Evidence behind product claims
A product claim is only as useful as the evidence behind it, and a claim without a source is a buying question your page can’t yet answer. Hasmord brings product claims and their sources together, shows the automated matching result for each one, and identifies what still needs confirmation by a person who knows the product.
Last updated September 14, 2026
A product page says "suitable for outdoor use". A shopper, or an AI assistant answering for one, needs to know more: does it hold up in rain, what test says so, and does that test apply to this model? A claim that answers those questions is easier to understand, compare and repeat accurately. A claim that does not is just an adjective.
Evidence checks are part of a product data audit. This page explains how they work.
| Status | Meaning |
|---|---|
| Consistent | The source supports the claim as written. |
| Partial | The source supports part of the claim, or a narrower version of it. |
| Conflict | The source says something different from the claim. |
| Insufficient | There is not enough in the source to judge the claim. |
Illustrative example. The product, fields and sources below are invented to show the format of a report. They are not a customer result.
Product: Example hiking jacket, model HJ-3. Claim on the page: "Fully waterproof for any weather."
| Check | What was found |
|---|---|
| Source | A fabric test report linked from the page. |
| Does it match this model? | The report covers the fabric used in model HJ-2. The spec sheet says HJ-3 uses the same fabric, but the seams were changed. |
| Does it support the wording? | The report gives a water-resistance rating under a named test method. It says nothing about "any weather". |
| Status | Partial — the fabric result is supported; "fully" and "any weather" are not. |
Before: "Fully waterproof for any weather."
After: "Waterproof fabric, rated [rating] under [test method] (fabric test report, linked). The same fabric is used on HJ-2 and HJ-3; HJ-3 seam taping has not been tested separately."
The rewrite is less dramatic and more useful: it says what was tested, which model it applies to, and what is still unknown.
Backing a claim with a source is one step, not the result. What matters is whether the buyer’s question was answered well enough to move them toward a purchase, and what happens next. Today you can follow AI answer checks, AI referral visits in Google Analytics 4, and the leads and opportunities in Hasmord’s CRM, each with the buyer questions behind it. The questions buyers raise in sales conversations point back to the product information: add evidence, sharpen the claim, then see how the market and sales respond.
Hasmord is the AEO-native sales platform. Buyers ask questions across AI assistants, search, and sales conversations. Hasmord uncovers where your answers about your products and services fall short, turns evidence into better answers, finds potential customers for you, and connects every lead to your sales process.
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Related: product data audit · why isn't AI recommending my product? · AEO tracking · plans and limits.
A check that connects a product claim to a source, confirms the source applies to that product and model, and marks whether the claim is consistent with it, partly supported, in conflict, or not yet supported.
Hasmord gives a first-pass status by comparing the claim with the source text. A person who knows the product confirms it and decides what to change.
Then the claim is unconfirmed. The usual options are to add a source, narrow the claim to what you can support, or remove it.
No. Evidence checks focus on the claims on your product pages and the sources behind them.