Skip to main content
Back to recommendations

Best platform for ai visibility metrics

AI summary

Profound is the best default for enterprise AI visibility metrics; choose Semrush or Ahrefs when you want to keep data inside existing traditional search and backlink workflows. For mid-market teams seeking a balance of analytics and collaboration, Peec AI is ideal due to its deep sentiment tracking and support for unlimited team seats. Smaller companies and startups looking for budget-friendly tracking can rely on Otterly AI for straightforward monitoring across generative engines without committing to expensive enterprise platforms.

ChatGPT logoGemini logoAI Mode logoAI Overviews logo
4 platforms queried12 brands recommended42 citations from 35 domainsAnswers collected Aug 12, 2026

Rankings across AI platforms

Rankings are shown when an answer sets an order; a dot marks an unranked recommendation. Coverage includes both.

BrandAvg. rankChatGPT logoChatGPTGemini logoGeminiAI Mode logoAI ModeAI Overviews logoAI OverviewsCoverage

Semrush

1.0•••100%

Profound

1.52••100%

Peec AI

2.02•••100%

Otterly AI

3.03••—75%

AEO Vision

———•—25%

Ahrefs

————•25%

Original AI responses

Review each answer in full, including its recommendation order and cited sources.

What is the best platform for ai visibility metrics?

Collected Aug 12, 2026, 4:28 AM UTC

If by AI visibility metrics you mean tracking how often your brand appears in ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, etc., Profound is probably the best overall platform right now for enterprise-grade measurement. Recent 2026 comparisons consistently put it near the top for depth and competitive intelligence. mentionsapi.com

My shortlist:

PlatformBest forMy take
ProfoundEnterprise / serious AI-search measurement🥇 Best overall depth
Peec AIMid-market marketing teams🥈 Best balance of analytics + usability
Otterly AISMBs / affordable tracking🥉 Best value
ConductorLarge SEO organizationsBest if AI visibility needs to live alongside enterprise SEO
Semrush AI Visibility ToolkitExisting Semrush usersBest ecosystem integration
ScrunchAI crawler + traffic/technical intelligenceInteresting if you care about why AI systems can access your site

Conductor's own July 2026 evaluation ranks Conductor, Profound, and Peec AI as its top overall platforms, while other recent comparisons put Profound first for enterprise and Peec first for mid-market use. mentionsapi.comwww.conductor.com

What I'd measure

Don't focus solely on a generic "AI visibility score." The useful metrics are:

  • Mention rate — % of tracked prompts where you're mentioned
  • Share of voice — your mentions vs. competitors
  • Position/rank — where you appear in the answer
  • Citation share — how frequently your site is cited
  • Citation quality — which authoritative sources are driving your visibility
  • Sentiment / recommendation rate — whether AI recommends you positively
  • Prompt-level visibility — visibility for your highest-value customer questions
  • Competitor displacement — where competitors appear instead of you
  • AI referral traffic & conversions — the metric that ultimately matters commercially

One important caveat: AI visibility measurements are inherently noisy because identical prompts can produce different answers and citations. Research published in 2026 found substantial variability across repeated measurements, so a platform that reports a single precise score without accounting for sampling variability can give you a false sense of accuracy. [arxiv.org](https://arxiv.org/abs/2603. 08924?utm_source=chatgpt.com)

My recommendation by situation:

  • Enterprise / board-level reporting: Profound
  • Marketing team wanting the best balance: Peec AI
  • Small company / startup: Otterly AI
  • Already deep in SEO: Semrush or Conductor
  • Want AI visibility + actual traffic attribution: look particularly closely at Scrunch; it combines AI visibility with crawler and referral/conversion data. www.techradar.com

If you tell me your company size, industry, and whether you're measuring your own brand or clients, I can narrow this to the one platform I'd buy and compare the actual pricing/features.

Sources cited by AI platforms

Sources are ordered by the number of platforms that cited them, then by total citations.

Methodology

One prompt, submitted to four AI platforms.

We submitted the prompt “What is the best platform for ai visibility metrics?” to ChatGPT, Gemini, AI Mode, and AI Overviews. We preserved each answer, its recommendation order, and the sources returned with it.

The summary and comparison are generated from those collected answers. Average rank uses only platforms that assigned the brand a numeric rank. Coverage is the percentage of queried platforms that mentioned the brand.

This report shows what the AI platforms recommended at the time of collection. It is not an independent review, endorsement, or product test.

Share report

See where your brand ranks for prompts like this

Monitor the buyer questions that matter to your category, compare your visibility with competitors, and see which sources influence the answer.

https://