Prompt

Are there any AI visibility platforms that provide share-of-voice reporting for branded and competitor prompts?

Technology · SEO & AEO Tools / Seo aeo tools1 observationLast seen Jul 16, 2026

Latest observation

Jul 16, 2026 · OpenAI APIWeb search: off

Yes. A number of AI visibility / GEO / AEO platforms now offer share-of-voice-style reporting that compares how often your brand is surfaced versus competitors across branded and non-branded / competitor prompts.

Common examples include:

  • Profound – AI visibility tracking with competitive share-of-voice and prompt-level reporting across major LLMs.
  • Peec AI – tracks brand presence in AI answers and supports competitor comparison and visibility metrics.
  • Otterly AI – offers AI search/answer visibility monitoring, including competitor benchmarking in some plans.
  • Hall – focuses on AI search visibility and competitive presence across prompts.
  • Semrush AI SEO / AI Overviews features – more SEO-adjacent, but increasingly includes AI result visibility and competitive analysis.
  • BrightEdge / Conductor – enterprise platforms adding AI answer monitoring and competitive reporting.

A few caveats:

  • “Share of voice” in AI visibility is not standardized yet, so each platform defines it differently.
  • Some tools report:
    • citation share
    • mention share
    • rank share
    • answer inclusion rate
  • Coverage can vary by model (e.g., ChatGPT, Perplexity, Gemini, Google AI Overviews) and by whether prompts are branded (“best Nike shoes”) or competitor/category prompts (“best running shoes”).

If you want, I can put together a feature comparison table of the main platforms specifically for:

  1. branded prompts,
  2. competitor prompts,
  3. share-of-voice reporting,
  4. export/API support.

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How did Obsurfable measure this prompt?

Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, and Meta AI.