How aidentme differs from other platforms

Five key differences

1. Hybrid collection: API plus live sessions. Most trackers query only public APIs and receive “sterile” answers without web search or regional specifics. aidentme complements the API stream with emulated live user sessions on regional proxies — you see the same answer a real buyer sees on their screen.
2. Russian models — properly. Yandex Alice and GigaChat, not only ChatGPT and Gemini. For Russian-speaking audiences these systems are a visible share of AI answers that Western platforms do not cover at all.
3. Deep citation mapping. A typical tracker states “you were mentioned in 20% of cases”. aidentme parses citations and intermediate sources to the end of the chain: which articles, review platforms and databases form the model’s opinion — and where content needs fixing or placing.
4. Findings, not just charts. Instead of bare Share of Voice — analyst-verified findings with an evidence status, plus ready recommendations for copywriters and SEO: which wording and pages are needed for the models to start citing your materials.
5. An enterprise contour. Isolated proxy pools, queries not used to train third-party models, raw answers exported as an evidence base, an API for BI systems — and a research-only format for regulated categories.

The market map

• Western GEO platforms (Profound, Peec, BrandVisibility, Similarweb AI Tracker) — strong analytics for global models, but no Russian AI systems and no Russian-language scenarios.
• SEO service modules — quick mention monitoring, but without a choice-scenario methodology, repeated runs, human review or audience linkage.
• Lightweight trackers (Otterly class) — affordable basic monitoring without source maps or an evidence base.
• aidentme — a research platform: choice scenarios, five AI systems including Alice and GigaChat, saved answers as evidence, a human analyst in the loop.

Competitor feature lists change quickly; check their current documentation before choosing. We compare approaches, not price lists.