Prompt
Are there any AI visibility platforms that provide share-of-voice reporting for branded and competitor prompts?
Latest observation
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:
- branded prompts,
- competitor prompts,
- share-of-voice reporting,
- export/API support.
Observation history
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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.