Meta AI and Muse Spark trackingMeta AI Visibility Tracker: Get recommended inside WhatsApp and Instagram
Meta AI answers people where they already chat, in WhatsApp, Instagram, Facebook and Messenger, and since April 2026 it runs on Meta's Muse Spark model. Finseo tracks which brands it recommends, in the markets where those apps are how people talk.
Meta AI
For oily skin, the Solène Fluid SPF 50 is often suggested: matte finish, no white cast.
Meta AI
For oily skin, the Solène Fluid SPF 50 is often suggested: matte finish, no white cast.
5 sources cited
instagram.com
youtube.com5 sources cited
instagram.comyoutube.com
What you can track
Everything Meta AI says about you, measured every day.
Visibility and mentions
How often Meta AI names your brand across your prompt set, tracked daily so you see the trend, not a one-off answer.
- Visibility rate
- Mentions
- Daily trend
Position against competitors
Where you land among the brands Meta AI names, and who it puts ahead of you.
- Average position
- #1 share
- Share of voice
Sources and citations
The pages and domains Meta AI draws on, so you know which content actually shapes the answer.
- Cited URLs
- Domains
- Source types
Sentiment and framing
How Meta AI describes you: the adjectives, the caveats and the criticism that travel with your name.
- Sentiment
- Aspects
- Framing
Prompts in the local language
Prompts written the way people in that market ask, not translated from English, so the answers you measure are the ones they get.
- Country
- Language
- Local intent
Reports and data access
Everything lands in the same dashboard as your other engines, with white-label reports, the API and the MCP server.
- Report Builder
- API & MCP
- Looker Studio
Why Meta AI matters
The assistant with the widest distribution doesn't live on a separate website.
1B+
Monthly users · Reported by Meta, May 2025
+60%
Daily users · Meta Q2 2026 earnings call
4
Apps · Plus meta.ai and the Meta AI app
Apr '26
Model · Meta Superintelligence Labs
Source: Meta, 2025 and 2026 Read more
Know where you stand
Track your AI visibility in real-time
See exactly how AI talks about your brand. But tracking alone won't grow your revenue, you need to improve it.
Share of voice · 48 prompts
Competitor Rankings in Meta AI
See how competitors rank in Meta AI responses. Track visibility, mentions & sentiment scores.
AI competitor analysis
Solène Fluid SPF 50
4.6 · $24
Product Extraction
Track which products LLMs recommend. Monitor pricing and store mentions.
Meta AI in one view
Mentions, sources and tone in Meta AI.
Finseo reads every Meta AI answer to your prompts for three signals. Where all three are good, the engine recommends you.
MentionsSourcesTone01
Mentions
Whether Meta AI names your brand, in which position and next to which competitors.
02
Sources
Which pages Meta AI cites for your prompts and which of your own pages it trusts.
03
Tone
How Meta AI describes you: positive, neutral or negative, with the phrases it repeats.
Market and intent
Where Meta AI matters, and what people ask it.
Meta AI is strongest where WhatsApp is the internet: India, Brazil, Indonesia, Mexico and much of Latin America. The questions are quick and practical, asked mid-conversation, and the answer usually names one or two brands.
Markets
- IndiaWhatsApp's largest market
- BrazilMessaging-first commerce
- Indonesia and MexicoLarge WhatsApp and Instagram audiences
- United StatesMuse personal agent launched here first
- Language
- Multilingual, incl. English, Portuguese, Spanish, Hindi and Indonesian
- Where it answers
- Meta AI in WhatsApp, Instagram, Facebook and Messenger, meta.ai and the Meta AI app, powered by Muse Spark
- Who uses it
- Consumers asking quick questions mid-chat: what to buy, where to go, which service to use
What people ask
best phone under 20000 rupees
01 · Quick buying advice
Short answers, one or two names. Being the first name is everything.
hotel bom e barato em Gramado para casal
02 · Travel
Translation: Good, affordable hotel in Gramado for a couple (Brazil)
Trips get planned in group chats, with Meta AI one tap away.
¿qué protector solar es bueno para piel grasa?
03 · Beauty and fashion
Translation: Which sunscreen is good for oily skin? (Mexico)
Instagram-heavy categories where recommendations drive sales.
which bank is best for a student account
04 · Local services
Everyday decisions asked without leaving the chat.
Recommended tracking setup
- Country
- Your key markets, e.g. India, Brazil, US
- Language
- The language people chat in there
- Prompt set
- Short, conversational buying and local prompts, the way people type them into WhatsApp
What it draws on
- Web search results
- Publisher and review sites
- Brand websites
- Public web content in the local language
How Meta AI tracking works
From the prompts people ask to the sources Meta AI trusts.
From prompt research to daily tracking, tasks, integrations and MCP: one workflow for your Meta AI visibility.
What are people asking Meta AI?
We map the questions your buyers actually put to Meta AI, from comparisons and 'best of' lists to how-to prompts, and turn them into the prompt set you track every day.
Prompt research
New prompt
best sunscreen for oily skin
New prompt
best sunscreen for oily skin
Are you mentioned in Meta AI answers?
Daily runs record every answer that names or cites your brand, where you sit in it, and how you compare with competitors, so Meta AI visibility becomes a KPI you can move.
AI visibility tracking
Visibility · solene-skin.com
Visibility · solene-skin.com
Which sources does Meta AI trust?
See the domains and pages Meta AI cites for your topics, where you are missing, and which content earns citations, then export it for your team with the report builder.
Report builderSunscreen for oily skin
instagram.com
reddit.comSunscreen for oily skin
instagram.comreddit.com
healthline.comWhat should you do next?
Every gap in Meta AI becomes a task with the page, the reason and a priority, sorted by impact.
AEO tasks
3 open tasks
3 open tasks
Does Meta AI visibility fit your stack?
Search Console, Analytics, HubSpot and more: Finseo connects your data with the answers from Meta AI.
Integrations
48 integrations
48 integrations
Your data in your AI assistant
Through the MCP server you query your visibility data in Meta AI, Claude or Cursor, with one endpoint and one key.
MCP server
Meta AI
Finseo MCP
Meta AI
Finseo MCP
Daily Meta AI Monitoring
Sends prompts daily to Meta AI. Extracts mentions, sources, citations & competitive rankings.
Global Coverage
Run queries from different locations worldwide. Track regional AI visibility across markets.
Meta AI Source Analysis
See which sources Meta AI cites most. Track citation rates by content type & domain authority.
Track Over Time
Monitor visibility, sources & products trends with detailed analytics.
How tracking works
Every Meta AI answer, traced back.
FAQ
Meta AI tracking, frequently asked questions.
What customers say
Rated 5.0 — and ready for your security review.
Single sign-on, roles per project and data hosted in Germany, with a data processing agreement for every organisation.
“We use Finseo on more than 30 client projects. The better feature set was decisive — the content tool is a straight 10/10.”
Robin Koppelmann
Founder & MD, SEOLabs
OMR Reviews
G2SSO via SAML
Login via your identity provider
Data in Germany
EU data residency, GDPR
Roles & audit trail
Every change logged
Engines
Every engine with its own tracking page.
Core engines in every market, regional ones where they matter. Pick an engine for all the details.
Book a demo
Find out what Meta AI tells WhatsApp users about you
Talk to our team about markets, languages and a Meta AI tracking setup for your brand.
