listed isn't being recommended, and there's no impression data to tell you it's happening.

Your competitors are already in the answer. Here's exactly why you're not.

Free scans are paused while we deliver our founding batch.

LIVE RETRIEVAL TEST
AI ANSWER ENGINE

SHOPPER ASKS

> best magnesium supplement for sleep

ASSISTANT RECOMMENDS

1Competitor Aglycinate, third-party testedCITED
2Competitor B400mg, no fillersCITED
3Competitor Csubscription, sleep-specific blendCITED
—Your storenot retrievable — category missingABSENT

WHY YOU WERE SKIPPED

PRODUCT TAXONOMYmissing
METAFIELDS5 of 9 empty
GTIN / MPNnot set
PRODUCT JSON-LDpartial
Weighted retrieval readiness34
●best magnesium supplement for sleep●organic cotton crib sheets under $80●which running shoe for flat feet●gift for someone who loves coffee●fragrance-free moisturiser for eczema●durable dog harness for pulling●best standing desk for small apartments●non-toxic cookware that lasts
The recommendation gap / 2026

The channel is already moving.

8x

growth in AI-referred sessions to Shopify stores, Q1 2026 YoY

13x

increase in orders from AI-powered search

2x

rate at which new buyers order through AI channels

Sources: 8x sessions and 13x orders, Shopify Q1 2026 commerce data, published May 11, 2026. 2x new buyers, Shopify Q1 2026 earnings call, May 5, 2026.

Adobe found AI-referred shoppers were 33% less likely to leave immediately and spent 45% more time on-site. These are buyers with intent. The stores winning them right now are the ones whose product data an agent can actually read — and that advantage compounds every week it goes unfixed.

The blind spot

You can't see the traffic you're not getting.

There's no impression to report, no rank to track, no analytics event to investigate. The first signal is flat revenue with no obvious cause — which is why most merchants find out six months late.

SHOPIFY ANALYTICSLAST 90 DAYS

AI CHANNEL IMPRESSIONS

—

A flat analytics line with no reported AI impressionsno datano data

Nothing in Shopify admin reports an AI recommendation you didn't win. The channel is invisible by construction.

CATALOG SCANRUNNING
SKUCategoryFieldsStatus
SLP-001missing5 emptyHIGH
CLM-114generic3 emptyMED
MAG-402set1 emptyLOW
SLP-002missing6 emptyHIGH
RST-088generic4 emptyMED

Two ways in.

I run a Shopify store

Find out whether AI assistants can see your products, which competitors are taking your recommendations, and exactly what in your catalog is causing it.

See the Blueprint

I run an agency

Earn $200 for every client who buys a Blueprint through your link. They get a written fix plan; you get paid to implement it.

Become a partner
What gets audited

Three layers. No store access needed.

AI assistants don't pick at random. We show you what they see — and what they're missing about you.

CATALOG LAYER
  • Missing or generic product types — the most common reason a product gets skipped
  • Missing decision attributes — material, dimensions, use case, compatibility — anywhere in your product data
  • Missing product identifiers (GTIN / barcode)
  • Attribute data buried in titles or tags instead of proper fields
  • Naming inconsistency across variants (“100% cotton” vs “Cotton Blend”) — a top trigger for AI misstating your specs
  • Variant completeness and per-variant images
AGENT-READABLE LAYER
  • Whether your store's llms.txt and agent files expose the right data
  • Product JSON-LD validity and completeness
  • Knowledge Base coverage: returns, shipping, sizing, FAQ, brand voice
  • Crawler access — whether AI agents are being blocked at the edge
OFF-SITE LAYER
  • The review sites, forums and publications AI cites when it recommends your competitors
  • Which of those sources never mention you
  • Whether your reviews are visible to AI, or hidden inside a widget
The method

Most 'AI audits' are a screenshot.

AI answers vary between askings and between phrasings. Ask the same question twice and you can get two different brand lists. A single screenshot of one ChatGPT reply proves nothing — which is why most of what's sold as an AI audit is a screenshot and a sales call.

SAME QUESTION, ASKED 5×5 DIFFERENT ANSWERS
RUN 01
Comp AComp CComp F
RUN 02
Comp BComp A
RUN 03
Comp CYOUComp B
RUN 04
Comp AComp DComp B
RUN 05
Comp BComp C
One screenshot would have caught exactly one of these.
  1. 01

    PROMPT BASKET

    25–40 real buying questions in your category, drawn from how customers actually ask, not keyword tools.

  2. 02

    SAMPLED BATTERY

    Every buying question is asked three different ways, because how a shopper phrases it changes which brands AI names. You see a rate, not one lucky answer.

  3. 03

    SOURCE MAP

    The sites AI trusts when it recommends your competitors — and which of them never mention you.

  4. 04

    CITATION SHARE

    How often you're named versus each competitor, measured across every phrasing.

  5. 05

    COMPETITOR GAP MAP

    Which three brands own your queries, and precisely what's in their catalog that isn't in yours.

  6. 06

    90-DAY RE-MEASURE

    The same battery re-run after fixes, so the improvement is proven rather than claimed.

Sample data

Here's what you actually get.

An audit isn't a scorecard. It's a working map from what an AI can't retrieve to the exact data change that makes it legible.

OUTGROWW / VISIBILITY REPORTSAMPLE DATA

Visibility score

WEIGHTED RETRIEVAL READINESS

Sample visibility score: 34 out of 10034SAMPLE SCORE / 100
01

VISIBILITY SCORE

A single number out of 100, weighted by how much each gap actually affects retrieval. 34 means agents can parse roughly a third of what they need to recommend you.

02

CITATION SHARE

Across 40 real buying questions, each asked three different ways. The gap between 4% and 31% isn't a branding problem — it's a data problem.

03

PRODUCT GAP TABLE

Every product, ranked by how much its gaps cost you. Usually 20% of the catalog causes 80% of the invisibility.

04

THE QUESTIONS

You see the actual questions, the actual answers, and the actual brands named ahead of you. Nothing summarized away.

05

FIX LIST

Ordered by impact per hour of work. Hand it straight to your developer — every fix names the exact field and the exact value.

06

90-DAY RE-MEASURE

The same battery, re-run. This is the number that tells you whether any of it worked.

Compare

A screenshot is not a measurement.

 OUTGROWWSCREENSHOT AUDITSEO AGENCYDIY
Shows which sites AI trusts for your competitorsYESNONONO
Full prompt battery, sampled repeatedlyYESNOsometimesNO
Each question asked three ways, not onceYESNONONO
Product-level gap table, every SKU rankedYESNONONO
90-day re-measure to prove the resultYESNONONO

Pricing.

Every day you wait, someone else gets the recommendation.

FREE SCAN

Best for: finding out if you have a problem

$0

Tax includedwithin 24 hours
  • Your AI visibility score out of 100
  • Tested against real buying questions in your niche
  • The competitor AI recommends instead of you
  • No card, no commitment

VISIBILITY REPORT

Best for: knowing exactly what’s wrong

Up to 250 SKUs
$299
251–1,000 SKUs
$499
1,001–5,000 SKUs
$799
Tax includedwithin 48 hours
  • Everything in the Free Scan
  • 25–40 real buying questions, each asked three different ways
  • Exactly which competitors get named instead of you — and how often
  • The sites AI trusts for your competitors — and which never mention you
  • Every product ranked by how many gaps it has
  • A fix list, ordered by what moves your score fastest
  • A written summary you can forward to your team

Up to 5,000 SKUs.

Get my report

MONITORING

Best for: staying ahead once you’re fixed

Up to 1,000 SKUs
$199/mo
Over 1,000 SKUs
$349/mo
Tax includedmonthly
  • Monthly re-measurement of your AI visibility
  • An alert when your score slips
  • An alert when a new competitor starts taking your queries
  • A written trend report every quarter
Start monitoring

Tell me your store URL. I'll tell you what I find.

If your score is fine, I'll tell you that and we're done. I'd rather lose the sale than sell you an audit you don't need.

A few practical questions.

What does Outgroww audit?

Outgroww reviews three layers of Shopify AI visibility: catalog data, agent-readable site data, and off-site sources. The audit checks product types, decision attributes, identifiers, structured data, crawler access, and the third-party sites AI cites when it recommends your competitors.

What is an AI visibility score?

The score is a number out of 100 weighted by how much each catalog, machine-readable data, and channel gap affects an AI assistant's ability to retrieve and recommend a product.

What is included in the free scan?

The free scan tests your store against real buying questions in your niche and shows how often AI assistants recommend you versus your competitors. You get a visibility score out of 100, the competitor being recommended instead of you, and your biggest gaps. It requires your store URL and email. No card, no commitment. Results within 24 hours. Free scans are paused while we deliver our founding batch.

How does a full visibility report measure AI visibility?

A full report uses a basket of real buying questions, each asked three different ways in an AI answer engine. It measures how often you're recommended versus your competitors, and maps which sites the answers cite when they recommend them — rather than relying on a single screenshot.

Can I see a sample report?

Yes. Here's an anonymised sample Blueprint (some figures illustrative) and the AI Implementation Pack that comes with every Blueprint.

Do you implement the fixes for me?

No. You get the exact written plan — every fix names the field and the value — and you or your developer apply it. I never log into your store.

I run an agency. Can I work with Outgroww?

Yes, through our partner program: $200 flat for every AI Visibility Blueprint. Other plans aren't part of the partner program yet. Commissions are paid through Rekomi after a 30-day hold. Your client gets the written fix plan, and you can quote them for implementing it. White-label Blueprints are available for agencies. Email us for details.

Do you need access to my Shopify store?

No. The audit uses public product data only — the same data any AI agent can see.

How long until I see changes in AI answers?

Typically 2–8 weeks after fixes are applied, and timing varies by AI assistant. No one can control how an AI assistant chooses what to recommend, which is why the Blueprint includes a 90-day re-measure.

Do you offer refunds?

Refunds aren't available once your report has been delivered; you agree to this before checkout. Before we start work, you can cancel for a full refund. If a promised deliverable is missing or a finding misstates your store's public data, I fix it free. I recommend a free scan first, so you know whether you have a problem worth fixing.

How do you test AI answers?

We run every measurement in one AI answer engine, using the same fixed method for every store. Different assistants use different data and can answer differently, so your report shows exactly what we measured and when.

Why does my card statement say Dodo Payments?

We sell through Dodo Payments, our merchant of record. Dodo processes the payment, handles tax and issues your invoice, so your statement may show Dodo Payments instead of Outgroww.

Is tax included in the price?

Yes. Prices are in US dollars and include any applicable sales tax or VAT. Dodo Payments calculates the tax portion from your location and shows it on your invoice.

What is the Founding Batch?

The first 10 Blueprint orders between 5 October and 20 October 2026 get delivery within 24 hours and one extra re-measurement about 30 days later. It's not a subscription: nothing renews and nothing more is charged. Extended to 20 October: it now closes 20 October 2026, 23:59 US Eastern, or sooner if all 10 slots go.

I found you through a creator's link. Does that change anything?

Some creators and agencies are paid partners; they earn a commission if you buy through their link. Your price is the same, and partners never see your report.

Can I buy from the EU or UK?

Not yet. We don't currently offer reports to businesses in the EU, EEA or UK. Partners can join from anywhere.

Is Outgroww affiliated with Shopify, OpenAI or Google?

No. Outgroww is independent. Shopify, ChatGPT and Google are trademarks of their owners; we name them only to describe the AI shopping channels merchants sell through.

Find out what an agent sees.

Free scans are paused while we deliver our founding batch.