Know how AI talks about your brand
ChatGPT, Claude & Gemini don't just rank brands, they describe them. Finseo scores the sentiment behind every AI mention, flags recurring criticism with the exact quote and source, and benchmarks your brand perception against competitors.
Recommended is good.Recommended positively is better.
Two brands can both appear in an AI answer while one sounds premium and the other sounds risky. Finseo shows the sentiment behind every mention: scored per model, benchmarked against competitors, and monitored for recurring criticism.
72
avg across 11 aspects
Sentiment scorecard across every model
See exactly how ChatGPT, Claude, Gemini and every other model score your brand, side by side.
“pricing is intransparent”
“support response is slow”
Catch criticism before it spreads
Flag recurring negative claims the moment they start repeating across models.
Nike
Adidas (You)
ASICS
Benchmark perception against competitors
Know whether AI frames you better or worse than the competitors it also recommends.
AI does not just rank your brand.It judges it.
Every AI answer frames your brand with words like these, some positive, some neutral, some quietly damaging. Finseo classifies every one of them, so you know exactly how you are being described, not just how often.
One score.Eleven attributes behind it.
Every sentiment score is built from real, phrase level judgments AI models make about your brand, not a guess. Ten AI models are scored across eleven attributes buyers actually care about.
10
AI models scored
ChatGPT, Claude, Gemini, Perplexity, Copilot, Grok, Mistral, DeepSeek, Google AI Overviews and Google AI Mode
11
Attributes tracked
Quality, price, value, performance, features, reliability, design, support, service, ease of use and availability
0 to 100
Composite score per brand
Built from positive, neutral and negative phrase level judgments across every tracked answer
Brands
A leaderboard ranking every brand by sentiment score, win rate and share of voice.
Scorecard
A per attribute heatmap showing exactly where you win and where you leak, across all eleven attributes.
Criticism
Negative mentions ranked by severity, frequency and how many models repeat them.
Awards
The attributes and use cases AI already recognizes your brand for.
Ready to hear what AI really says about your brand?
Get a personalized demo and see your sentiment scorecard, recurring criticism and competitor benchmarks across every major AI model.
