Solutions · Ecommerce
Win the shortlist, win the cart
Shoppers ask an assistant for three options before they open a single tab. If your product is not in that list, the comparison happens without you.
- 3.4×
- More citations in shopping answers
- +18 pts
- Category answer share
- 11%
- Lift in assistant-referred conversion
Where teams get stuck
Three problems that show up in almost every Ecommerce account
Your PDPs are invisible
Product pages built for a search crawler often give assistants nothing quotable. We show which attributes are missing.
Reviews shape the summary
Models lean heavily on third-party review sites. Find the ones driving your description and the claims they carry.
Price framing drifts
Assistants routinely quote stale pricing. Catch it the day it changes rather than the quarter after.
“We found out an assistant was quoting a discontinued bundle. Fixing one page changed what it said within a week.”
Where to start
Get named in the answer
Structure pages so models can lift them cleanly, then track the citation lift week over week.
Write for readers and crawlers
Briefs grounded in real prompt volume, shipped as pages both humans and assistants can parse.
Correct the record
Find the third-party sources shaping your model summary, and fix the ones that are wrong.
Trusted by marketing teams rebuilding for AI discovery
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Be the brand the assistant recommends
Start with a free report, or walk through the platform with someone who does this every day.