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AI Brand Visibility & Share of Voice (Beta)

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AI Brand Visibility & Share of Voice (Beta)

AI Brand Visibility & Share of Voice (Beta)

Beta. See if Google AI Overviews, ChatGPT, Perplexity and Gemini mention or cite your brand vs competitors for the prompts your buyers ask. Rank, citations, sentiment and share of voice per answer. AI Overviews need no key; LLM modes use your own API keys (you pay the providers' fees).

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Gelu Timoficiuc

Gelu Timoficiuc

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AI Brand Visibility & Share of Voice (Beta) – ChatGPT, Perplexity, Gemini & Google AI Overviews

Beta. Google AI Overviews mode was tested live on 32 queries (2 Nov 2026). The bring-your-own-key modes for ChatGPT, Perplexity and Gemini are beta: they are built on the official APIs, but they haven't been checked at scale yet. With your own keys, you pay the AI providers' fees yourself (billed by OpenAI/Perplexity/Google to your account) on top of this Actor's price. Feedback and issue reports are welcome.

More and more buyers ask an AI assistant instead of Google. Does it recommend you, or your competitor? This Actor asks ChatGPT (with web search), Perplexity, Gemini (with Google Search grounding) and Google AI Overviews the questions your customers ask, then measures your brand in every answer.

Use it for: GEO / AEO (generative engine optimisation) · brand monitoring · competitor benchmarking · agency client reporting · checking whether content changes help.

Per answer you get

FieldMeaning
ownMentioned, ownRankMentioned? In what order among all tracked brands?
ownListPositionPosition in the "top tools" list, if the AI made one
ownCitedDid the AI cite your domain as a source?
ownSentimentpositive / neutral / negative wording around your mention
shareOfVoicePctYour mentions ÷ all tracked-brand mentions
competitors[]Same metrics per competitor
citedDomains, citations, answerTextFull evidence

The REPORT record has per-engine scores: visibility %, cited %, average rank and competitor mention counts. Ask each prompt 2–5 times (runsPerPrompt) for stable numbers, because AI answers vary.

Modes

  • Bring your own keys (beta, default): paste OpenAI, Perplexity and/or Gemini keys. Those providers bill you directly for their API usage, and keys are stored as secret input.
  • Demo: free canned sample answers, so you can see the output without keys.
  • Google AI Overviews (default engine): no key needed; the GOOGLE_SERP proxy is preselected. Tested live on 22 queries (2 Nov 2026): an overview appeared on 68% of them. Each row has aiOverviewStatus = shown / absent / deferred (Google streamed the overview with JavaScript, so it can't be read without a browser; this is not counted as "absent").

Spend cap: maxAnswers stops the run (default 50). Failed calls are recorded as errors and never charged.

Example row (demo mode: canned answer, not a live AI response)

{"prompt":"What is the best project management tool for a small team?","engine":"chatgpt","brand":"Notion","ownMentioned":true,"ownRank":1,"ownListPosition":1,"ownCited":true,"ownSentiment":"positive","shareOfVoicePct":40,"brandsMentioned":4,"competitors":[{"name":"ClickUp","mentioned":true,"rank":2,"cited":true,"sentiment":"negative"}],"citedDomains":["notion.com","clickup.com","g2.com"]}

Pricing

Free planStarter / ScaleBusiness / Enterprise
Google AI Overview check (no key needed)$0.012$0.010$0.009
Answer analysed with your own AI key (beta)$0.010$0.005$0.004

Platform usage and proxy are included. With your own keys, the AI providers' own fees are extra and billed by them. Demo mode is free, and failed or blocked requests are never charged.

Sentiment is a keyword heuristic, not a model judgement. Treat it as a signal. Not affiliated with OpenAI, Perplexity or Google.