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PRODUCT IQ STRESS TEST

See how one product holds up before you change a thing.

Send one product URL. We’ll test your product information against 10 key buying questions. See what it supports, what it leaves unanswered, and which gaps make your product harder for AI to understand, compare and recommend.

One product URL. Results in 5 business days.
No store access required.

HOW IT WORKS

We test your product against the questions that drive the buying decision.

The questions aren’t generic. We build them from buyer language, retailer criteria, specialist guidance, reviews and details specific to your product. Then we test whether your existing product information answers them clearly and whether important brand claims are supported.

WHAT YOU GET

See exactly where your product information holds up and where it breaks down.

See how one product holds up before building Product Intelligence.

For products where buyers need more than price and basic specs to choose.

Especially where suitability, performance, compatibility, use cases, limitations and trade-offs shape the buying decision. Examples include:

AFTER THE STRESS TEST

Build the Product Intelligence that’s missing.

The Stress Test shows what needs attention on one product. Canonica can then build the missing Product Intelligence for that product or across your priority range.

Everything you need to know before you start.

You’ll receive a Product IQ Stress Test report for one priority product, delivered within five business days.

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It includes:

  • a Foundation Readiness check of the essential product data;

  • 10 key buying questions, each rated PASS, PARTIAL or FAIL;

  • where the product information holds up and where it breaks down;

  • the most important gaps, conflicts and unanswered questions;

  • claims that need clarification or stronger support;

  • relevant review and Q&A signals;

  • why the findings matter commercially;

  • a clear recommendation on what to address next.

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The aim is simple: show your team what is already working, what is making your product harder for AI to recommend and buyers to choose, and what to fix first.

They are not pulled from a generic checklist.

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We build them around the product using buyer language, retailer comparison criteria, independent category guidance, product claims and customer reviews. We prioritise the questions that come up repeatedly or could materially change whether the product is right for a particular buyer.

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If your team has customer research, support queries or questions you know buyers regularly ask, send those too. We use them alongside the external evidence.

One priority product URL is enough to get started.

 

If you can also provide the backend product record for that SKU — from your catalog, PIM, CSV, spreadsheet or even screenshots — even better.

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That lets us look beyond what is visible on the product page and see whether important information is missing at the source, already exists internally but is not being used, is too vague to support the buying decision, or conflicts across different sources.

No. We do not need a store login or access to your systems.

If you send only the product URL, we assess the information that is publicly available. If you also provide the catalog data for that product, we can give you a deeper diagnosis of where the problem starts.

No. AI assists with the research, evidence gathering and analysis, but a person makes the important judgement calls.

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We decide which buying questions matter, assess whether the information actually answers them, review claim support and conflicts, and approve the final diagnosis.

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It is not a one-click scan that spits out a score. If we cannot verify something, we say so rather than guess.

Because it is a simple way for you to see how Canonica works on one of your own products before paying us for anything.

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The Stress Test diagnoses the problem. Product Intelligence builds what is missing.

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If the test uncovers important gaps, Canonica can build the missing Product Intelligence for that product or across your priority range — including suitability, performance, compatibility, limitations, buyer fit and the evidence behind it.

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The findings are yours whether you work with us afterwards or not. And if we do not find a meaningful Product Intelligence problem, we will say that clearly.

Know what to fix first.

Send one priority product URL. Within five business days, we’ll show you what information is missing, unclear or conflicting — and where that makes your product harder for AI to understand, compare and recommend.

No store access required. 

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