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.

Start free
Bio-Wochenkorb

Marktgut

Bio-Wochenkorb

€29.90

Bio-Wochenkorb

Marktgut

Bio-Wochenkorb

€29.90

What Finseo checks

Every price, current.

Mentioned in grocery prompts

How often AI names you.

41 %

33 %

27 %

46 %

ChatGPTPerplexityGeminiAI Mode

Join 500+ ambitious teams winning the AI search era.

Würth
Kellogg's
Panasonic
Livefresh
Raiffeisen
Jägermeister
Dethleffs
Snocks
Trustpilot
Bloomwell
Lavita
Enpal
Lidl
Küche&Co
Otto Office
Christoph Sterkel, Head of Europe, Kellogg's
Kellogg's

Winning in LLMs

across every market

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, 2026

Prompt 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.

Prompt monitor
Active 5
Visibility

Tracked engines

ChatGPT
Gemini
Perplexity
Google AI Mode
Claude

Cited sources

marktgut.com Cited · Pos. 1
Which?
Reddit
MoneySavingExpert
Wikipedia
marktgut.com Cited · Pos. 2
Google Maps
YouTube
Trustpilot
Wikipedia
marktgut.com Cited · Pos. 1
Which?
Reddit
The Grocer
Glassdoor
marktgut.com Not cited
Google Maps
MoneySavingExpert
Trustpilot
YouTube
marktgut.com Cited · Pos. 3
Wikipedia
Which?
Glassdoor
Reddit
Prompt monitor
Active 5
Visibility

Tracked engines

ChatGPT
Gemini
Perplexity
Google AI Mode
Claude

Cited sources

marktgut.com Cited · Pos. 1
Which?
Reddit
MoneySavingExpert
Wikipedia
marktgut.com Cited · Pos. 2
Google Maps
YouTube
Trustpilot
Wikipedia
marktgut.com Cited · Pos. 1
Which?
Reddit
The Grocer
Glassdoor
marktgut.com Not cited
Google Maps
MoneySavingExpert
Trustpilot
YouTube
marktgut.com Cited · Pos. 3
Wikipedia
Which?
Glassdoor
Reddit

Cited sources

For each engine you see which deal portals, test sites and forums the AI cites for you and your rivals.

ChatGPT
ChatGPT
Perplexity
Perplexity
AI Mode
AI Mode
Copilot
Copilot
Claude
Claude
Gemini
Gemini
11 new prompts detected
ChatGPT
ChatGPT
Perplexity
Perplexity
AI Mode
AI Mode
Copilot
Copilot
Claude
Claude
Gemini
Gemini
11 new prompts detected

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?

PersonaBargain hunter
EngineChatGPT

New prompt

Cheapest supermarket for an organic weekly shop?

PersonaBargain hunter
IntentComparison
EngineChatGPT

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

marktgut.com
which.co.uk
moneysavingexpert.com

Best supermarket for organic food

marktgut.com
which.co.uk
moneysavingexpert.com
reddit.com

Your 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

Marktgut34%
Kaufhain31%

Share of voice · 86 prompts

Marktgut34%
Kaufhain31%
Frischland17%

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

OwnerBrand marketing, full access
AdminCountry and region
MemberCategory, PR and HR teams

Workspace · roles

OwnerBrand marketing, full access
AdminCountry and region
MemberCategory, PR and HR teams
ClientAgency, read only

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.

deviates

Click and collect on the same day in every store.

Marktgut

51 %

Kaufhain

45 %

Positive mentions

74%Price level6%
81%Organic range4%
68%Click & collect9%
24%Delivery area52%

praisedcriticised

Supermarket

MarktgutBio-Wochenkorb

Organic items14
From the region8 of 14
Click & collectSame day
OffsiteHigh

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.

01Track02Find the gap03Fix it04Measure again
01Track02Find the gap03Fix it04Measure again

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 plans

01Regional 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

What is at stake

A wrong price sends shoppers next door.

Retail FAQ

Questions from retail teams

Lidl

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/ 5G25.0/ 5

SSO 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.