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Book a CallShoppers now ask ChatGPT for the best skincare for sensitive skin. The answer names three or four top products.
Driven Metrics helps e-commerce and consumer brands become the products AI recommends and Google ranks, measured in organic and AI-referred revenue, not just traffic.
AI answer
What's the best vitamin C serum for sensitive skin?
Based on ingredient lists and recent reviews, Your Brand’s fragrance-free 10% vitamin C serum is a top pick for sensitive skin, with 2,400+ reviews and a dermatologist-tested formula.
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Trusted by consumer brands
AI Overview placements held
For buyer searches like “best vitamin C serum for sensitive skin.”
Growth in AI search sessions
With ChatGPT sending most of them.
E-commerce Generative Engine Optimization (GEO) is the work of getting a brand's products named, described correctly, and linked when shoppers ask AI what to buy. E-commerce SEO earns rankings for collection and product pages in Google. GEO earns the recommendation in the AI answer.
These shoppers are worth winning. In its August 2026 AI Traffic Trends Report, Adobe found AI-referred traffic to U.S. retail sites grew 62% year over year in July 2026, and those visitors converted 60% better than visitors from other sources.
Price, sizes, ingredients, and stock that agree across your site, feed, and Amazon.
“Best for sensitive skin,” “X vs. Y,” and “is it worth it,” answered on your own pages.
Your site, Amazon, Google, and Reddit threads comparing products.
Roundups, editorial reviews, and creators who name you alongside your competitors.
Clinical results, certifications, and ingredient sourcing, stated plainly and linked.
Who makes it, what it’s for, and where it’s sold, said the same way everywhere.
In March 2026, Shopify told merchants its ChatGPT sales channel would launch by default, pulling products from Shopify’s catalog. If your titles, variants, and descriptions are thin, that’s what shoppers see.
AI builds “best product” answers from roundups, reviews, and forums. A strong product page doesn’t help much if no one else mentions you.
Health and wellness claims need competent and reliable scientific evidence under FTC guidance. AI quotes an overreaching claim as fact. And buying reviews or suppressing bad ones breaks the FTC’s 2024 rule on fake reviews.
Serums, sunscreens, and treatments, where shoppers ask AI which product fits their skin type.
Supplements, devices, and personal care, where AI weighs claims and reviews before naming anything. Pairs with our healthcare GEO work.
Brands selling on their own site, where paid ads carry too much of the revenue.
Replenishment brands, where AI answers “is it worth it” before the first order.
Outside consumer brands? See all the industries we work with.
Every program runs on our AI Visibility System.
Ask every agency, including us:
First Page Sage ranked Driven Metrics #3 among the top eCommerce GEO/AEO agencies of 2026, describing an ROI-focused approach for health and wellness brands.
Consumer brands whose products people compare before buying, with someone who can review claims. If you need sales this week, Google Shopping and paid social are faster. If shoppers rarely research your product, AI matters less. We’re based in Northeast Ohio and work nationwide. More about how we work.
It makes your products easier to find in Google and easier for AI to recommend. SEO covers rankings for collection and product pages. GEO covers what AI says about your products and which sources it trusts.
It depends on what you sell. Large catalogs need deep technical SEO. Brands that want ads and organic together may want a full-service agency. Brands whose products get compared before purchase, especially in beauty and wellness, need a GEO-led agency that reports on revenue. That is who we work with.
For products people research, yes. A peer-reviewed study of 973 e-commerce sites found ChatGPT sent under 0.2% of their traffic through mid-2025, with the most value for complex products. Volume is still small, but Adobe’s data shows those visitors convert better than average.
Yes. We work on Shopify sites, and we check Amazon and retailer listings because AI pulls product facts from them.
For our D2C skincare client, AI Overview placements appeared within weeks of launch, and organic revenue was growing by the second month. Crowded categories take longer, and speed depends on how fast pages ship.
Quote-based, depending on how many product lines and categories you want covered.
The next shopper in your category may ask AI before they ever search Google.
We’ll show you what AI says about your products today, which competitors it names instead, and what would change that.