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82% of B2B software buyers turn to AI for recommendations. Yet 23% of the claims we've checked are wrong. Find out what AI says about your product, and what it’s costing you.
Sources: G2 2026 Buyer Behavior Report,
CATEGORIK
Help Desk Insights, Sep 2026, 3 scenarios, 6 models, 9,847 claims
We check every claim AI makes about you, model by model, against evidence. Wrong answers never show up in your analytics. They quietly cost you the shortlist.
Buyer asks: What does Freshdesk Enterprise cost for 200 agents?
“$79 $89 per agent/month · annual billing.”
claude-fable-5, claude-sonnet-5, gemini-3.1-pro-preview and gemini-3.6-flash continue to use Enterprise pricing from 2025
For 200 agents: $15,800 vs $17,800/month - a $24K annual gap.
You name your ICP. We check whether AI recommends you, what it gets wrong about you, and who it puts on the shortlist instead.
| Claude | Gemini | ChatGPT | |
|---|---|---|---|
| Mid-size EU fintech | 100% | 100% | 87% |
| Mid-size US telehealth | 45% | 27% | 5% |
| Large US manufacturing | 63% | 43% | 58% |
CATEGORIK Help Desk Insights, Sep 2026, 3 scenarios, 6 models, 9,847 claims
Every inaccurate claim becomes an evidence-backed action your team can ship - so buyers reach you with accurate expectations, and leads convert.
See the searches and sources behind each finding - not only the final answer.
CATEGORIK Help Desk Insights, Sep 2026, 3 scenarios, 6 models, 9,847 claims
Get a view no GEO dashboard gives you: what each AI model tells buyers about your competitors. Use it to build the strategy that puts you on the shortlist.
CATEGORIK Help Desk Insights, Sep 2026, 3 scenarios, 6 models, 9,847 claims
ABOUT CATEGORIK
We capture what AI is telling buyers, verify it against evidence, and show exactly how your product and its competitors are being represented - so you can see it, measure it and influence it.
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