Show up in every AI answer
Track visibility, compare rivals, and close gaps from one place. SentimentStack is the AI brand visibility and GEO execution platform we built and run in-house.
Monitors your active AI model set across the major answer engines.
OpenAI
Anthropic
Google Gemini
Perplexity
Google AI OverviewsInside the app
The Command Centre
Movers overnight, the leaderboard against your rivals, and the four metrics with the week’s movement on each.
AI Prompt Analysis
Every monitored prompt, mapped against every rival
Run the prompts your customers type and see which AI answers include your brand, and which recommend a competitor. One grid holds each question and each competitor you track.
Share of Model
Presence reported engine by engine
See how often your brand appears across your active AI model set and benchmark against your competitors. Each engine retrieves differently, so each is reported on its own.
Citation Tracking and Hub Finder
The sources models quote, and the ones you have yet to earn
Discover which sources AI engines cite when mentioning your brand, then see the high-authority directories, listicles and review hubs they pull from so you know where to earn the next citation.
Growth Plan
Recommendations that ship as deployable changes
Every suggestion ties back to a measurable experiment. Queue content or tracking deployments, watch job status from queued to succeeded, and let the next scan judge the work.
The platform
Everything you need to win in AI search
One platform to monitor, analyse and grow your brand across every major AI engine and search surface.
A living knowledge graph of your products, audience, competitors, tone rules and key facts, injected into every AI analysis, draft and recommendation so the platform speaks in your voice, not a generic one.
See how often your brand appears across your active AI model set, and benchmark against your competitors.
Scan up to 81 geographic nodes around your business and see exactly where you rank in Google Maps and AI Overviews, cell by cell.
AI-recommended actions that ship as deployable changes. Every suggestion ties back to a measurable experiment.
Launch GEO experiments, queue action deployments, and track job status from queued to succeeded with a full deployment history.
Monitor your ranking positions and zero-click appearances on real Google search results, refreshed automatically.
Track any rival brand across AI engines and search. Know exactly when they outrank you and why.
Run the prompts your customers type and see which AI answers include your brand, and which recommend a competitor.
Get notified when tracked AI answers, SERP positions or competitor signals cross the thresholds you set.
Historical trend lines and exportable reports that show exactly how your AI and search visibility is growing over time.
Discover which sources AI engines cite when mentioning your brand, and identify gaps where authoritative links are missing.
Surface the high-authority directories, listicles and review hubs the AI engines are pulling from, so you know where to earn the next citation.
Audit your existing pages against the prompts that drive AI visibility and get actionable recommendations to close the gaps.
Screenshots on this page show the live product.
Visit SentimentStack →Getting started
How SentimentStack works
Three steps from a domain to a measured plan. The first scan starts within the hour.
Add your brand
Enter your domain and a few keywords. SentimentStack starts mapping your brand presence across AI engines and search.
Discover your rivals
We surface competitors appearing alongside you in AI answers so you can see which rivals are showing up for your buyer questions.
Launch experiments
Turn growth ideas into experiments, queue content or tracking deployments, and monitor outcomes to prove what improves visibility.
See your brand the way AI sees it
Book a demo and we will run your first scan live, on your domain, against the rivals that matter.
Book a demo