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Use case · E-commerce brands

The product AI recommends.

Shoppers ask AI what to buy. aillmz tracks product mentions and finds the review sites AI trusts.

Book a discovery callHow we build it
The problem today
×AI recommends competitors
×No view of product mentions
×Review sites ignore you
The outcome Your products in more AI shopping answers. Talk to us about this
How it runs

Step by step.

1
Product questions tracked
2
Trusted review sites mapped
3
Outreach to those sources
4
Mentions measured monthly

The agents involved

Mention tracking agentChecks what AI assistants say about you, every day.Explore this agent →
Source mapping agentFinds the pages AI assistants trust in your space.Explore this agent →
Outreach agentGets you into the sources AI relies on.Explore this agent →
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What shoppers ask assistants

Shoppers ask for the best product for a need, a budget or a person. Assistants answer with a short list and often cite review sites, retailer pages and comparison articles. The mention tracking agent records whether your products appear for those questions, and which competitors take your place when they do not.

The source mapping agent then shows which review sites carry the most weight in your category. It also lists where your own product pages are cited, so you can see whether assistants are using your descriptions or someone else's version of them, and which retailer pages need fixing first.

Keeping product facts straight

Prices, sizes and availability change often, so assistants may quote old versions. The accuracy agent checks answers against the product data you approve. Fixes happen at the source, such as a retailer listing or your own product pages, and your team approves each one.

  • Track products and categories separately
  • Keep structured product data current
  • Ask real customers for honest reviews
  • Respond to review sites in your own voice
  • Measure again after each catalogue update

Choosing what to track first

Start with a few core products or categories rather than the whole catalogue. Pick the questions shoppers ask when they are ready to buy, such as best for a budget, best for gifts and best for a specific need. Once those are running, the list can widen. We would be cautious about tracking thousands of products, because the reports become too long to act on.

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01A 30-minute call with the rainmindz team02A written agent blueprint within a week03No commitment until you approve it
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