CITAQ / TESTER PROGRAM

See how machine-readable your product pages are

Paste a product URL and get a structured read of how machine-readable that product page is to AI shopping assistants — an overall score plus a per-area breakdown, the specific attributes that are missing or ambiguous, and concrete fixes with examples. Up to 20 products per access code.

What the scan inspects

Six things we read off the page

Every one of these comes back in the report. Nothing below is a roadmap item.

01

Page access

Whether an automated reader can reach the page at all, and what stops it when it cannot — bot protection, JavaScript-only rendering, or a page that never returns product content.

02

Product identity

Whether the product's name, brand and identifiers are stated in a form a machine can attribute with confidence, rather than inferred from a page title.

03

Attribute coverage

The specific attributes that matter for the product type we detect — materials, dimensions, ingredients, compatibility, capacity — and which of them are missing, vague, or contradicted elsewhere on the page.

04

Retrieval readiness

A sub-score for whether the page's structure lets an assistant find those facts in the first place.

05

Citation readiness

A sub-score for whether the facts are stated precisely enough that an assistant can repeat them without hedging.

06

Score caps

The specific conditions holding the score down, named individually — so a number is never presented without the reason behind it.

What comes back

What you actually receive

An overall readiness score, with its band

One number for the page, plus the retrieval and citation sub-scores it is built from.

A per-area breakdown

Every issue we found, with its severity and the plain-language impact — not internal codes.

The attributes we detected, and their values

So you can see exactly what a machine reads off the page, including where it read something you did not intend.

Ranked fixes with worked examples

Each recommendation carries the problem, the action, and an example of the corrected text. Not a checklist item — the actual wording.

How it works

Three steps

  1. Enter your access code

    The code we sent you opens the scanner panel in this browser. It takes a few seconds and there is nothing to install.

  2. Add product URLs

    Paste the public product pages you want read. Each one is fetched and scored on its own; you can add them as you go rather than all at once.

  3. Read the report

    Scores, issues, detected attributes and the ranked fixes, per product. Your results stay in the panel for the length of the program.

Before you start

What this build does and does not do

Read this first

  • No live AI-platform verification in this build. We do not query ChatGPT, Perplexity or Gemini on your behalf here, and nothing in your report claims what an assistant said about your product. That capability is wired but switched off, and the report says so plainly rather than showing you a placeholder.
  • Your 20 scans are allocated, not consumed. A slot is spent the moment a URL is accepted — before the scan runs. A scan that fails, or one you never come back to, still uses one of the twenty. There is no refund path.
  • We read public product pages only. A page behind a password, a checkout, or aggressive bot protection cannot be scanned, and the report will tell you which of those it hit.
  • We store what you enter. Your name, email, store address and the URLs you scan are kept for the length of the tester program so we can follow up on your results. Your email is never shown back to you in the panel and is never shared.
Access

Open the scanner

You need the access code we sent you.

This is an access-code demo. There is nothing to create and no password — the code is a temporary pass we handed out for the tester program, and it opens this page only. The details below are how we attribute your results and follow up with you; we do not verify them.

The storefront these products live on. We never fetch this address — it is only used to group your results.

So we can follow up on what you find. We send no confirmation message and never show this address back to you in the panel.

Case doesn't matter and the dashes are optional.

No access code?

The scanner is invitation-only while we run the tester program. Join the waitlist and we will send a code as places open up. Join the waitlist.