Incognia
What ChatGPT, Claude, Gemini & Grok actually say · August 2026
The verdict
Incognia appears in 1 AI-ranked category — best position #5 for device intelligence apis for account takeover prevention.
Flags a near-tie with Castle for mobile-native applications due to its location-based device fingerprinting and spoof-proof location intelligence that detects impossible travel and emulator farm ATO attacks. Assumes a mobile-first user base.
Where Incognia falls short, per the models
- Gemini Highly mobile-centric with minimal efficacy for web browser-heavy traffic where precise hardware and location signals are restricted by browsers.
Top alternatives per the models: Fingerprint · SEON · Castle · Sardine
Watch Incognia
Boards re-poll weekly and the models change their minds. One short email only when Incognia's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
Embed your ranking badge
Incognia ranks #5 for best device intelligence apis for account takeover prevention by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-device-intelligence-apis-for-account-takeover-prevention?utm_source=badge&utm_medium=embed&utm_campaign=badge-incognia)<a href="https://modelsagree.com/best/best-device-intelligence-apis-for-account-takeover-prevention?utm_source=badge&utm_medium=embed&utm_campaign=badge-incognia"><img src="https://modelsagree.com/badge/incognia.svg" alt="Incognia — ranked #5 for Best device intelligence APIs for account takeover prevention by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology