AI visibility for retail
See which stores AI engines send shoppers to.
Shoppers ask ChatGPT, Gemini and Google AI Mode where to buy cheaper. Finseo shows where your stores are recommended and checks prices and opening hours.

Marktgut
Bio-Wochenkorb
€29.90

Marktgut
Bio-Wochenkorb
€29.90
What Finseo checks
Every price, current.

Mentioned in grocery prompts
How often AI names you.
41 %
33 %
27 %
46 %
Who asks
Six shoppers, one answer about your stores.
Bargain hunters, families, conscious shoppers and job applicants ask AI engines very different questions about the same retailer. Finseo tracks each angle as its own prompt set.

01Bargain hunters
“Which supermarket has the best weekly offers on coffee this week?”
Prices and offers
Whether engines quote your current prices and weekly offers, and which deal portals and flyers they take them from.
02Local shoppers
“Is the Marktgut near the main station open on Sunday?”
Stores and opening hours
Which stores engines name for a city, and whether addresses, opening hours and holiday times in the answers are right.
03Conscious shoppers
“Which supermarket sells the most regional and organic products?”
Sourcing and sustainability
How engines describe your organic range, regional suppliers and animal welfare, and which claims they repeat about you.

04Families
“Which supermarket app has the best click and collect and loyalty points?”
Delivery, app and loyalty
Where you appear when families compare delivery areas, pick-up slots, apps and loyalty schemes before their weekly shop.

05Quality checkers
“Is the Marktgut own-brand olive oil as good as the branded ones?”
Own brands and tests
How engines judge your private labels against brands, which product tests they cite and whether recalls are still named.
06Applicants
“Is Marktgut a good employer, and what do cashiers earn there?”
Employer brand
What engines tell applicants about pay, shifts and training at your stores, and which review sites shape the answer.
36% of US and UK online shoppers used AI to buy groceries in six months
Source: Rithum, 2026Prompt monitoring
From shopping question to source.
Finseo runs your retail prompts in every engine and shows which deal portals, test sites, maps and forums carry the answers, for every store region and every market.

Tracked engines
Gemini
ClaudeCited sources
Reddit
Wikipedia
YouTube
Wikipedia
Reddit
YouTube
Wikipedia
Reddit
Tracked engines
Gemini
ClaudeCited sources
Reddit
Wikipedia
YouTube
Wikipedia
Reddit
YouTube
Wikipedia
RedditCited sources
For each engine you see which deal portals, test sites and forums the AI cites for you and your rivals.


New prompts
Finseo checks every engine continuously and suggests new shopping questions your customers ask right now.
How it works
From the right prompts to correct prices.
Finseo finds the questions shoppers ask, checks every answer against your approved prices, offers and store data and shows which sources to fix first.
The questions shoppers really ask
Finseo builds your prompt set from search volume, personas and intent, from weekly offers to Sunday opening hours, in every market and language you sell in.
Prompt research
New prompt
Cheapest supermarket for an organic weekly shop?

New prompt
Cheapest supermarket for an organic weekly shop?
Prices and offers checked against your data
Finseo compares every AI answer with your approved price lists, offer pages and store data, flags deviating prices, offers or opening hours and names the page they came from.
AI fact check
Claim · Gemini
The Marktgut Bio-Wochenkorb costs €34.90 per week for 14 organic items.
Approved source
€29.90 per week since March

Claim · Gemini
The Marktgut Bio-Wochenkorb costs €34.90 per week for 14 organic items.
Approved source
€29.90 per week since March
The portals behind every answer
See which deal portals, product tests, maps, review sites and forums engines cite for your stores, so you know where an old price or a missing store comes from.
Citation tracking
Best supermarket for organic food
which.co.uk
moneysavingexpert.com
Best supermarket for organic food
which.co.uk
moneysavingexpert.com
reddit.comYour share of every comparison
Compare your share of voice with other retailers per category, region and engine, and see the prompts where a rival store is recommended instead of yours.
Competitor analysis
Share of voice · 86 prompts

Share of voice · 86 prompts
Head office, regions and stores aligned
Workspaces and roles for every banner, country and region: head office steers brand and ranges, regions own their stores, and the HR team sees employer prompts.
Enterprise
Workspace · roles

Workspace · roles

Retail in AI search
The weekly shop now starts in a chat.
46%
of Germans often use AI when buying
73%
would let AI compare prices and offers
45%
of US consumers ask AI for local shops
393%
AI traffic growth to US retail, Q1 2026
Sources: KPMG/EHI Consumer Snapshot 2026, BrightLocal 2026, Adobe 2026
Your range in AI answers
What the engines say about your basket.
Price, freshness and pick-up are what shoppers ask AI about first. Finseo shows how each engine describes your products and stores, where the facts are wrong and how you compare with the competition.
14 organic items, 8 of them from the region.

The basket costs €34.90 per week.
Click and collect on the same day in every store.

Marktgut
51 %
Kaufhain
45 %
Positive mentions
praisedcriticised
SupermarketMarktgutBio-Wochenkorb

Ask weekly-deals-blog.com to update the price
Gemini quotes €34.90 for the basket from their 2025 post; it is now €29.90
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.
Who it fits
From one region to many countries.
Finseo fits how retail is organised: one chain, many categories and stores or several countries. Every plan includes unlimited seats.
Compare plans01Regional retailer · 1–3
One chain, one region
Track what shoppers near your stores ask about prices, offers and click and collect, and which rivals the engines name.
Starter or Business plan
02Retail marketing team
Categories and regions
Tag prompts per category, private label and region, and see which flyers, comparison sites and guides each engine cites.
Growth plan
03Retail group · many markets
Every banner in one view
Give each banner and country its own project and roles, while head office compares visibility across all of your markets.
Enterprise, on request
04Agency for retail clients
Several retail clients
Run one project per client, share read-only client access and send white-label reports from the Report Builder each month.
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 customersWhat is at stake
A wrong price sends shoppers next door.
Retail FAQ
Questions from retail teams

Customer · Retail
Lidl tracks its AI visibility with Finseo.
€140.2 bn
Store revenue, fiscal year 2025
31
Countries with Lidl stores
1973
First store, Ludwigshafen
Sources: Schwarz Group, fiscal year 2025 · Lidl, About us · Lidl, Über Lidl
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
AI visibility for other industries.
Finseo adapts to how your team measures AI visibility.
Retail demo
What do AI engines tell shoppers about your stores?
Enter your work email. In 30 minutes we show you how your brand, stores and own brands appear in ChatGPT, Gemini and Google AI Mode.





