GEO (Generative Engine Optimization)
We do GEO (Generative Engine Optimization): optimizing content for generative engines — so your brand and content are mentioned and cited in AI answers (ChatGPT, Perplexity, Gemini, AI Overviews). Honestly and bluntly upfront: it is a very NEW, experimental area — practices are only forming, there are no unified methodologies, and generative systems are a 'black box', so getting into their answers CANNOT be guaranteed. GEO is closely linked to AI-search (409) and AEO (410) — largely it is one field under different names. The base condition is that AI sees your content (383). And the effect is extremely hard to measure. We honestly increase the chances of a mention, without hype and guarantees.
GEO (Generative Engine Optimization) — overview

GEO (Generative Engine Optimization) is optimizing a brand's/content's presence in the answers of generative AI engines: so that when answering a user's query AI mentions you, cites your content or recommends it. The work: authoritative, factual, well-structured content that AI 'understands' and 'trusts'; presence and consistent brand mentions in the sources models rely on; accessibility for AI bots (383); clear data and wording. Honestly about 'a new, experimental area', this is key: GEO is one of the youngest terms in SEO (essentially a reaction to the rise of AI search). There are no established, proven methodologies; much is justified hypotheses about how models select and cite, which change rapidly. We honestly work with this as an experiment rather than a mature discipline and do not pass GEO off as 'a new guaranteed SEO'. Honestly about the overlap with AI-search/AEO: GEO, AI-search optimization (409) and AEO (410) are largely the SAME field under different names (optimization for AI answers). We honestly do not sell this as three different 'magic' services — the approaches overlap heavily; the difference is more in emphasis (GEO — about generative engines and brand mention). Honestly about 'cannot guarantee a mention': generative models are a 'black box'; exactly how they form answers and whom they mention is not precisely known, is unstable and depends on the query. You can influence (quality, authority, presence, accessibility), but guaranteeing a mention/citation is impossible. Anyone promising 'guaranteed into AI answers' is lying. Honestly about the base condition: if AI does not see your content (closed by robots for AI — 383), GEO is pointless — first the access question must be decided (with its protection vs presence trade-off). Honestly about measurability: mentions in AI answers are extremely hard to track (no standard analytics, answers differ across users) — precisely measuring the effect is almost impossible; we assess selectively/indirectly. Honestly about the link with ordinary SEO: GEO largely relies on the same things as good SEO — authority, quality content, mentions; it is not separate magic but a shift of emphasis. Honestly about the effect: it increases the chances of a brand mention/citation in generative answers through authority, quality and accessibility, but it is an experimental area without guarantees, overlapping with AI-search/AEO, with an almost unmeasurable effect. Honestly about access: authoritative content and a decision on AI access are needed. An important boundary: this is GEO; AI-search — 409; AEO — 410; robots for AI — 383; ordinary SEO — the group. The base price starts from 90,000 ₽ (depends on volume and authority).
Problems we solve
- The brand is not mentioned or cited in AI answers (ChatGPT/Perplexity/Gemini).
- It is unclear how to influence presence in generative answers.
- An expectation of a guaranteed mention in AI answers (it is a 'black box').
- Confusion: GEO/AI-search/AEO as three different 'magic' services.
What's included in the GEO (Generative Engine Optimization) service
- Optimizing content for generative engines (authority, facts, structure, clarity)
- Working on brand presence and consistency of mentions in sources
- Accessibility for AI bots with a conscious robots decision (383)
- Honest explanation of the GEO/AI-search (409)/AEO (410) overlap
- Honest boundaries (a NEW experimental area — practices forming; cannot guarantee a mention — 'black box'; base condition is visibility for AI; effect almost unmeasurable; relies on ordinary SEO, not separate magic)
- A link with AI-search (409) and AEO (410)
- Documentation and handover
- Review with you
What you get
- Content and presence increasing the chances of a brand mention in AI answers
- Authoritative, factual, AI-accessible content
- An honest assessment: what is genuinely possible and what is beyond control
- Honest boundaries (no guarantees; experimental; overlaps with AI-search/AEO; almost unmeasurable)
How the work goes: steps
- We assess content/authority and the AI access question (383)
- We strengthen authority, facts, structure, brand presence in sources
- We honestly set boundaries (no guarantees, experiment) and hand over to 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
Does GEO guarantee my brand's mention in AI answers?
No, honestly: generative models are a 'black box'; exactly how they form answers and whom they mention is not precisely known, is unstable and depends on the query. We can influence (quality, authority, presence in sources, accessibility for bots) but cannot guarantee a mention/citation. Anyone promising 'guaranteed into AI answers' is lying. It is an experimental area, and we are honest about the absence of guarantees.
How does GEO differ from AI-search and AEO?
Largely not at all, honestly: GEO, AI-search optimization (409) and AEO (410) are largely ONE field (optimization for AI answers) under different names, with overlapping approaches. The difference is more in emphasis (GEO — about generative engines and brand mention). We honestly do not sell this as three separate 'magic' services and do not charge three times for one — we explain the overlap and do essentially unified work for your case.
Can the effect of GEO be measured?
Almost not, honestly: mentions in AI answers are extremely hard to track — there is no standard analytics, answers differ across users and over time. Precisely measuring the effect is practically impossible; we assess selectively and indirectly. Plus the area is young and unstable. We honestly state this measurability limit rather than draw precise 'growth in AI' metrics.
About the provider
The «GEO (Generative Engine Optimization)» service is provided by PDV Expert — a team specialising in «Content & acquisition». We work under contract and deliver a written report with recommendations.