Products AI can't describe
Pages without clear specifics, such as materials, sizes, ingredients or who a product suits, give AI little to recommend.
Home Industries / Ecommerce and DTC brands
Get your products into AI shopping answers.
Shoppers ask AI tools for the best product for a specific need: the best decaf beans, running shoes for flat feet, a gift under a budget. The answer names a few products and links straight to them.
What AI is askedin your market.
AI builds those answers from product pages, product data, reviews and roundup articles. Missing details, inconsistent data or no third-party coverage keep a good product out of the answer.
Example questions. We start every project from the questions your own customers and buyers ask.
- Best decaf coffee beans delivered in the UK?
- Which running shoes are good for flat feet, with UK delivery?
- What's a good vegan skincare brand for sensitive skin?
- What's a good gift for someone who loves baking, with UK delivery?
What goes wrongand keeps you out of the answer.
Product data that disagrees
Prices, stock and names that differ between your site, feeds and marketplaces lead to wrong or missing answers.
Marketplaces and big brands take the answer
When AI can't find enough about a direct brand, it names a marketplace listing or a household name instead.
No third-party coverage
Roundups and review sites are a large part of what AI reads for product questions.
What we do
Outcomes, measured and reported plainly. You approve every change before it goes live.
- 1
Your product questions, mapped
The buying questions in your category and which products AI shows for each.
- 2
Product pages AI can use
Clear product information and structured data that match what shoppers ask about.
- 3
Consistent product data
Prices, availability and names that agree across your store and the places AI reads.
- 4
More mentions where it counts
Accurate reviews and coverage on the sites AI cites for your category.
Common questions
Do you work with Shopify stores?
Yes, and with other platforms. Most of the work is product content, data and coverage rather than the platform itself.
Can you get us into ChatGPT shopping results?
Nobody can promise that. We make your products easier for AI tools to find, read and recommend, and measure what changes.
We have hundreds of products. Where do you start?
With the categories and products that matter most to your revenue, then we widen from there.