Metrisque
ProductAI Search MeasurementCategory Fit
STEP 02 · UNDERSTOOD

Measure each product page against Ring 1.

After this read you can decide which product pages need renaming or rewriting before any buying question can reach them.

A buying question only ever reaches one part of the catalogue. We read every product and page the way each assistant does, then show which department it was filed under. Filed on the wrong shelf, you are never shortlisted, because the question never reaches that shelf. The name usually does the damage before the description gets read.

Example result

SAMPLE · CONSUMER PRODUCT

Eight products. Half of them filed where your buyers never look.

Every product read the way each assistant reads it, then placed on the shelf it was filed under. Four land in Health & Beauty, where they belong. The rest drift to Arts & Craft, Toys & Games and Apparel, usually because the product name says something the description does not correct. A product on the wrong shelf is never shortlisted, because the buying question never reaches that shelf.

YOURCATALOGUEPET SUPPLIESAPPAREL1 productARTS & CRAFT2 productsBABYINDUSTRIALCAMERASELECTRONICSFOOD & DRINKFURNITUREHARDWAREHEALTH & BEAUTY4 productsHOMELUGGAGEMEDIAOFFICERELIGIOUSSOFTWARESPORTTOYS & GAMES1 productVEHICLESBUNDLESGIFT CARDSSERVICESUNCATEGORIZEDyour productGemini filed it hereChatGPT filed it hereSolid outline is the department you declared.

Same product page, same day, three assistants. Metrisque reads every product the way each of them does and shows you where it landed.

Example. Real measurements, brand anonymised.
8 product pages read on 12 August 2026. Models: ChatGPT, Gemini and Claude. Unit: count of pages filed per department, out of 8 pages, from 3 runs per model.

What this measures

INPUTS
Each product or service page you select, read as its own measurement. Catalogues are never averaged into one result.
MODEL SET
ChatGPT, Gemini and Claude, each reading the same page text on the same day.
REPEATED RUNS
3 runs per model per page, with the filing that recurs reported over the one that does not.
OUTPUT
One filing per page per model, its distance from the department you declared, and the date of the read.

What you receive

FILED CORRECTLY
Read as the category you declared.
CLOSE, WRONG SHELF
Adjacent category. Reachable by some questions, not the ones you want.
MISFILED
A department your buyers never ask in.

Next action: fix the page titles and descriptions behind the misfiled pages, then remeasure the same pages.

Limitations

We report where each assistant filed a page on the day we read it. Category readings shift when you change titles and descriptions, which is what makes them fixable.

Related measurements

Read your own site on this measure.

Your first read is free and takes about a minute. No account, no card.

Measure category fit