Ecommerce brands

Do your products show up
in AI answers?

Measure where you stand on category and product questions, produce the category and product copy you're missing, and keep your feed clean on every channel.

95.4%
of comparison queries return an AI summary
8%
Rate on commercial queries: purchase-intent searches still send clicks
42%
Conversion lift from AI-referred traffic
13x
Year-over-year growth in orders from AI search

What keeps going wrong?

Four problems we see constantly. All of them fixable.

Someone else gets named in category questions

For questions like best winter coat or affordable running shoes, you have no idea whether you're in the answer at all.

These questions are unbranded; the shopper hasn't picked a brand yet.

Product copy is the manufacturer's copy

The same description sits on dozens of sites. When AI compares products, it finds nothing that sets yours apart.

Duplicate content means invisibility in comparison answers.

Category pages are empty or thin

Thousands of categories and subcategories, none with real copy. Writing them by hand would take years.

Category copy is the content type that maps straight onto commercial-intent queries.

Machines can't read your product data

Price, stock, and variants load through JavaScript, specs live inside images. The bot sees an empty page.

On most sites, the page where people decide to buy is the hardest to read.

How we fix it

Measure, close the content gaps, measure again. Working in stages is the clearest way to see what actually works.

AI Visibility

Who gets named in your category, and where you stand

Track the questions in your own category. Where you show up, where you are absent, and how you compare to competitors.

Explore the AI Visibility module
Weekly automated scans across five AI engines.
Branded and unbranded questions tracked separately.
The sources behind each answer: which sites describe you.
Competitor visibility and change over time.
Content Studio

Produce category and product copy at scale

Close the gaps the measurement surfaced. Generate hundreds of pages at once, edit them one by one.

Explore the Content Studio module
Separate production modes for blog, category, and product copy.
No claim ships without a source: every piece runs through verification.
Watch the visibility score as you write.
Push to WordPress or export it.
Feed Optimizer

Make product data work in ads and in answers

The same feed no longer works only for your ads. It also shapes how AI describes your product.

Explore the Feed Optimizer module
XML feed import, rule-based transforms, per-channel titles.
Merchant Center and Meta output, plus AI shopping output.
An on-brand scene from a raw product photo.
Rules run against real sales data.

How we get started

Four steps. No long setup before you see the first report.

1

Define your categories

We set the categories and questions you want to show up in. The system suggests more.

2

Baseline measurement

The first scan runs across five AI engines. You see where you stand, who gets named, and which sources make the answer.

3

Close the gaps

We write the missing category and product copy and fix the feed rules.

4

Measure again

The same prompt set runs again with the same method. Change is reported against the baseline.

Frequently asked questions

How many products does it handle?

Product count is not a constraint. Category copy and product descriptions are generated in bulk, and the system is built for catalogs running to thousands of pages. We size the package to your volume.

Can we sell inside AI?

Not today. OpenAI deprioritized instant checkout inside ChatGPT in March 2026, and the agentic commerce programs from Google and Microsoft are open in the US only. For a brand in Turkey, the realistic goal is to get discovered in AI and pull qualified traffic to your own site. In Adobe's measurement, that traffic converts 42% better than other channels.

Does this replace our current SEO work?

No, it sits on top of it. Roughly half of AI citations come from Google's top ten results, so organic ranking is still the single strongest signal. The catch is that the other half comes from outside the top ten, so classic SEO alone is not enough.

Is the generated content original?

Every piece is produced with sources verified from brief to publish, and no claim ships without one. Instead of copying the manufacturer's text, we write from what makes the product different.

Want the whole picture? Read the 12-chapter GEO Guide or the 311-entry glossary.

Trusted by 50+ Leading Brands

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Other solutions

Where does your brand stand in AI?

Let's walk through the numbers for your category on a demo call.

Book a demo