14+

Years in ecommerce

210+

Shopify stores built

$1.5B+

In client GMV

Global

LA / LON / MEL

The shortlist gets written without you.

Retailers evaluate commerce technology through search, AI tools, product information and advice from developers and agencies. This assessment shows how your product holds up across discovery, evaluation and adoption, against named competitors. You get a baseline, a score and a prioritised list of improvements. Our team checks the evidence and explains the findings, with AI assisting the research and analysis.

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Three lenses.
One score.

We score you the way a retailer, their AI engine, and their agency actually check you out, before a sales call ever happens.


1. AI answer visibility

Whether AI recommends you. Prompt-level measurement of how engines describe and recommend you in your category, against named competitors, on the buying prompts retailers actually ask.
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2. Evaluation readiness

Whether you hold up when checked. Docs, integration proof and entity clarity, assessed the way a retailer's developer and their agency would check them before recommending you.
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3. Adoption friction

Whether implementation is easy. Where onboarding stalls, what agencies hit when they try to implement you, and which fixes cut time-to-value fastest.

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Chosen by Shopify Plus brands worldwide.

What you get

1. A scored report across all three lenses, so you know exactly where you stand
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2. Prompt-level visibility data against named competitors in your category
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3. Docs, integration proof and entity clarity assessed and gapped
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4. A prioritised backlog of fixes, ranked by impact, that's yours to keep whoever executes it
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5. A working session to walk through the findings together, not just a document dropped in your inbox

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How it works

Step 1

We measure discoveryTracked prompts across the AI engines retailers use, scored against named competitors in your category.
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Step 2

We check evaluation and adoption.Docs, integration proof and entity presence get checked the way a retailer's developer and agency would check them. We map where onboarding stalls.
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Step 3

You get the report and the session.A written report plus a working session to walk through the backlog together. Take it to your own team, or run it through us.
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Timeline

Typically 2-3 weeks from kickoff to delivery. Nothing we do touches your live product.
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Scope

Scope confirmed before we start. No hourly billing, no surprises.
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Who this is for

For technology brands

Platforms, apps and commerce technology companies selling into retailers and ecommerce brands.
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Selling directly to consumers through your own store instead? You want the Agentic Commerce Assessment.

Go to Agentic COmmerce assessment

Common questions

What the assessment covers, how long it takes and what you get.

Platforms, apps and commerce technology companies selling into retailers and ecommerce brands. If you're a brand selling products through your own store, the Agentic Commerce Assessment is your version.

Three things: how retailers and their AI engines discover you (prompt-level visibility against named competitors), how you hold up when evaluated (docs, integration proof, entity clarity, pricing signals), and where adoption friction stalls implementations.

The AI Visibility Assessment measures one lens: how AI engines describe and recommend you. This assessment adds the evaluation and adoption lenses, built specifically for technology companies whose buyers are retailers, developers and agencies.

Scope is confirmed before the engagement starts. The backlog is yours to keep, whoever executes it.

Typically 2-3 weeks end to end. A written report plus a working session to walk through it together. Nothing we do touches your live product.