Make products easier for AI assistants to understand

More shoppers now ask AI assistants what to buy. Those assistants can only work with product information they can read and understand. SKULaunch makes your product data complete, structured and specific, which gives AI assistants and search engines far more to work with when answering questions about products like yours.

The problem

AI assistants compare products on specifications, compatibility and fit for purpose. Catalogues with thin titles, missing attributes and generic copy give them little to cite. When an assistant answers "which cordless drill is lightest under 2 kg?", a product without a weight attribute cannot be part of the answer, however good it is.

Before and after

An illustrative example for a cordless drill.

Before: what the page says

"Powerful cordless drill, great for DIY and trade." No weight, torque or battery details in structured form.

After: from SKULaunch

• Weight, torque, voltage, chuck size and battery details as structured attributes
• A specific description stating those facts in plain language
• Consistent values across the range, so comparisons are possible
• Data available to your product pages and structured data

How it works in SKULaunch

1. Complete the attributes. Fill the specifications buyers compare on, from real sources.
2. Make values consistent. Normalise units and values so products can be compared.
3. Write specific copy. Generate descriptions that state facts clearly.
4. Publish structured data. Send complete attributes to your website and feeds.

What helps, honestly

Nobody can guarantee inclusion in AI answers. What is clear is that complete, consistent, specific product information is easier for any system to understand and use than thin or contradictory data. The same work that improves filters, search and marketplace listings is what gives AI assistants something to work with.

What changes

Your products carry the facts assistants and search engines compare on, in a form they can read.

Common questions

Can you guarantee our products appear in AI answers?

No. Better data improves the chances; nobody controls the answers.

Does this need special markup?

Complete attributes are the foundation. Structured data on product pages builds on them.

Where should we start?

With the attributes buyers compare on in your top categories.

See answer engine optimisation for products, filling missing attributes, and descriptions from verified attributes.