AVE Studio · AI Visibility Engineering · No. 47
Marketing to machines — Central European focus
When your potential customers ask AI, make sure it names and recommends your business.
We get you into AI's answers, keep you there, and get you ready to sell inside it.
Get seen.
GEO/AEO · 4 tools, liveStay known.
KEO · Model Mindshare · live (measure + plan)Get paid.
AI transaction · roadmapThe full arc
Measuring is step one.
From "can AI see me?" to the buyer paying without leaving the assistant. With you, not for you.
We measure your presence across the engines — ChatGPT, Gemini, Perplexity, Google AI Overview and AI Mode — per engine, with a confidence range, and split out whether AI names you or merely links you.
You know your buyers: you suggest and approve the final set of questions we go after.
Between everywhere you show up online and where those answers come from — where and why AI skips you.
The auditors see where you're present platform by platform and name the gap — e.g. you're in r/budapest, but your UK buyers ask in r/AskUK. In code, in content, and on the platforms AI learns from. With you, not for you.
We score how strongly you live in AI's memory (Model Mindshare, with a confidence range) and hand you the exact, platform-by-platform plan to become a canonical entity: Wikidata, Wikipedia, knowledge graph; YouTube, Reddit, review sites. The measurement and plan are live; we execute it with you — never by auto-posting.
We build the AI-ready app (MCP, UCP, ACP, OpenAI app) so customers can buy from you without leaving the assistant.
The portfolio · No. 47
Four instruments. One verdict.
From “does AI know me?” to “can AI act for me?” — each module shows you its own live readout. Never a black box.
Where — and how — AI mentions you: names you or just links you, per engine, with a confidence range.
Open →The prompts that decide your category.
Open →Why the AI skips you, page by page.
Open →Paste-ready fixes, ranked by impact.
Open →…at the Memory tier (live) we measure and plan your AI memory, and at the Market tier — roadmap — we get you ready to sell inside AI.
Tier 2 · Memory — live
Measure how strongly your brand lives in AI's memory.
Model Mindshare shows how well AI knows you from its own sources — and gives you the exact plan to become a canonical entity. The measurement and plan are live; we do the insertion with you. We never post under your name and never fake presence.
a measured signal that moves — not a guarantee
Prioritized, concrete actions per platform — exactly what to do to get in.
Knowledge
- Wikidataabsent
- Wikipediaabsent
- tudásgráf / sameAspresent
Retrieval
- YouTubepresent
- Redditentry opportunityr/AskUK · your buyers ask here
- értékelő-oldalakpresentTrustpilot
- vendég / blogabsent
| Engine | Names | Links |
|---|---|---|
| ChatGPT | ✓ | — |
| Perplexity | — | ✓ |
| Gemini | ✓ | — |
| Google AI Overview | — | ✓ |
Sometimes AI links you as a source but never says your name — a "ghost citation," and it flips per engine.
Why this matters
Google search isn't where the funnel starts anymore.
Customers increasingly ask AI assistants — ChatGPT, Gemini, Perplexity — to recommend brands directly. If you're invisible to the AIs, you're invisible to a fast-growing share of intent. The SEO industry is years behind on this. GEO (Generative Engine Optimization) is the new discipline. We measure it, then we fix it.
The 5 pillars
What sets us apart — the moat.
Based on market research, none of the studied competitors (Profound, Yext Scout, BrightEdge) offers all five at once. Our defensibility is not any single feature — it's the layered combination.
- 01
Methodology as product
Structured, 7-dimensional scoring with transparent reasoning — not a black box. Each score answers a concrete buyer pain point.
- 02
Variance-aware measurement
AI answers aren't constant, so we ask several times and show it on the Model Mindshare score — with a confidence range. Not a promise, a measured signal.
- 03
Multilingual / CEE-native
We measure and optimize per market — Hungarian, Czech, Polish and others. Including where the region asks: e.g. Google's new conversational AI tab, in Hungarian too.
- 04
Knowledge-graph-based brand fidelity audit
Faulty AI claims (wrong prices, hours, category) flagged in a falsifiable way. A roadmap element of the Verification layer.
- 05
B2M-ready / agent-readable infrastructure
MCP server and commerce protocols (UCP, ACP) — future-proofing for AI-agent-driven transactions.
What we do NOT promise
A methodology is credible when it knows what it doesn't know.
We refuted or found no solid evidence for the following claims during our market research. We never tell clients these.
"Guaranteed 40% visibility uplift"
We don't promise guaranteed percentage gains — AI answers aren't deterministic; measurement runs with confidence intervals.
"Hungarian content is disadvantaged"
We don't claim this — it's a stronger statement than we have evidence for. We only describe a "language preference signal".
"Competitors don't measure hallucination at all"
We don't claim this categorically — market research didn't give a clean proof; only that they don't productize it at homepage level.
"Guaranteed top-3 position in AI answers"
We don't promise a guaranteed position — the goal is measurable improvement, not absolute ranking.
"Your website's current content is the strategy basis"
We don't treat the domain content as starting truth — real market demand is the benchmark. The website is a scope filter, NOT a topic source.
Request a free check
Request a free AI-visibility check
Tell us about your business. We'll run a quick check across the AI engines we measure — ChatGPT, Gemini, Perplexity, Google AI Overview and AI Mode — and send you a visibility score plus the questions where you're most invisible. Results within 1 business day.