Service 01

What does AI see in your catalogue?

We measure it before you invest anything at all.

An audit produces neither a promise nor a disguised quotation. It produces an assessment: what a machine reads correctly in your product records, what it misreads, and what it cannot find anywhere. A file extract is enough to begin.

The problem

One reality, written ten different ways.

Furniture

“solid oak”, “oak wood”, “chêne massif”: three spellings, one material.

Surf

“6'2”, “six foot two”, “188 cm”: three spellings, one length.

To a person, the difference is invisible. To a database, these are unrelated pieces of information.

What we do

Six readings of the same file.

Raw reading

We work on the export exactly as it leaves your back office, without cleaning it up first.

Field inventory

Which attributes exist, which are genuinely filled in, and which are empty half the time.

Spelling variants

Identifying the different wordings that refer to the same material, the same dimension, the same use.

Comprehension test

We question the catalogue using real customer requests, phrased in ordinary language.

Blind spots

What no product record mentions and yet customers ask about every single time.

Measured findings

A readability score per product family, and the gaps that cost you the most in lost sales.

What you receive

A document, not a slide deck.

  • A machine-readability score for each product family
  • The list of missing or inconsistent attributes, ranked by impact
  • Examples of customer requests your catalogue cannot answer today
  • An estimate of the work required to correct them, batch by batch
  • Our honest opinion, including when going further would not be worth it

What it asks of you

One file and one hour.

The audit requires no access to your website, no involvement from your technical team and no change to your back office.

  • A catalogue extract in CSV, XML or spreadsheet format — a few hundred references will do
  • One hour of conversation, so we understand your trade and your commercial priorities
  • No development, no installation, no commitment to what follows

Contact

Let's talk about your catalogue.

An extract of your products is enough to begin.

Pricing and concrete examples on edouard-o.com and surf-o.com.