AI visibility for e-commerce
Get your products into the AI answer.
Shoppers ask ChatGPT, Google AI Mode and Perplexity which product to buy. Finseo shows whether your products are recommended, at what price and against whom.
Velnura
Leinhaus
Lumbra
Magnesium Bisglycinate · 120 capsules
Linen shirt · Sand
Ceramic table lamp
$24.90
$69
$129
Velnura
Leinhaus
Lumbra
Magnesium Bisglycinate · 120 capsules
Linen shirt · Sand
Ceramic table lamp
$24.90
$69
$129
What Finseo checks
Every product, named.
Mentioned in shopping prompts
How often AI names you.
Who asks about your products
Six shoppers, one answer engine.
Shoppers no longer only compare in search results and filters. They ask an engine for a recommendation, a price and the return policy, and Finseo tracks every one of these angles.
01Shoppers
“Which magnesium bisglycinate is vegan and third-party tested?”
Product recommendations
Whether your product is named for category and need prompts, at what position and with which reasons.
02Comparers
“Velnura or Thorne: how much magnesium per capsule?”
Comparison prompts
Which products the engines suggest for budgets, forms and side-by-side comparisons in your category.
03Deal seekers
“Where can I buy Velnura magnesium cheapest right now?”
Price and availability
Whether the answer shows your current price and stock, and whether it sends buyers to your shop or a reseller.
04Careful buyers
“Is shipping free and can I cancel the Velnura subscription?”
Delivery and subscription facts
Whether shipping costs, delivery times, subscription and return rules match your terms or an outdated page.
05Review readers
“What do customers complain about with Velnura magnesium?”
Reviews and sentiment
Which praise and complaints the engines pull from reviews, forums and videos, and how the tone shifts.
06Marketplace shoppers
“Is Velnura magnesium on Amazon the same as in their shop?”
Marketplaces and retailers
Whether Amazon, iHerb or retailers win the citation for your products, or your own shop is the source.
693% more visits from generative AI to US retail sites, holiday 2025
Source: Adobe Analytics, 2026Prompt monitoring
From shopping prompt to source.
Finseo runs your shopping prompts in every engine and shows which reviews, marketplaces and shops carry the answer, for every product and market.
Tracked engines
ChatGPT
Gemini
Perplexity
Google AI Mode
ClaudeCited sources
Reddit
YouTubeYouTubeRedditRedditYouTube
WikipediaRedditTracked engines
ChatGPTGeminiPerplexityGoogle AI ModeClaudeCited sources
RedditYouTubeYouTubeRedditRedditYouTubeWikipediaRedditCited sources
For each engine you see which test sites, marketplaces and shops the AI cites for your products.
New prompts
Finseo checks every engine continuously and suggests new product questions shoppers ask right now.
How it works
From the shopping question to the fix.
Finseo finds the prompts that sell your category, measures your share against competitors and checks every product fact the engines repeat.
Find the prompts that sell
Finseo builds your prompt set from search volume, personas and buying intent, per category, market and engine, so you track the questions that lead to a purchase.
Prompt researchNew prompt
Best vegan magnesium bisglycinate under $30?
New prompt
Best vegan magnesium bisglycinate under $30?
See who wins the recommendation
Compare your share of mentions with competitors and retailers across all engines and see the prompts where Orvita is recommended and Velnura is missing.
Competitor analysis
Share of voice · 64 prompts
Share of voice · 64 prompts
Check prices, ingredients and delivery
Finseo compares AI answers with your approved product data and terms, flags wrong prices or ingredients and names the source the wrong claim comes from.
AI fact checkAI answer · ChatGPT
Velnura Magnesium Bisglycinate comes in gelatine capsules, so it is not vegan.
Your approved source
Vegan capsules, no gelatine
AI answer · ChatGPT
Velnura Magnesium Bisglycinate comes in gelatine capsules, so it is not vegan.
Your approved source
Vegan capsules, no gelatine
Know which pages carry the answer
See whether engines cite your product page, a test site, a forum thread or a marketplace listing, and which pages you need to update first.
Citation tracking
Vegan magnesium bisglycinate
consumerlab.com
amazon.comVegan magnesium bisglycinate
consumerlab.comamazon.comreddit.com
AI shopping in numbers
The product shortlist now starts in an AI answer.
35 %
of Germans use AI for product research
39 %
of US consumers shopped with gen AI
47 %
of them used it for recommendations
56.7 %
of German online sales via marketplaces
Sources: HDE 2026, Adobe Analytics 2025
Your products in AI answers
What the engines say about your product.
Price, ingredients and delivery are what shoppers ask AI about before they buy. Finseo shows how each engine describes your products, where it gets them wrong and how they compare with the competition.
Gelatine capsules, not suitable for vegans.
Vegan, third-party tested, glass jar.
Under $25, also as a subscription.
Velnura
47 %
Orvita
40 %
Positive mentions
praisedcriticised
LeinhausLinen shirt · Sand
Reply to the 2021 reddit.com thread on gelatine
ChatGPT cites it for gelatine capsules in 7 prompts
The loop
Track it, fix it, prove it.
Finseo tracks your prompts every day, turns each gap into a task and checks the same prompts again, so you see what changed.
Plans by set-up
From a small shop to a retailer across borders.
Every shop competes for the same product recommendation in AI answers. Pick the set-up that matches the size of your catalogue and markets.
Compare plans01Shop · 1–2 marketers
Independent shop
A small shop tracks the buying questions for its best sellers, sees which products the engines recommend instead and which reviews they quote.
Starter or Business plan
02D2C brand · one market
Growing D2C brand
A D2C brand tracks its lines in AI answers and ChatGPT Shopping, compares prices and ratings with rivals and links AI traffic to revenue.
Business or Growth plan
03Several shops or countries
Multi-shop retailer
A retailer with several shops, brands or country stores gives each its own project and language and compares product visibility across them.
Growth plan
04Agency · e-commerce clients
E-commerce agency
An agency runs each shop client in its own project, shows which products made it into AI answers and sends reports under its own logo.
Agency Solo or Studio
Customers
Brands winning in AI answers.
From food to electronics to retail: enterprise teams steer their AI visibility with Finseo.
See all customersConsumer Reviews
The world's most trusted consumer review platform connecting people and brands.
View customers
Consumer Electronics
Panasonic makes its products visible in every AI answer with Finseo.
Read story
Retail · Employer Branding
Lidl makes its employer brand visible in AI search with Finseo.
Read story
What is at stake
One wrong answer costs the sale.
E-commerce FAQ
Questions from e-commerce teams.
Customer · E-commerce
Snocks tracks its AI visibility and products with Finseo.
€110 m
Net revenue 2025
5.7 m+
Customers served
2016
Founded in Mannheim
Sources: Snocks company facts
OMR Reviews5.0/ 5
G25.0/ 5SSO via SAML
Login via your identity provider
Roles & audit trail
Every change logged
Data in Germany
EU data residency, GDPR
More solutions
Finseo for other industries.
Finseo adapts to how your team measures AI visibility.
E-commerce demo
Which of your products does AI recommend?
Enter your work email and we show you in 30 minutes how your products and competitors appear in ChatGPT, Gemini and Perplexity.