AI hallucination monitoring on brand mentions
We track what AI assistants (ChatGPT, Gemini, Perplexity etc.) say about your brand and detect hallucinations — made-up or false facts about you (non-existent products, wrong prices/terms, erroneous claims). So you know about the problem and can react. Honestly upfront: we can DETECT and track such errors but CANNOT make AI vendors fix them and do not control the models' output; coverage is incomplete (you cannot check everything), and the area is new — it is an early-warning tool, not 'protection that removes all AI errors about you'.
AI hallucination monitoring on brand mentions — overview
AI hallucination monitoring on brand mentions is regularly checking what generative AI answers users about your brand, products and facts: we ask typical questions to the main AI systems, record answers, detect hallucinations (made-up products/features, wrong prices, terms, contacts, false or outdated claims), assess sentiment and track changes over time. Honestly about the main limitation, this is key: we can DETECT a problem but CANNOT directly 'fix' it in the models themselves. AI vendors (OpenAI, Google etc.) control their systems; we cannot make them correct a specific answer about your brand — there is no such lever. What is real: learning about a hallucination in time and reacting — improving truthful brand information in open sources (that is GEO — 889), fixing source materials, in serious cases reaching out via the vendor's feedback channels (no guarantee), preparing rebuttals. So monitoring is an early warning and a basis for action, not a 'delete the AI error' button. Honestly about incomplete coverage: checking everything any AI might say about you in any context is impossible — it is an infinite query space and several constantly changing systems. We monitor a representative set of scenarios and the main platforms, but not '100% of all answers'. Honestly about novelty: the area is young, and AI answers themselves are unstable (change between versions). Honestly about the effect: you stop being 'blind' to what AI says about you and can manage risks — but not control the AI's output. Honestly about access: a list of brand facts/topics to check is needed. An important boundary: this is monitoring; improving presence/information (GEO) — 889; analysis of human reviews — 875. Picture this: instead of 'we do not know what AI makes up about us' — a regular summary and a signal to act. The base price starts from 35,000 ₽ (depends on the number of platforms and scenarios).
Problems we solve
- AI can make up false facts about the brand, and you do not know.
- Wrong prices/products/terms in AI answers harm clients.
- No understanding of what AI assistants say about you at all.
- Reputational risks in AI answers remain invisible.
What's included in the AI hallucination monitoring on brand mentions service
- Regular checking of main AI answers about the brand
- Detecting hallucinations (made-up facts/prices/products)
- Sentiment assessment and tracking changes over time
- Summaries and signals for reacting
- Action recommendations (improving sources — GEO 889, rebuttals)
- Honest boundaries (we detect but do not fix in models; coverage incomplete)
- A link with GEO (889)
- Handover of reports and review with you
What you get
- Visibility of what AI says about your brand
- Early detection of hallucinations and false facts
- A basis for risk-reduction actions
- Honest boundaries (no control of AI output; not 100% coverage)
How the work goes: steps
- We compile a list of facts/topics and platforms to check
- We regularly query AI, record and detect hallucinations
- We give summaries and recommendations, honestly set boundaries with you
Why PDV Expert
- Fixed price and timeline — no surprises on the invoice.
- Report and recommendations in plain language — clear without a technical background.
- In touch at every step and answering questions about the result.
FAQ
Will you remove the AI's false answers about my brand?
Directly — no, and that is honest. We detect hallucinations but do not control the models themselves: we cannot make OpenAI/Google correct a specific answer — there is no such lever. What is real: learning in time and reacting — improving truthful brand information (GEO — 889), fixing source materials, reaching out via vendor channels (no guarantee), preparing rebuttals. Monitoring is an early warning, not a delete button.
Will you track everything any AI says about me?
No, honestly: covering everything is impossible. Queries are infinite, there are several AI systems, and they constantly change. We monitor a representative set of scenarios and the main platforms — enough to catch significant problems and trends, but '100% of all possible answers' cannot be covered. We honestly state the coverage rather than promise total control.
Why monitor if you cannot make the AI correct itself?
Because knowing about the problem is already half the solution. Without monitoring you are blind to what AI makes up about you, and learn of an error from clients or not at all. With monitoring you react in time: improve sources, rebut, manage risks. There is no control over the AI's output, but there is risk management — and it is genuinely useful.
About the provider
The «AI hallucination monitoring on brand mentions» service is provided by PDV Expert — a team specialising in «Site quality». We work under contract and deliver a written report with recommendations.