Research category
Compare platforms that track where brands appear across AI answers.
Category-wide AI consensus
Recurring recommendations across current AI visibility and LLM monitoring platforms research. Scores reflect how often AI platforms recommend a company and where they list it.
31 studies · 7 AI platforms · 216 usable responses · 339 companies analyzed. Updated .
| Rank | Company or brand | Consensus score | Studies | AI recommendation rate | Avg. position | Best position | Research |
|---|---|---|---|---|---|---|---|
| 01 | Profound | 65.8 / 100 | 30 of 31 | 73.6% | 2.08 | #1 | View research |
| 02 | Peec AI | 46.1 / 100 | 30 of 31 | 61.6% | 3.53 | #1 | View research |
| 03 | OtterlyAI | 37.1 / 100 | 31 of 31 | 59.7% | 4.79 | #1 | View research |
| 04 | Semrush AI Optimization | 34.5 / 100 | 31 of 31 | 53.2% | 4.52 | #1 | View research |
| 05 | Scrunch Agent Experience Platform | 14.2 / 100 | 19 of 31 | 22.7% | 4.69 | #1 | View research |
| 06 | Ahrefs | 12.0 / 100 | 17 of 31 | 22.7% | 5.69 | #1 | View research |
| 07 | Athena | 10.7 / 100 | 14 of 31 | 15.7% | 4.21 | #1 | View research |
| 08 | AthenaHQ | 8.5 / 100 | 16 of 31 | 14.8% | 5.22 | #2 | View research |
| 09 | SE Ranking AI Search Toolkit | 8.3 / 100 | 19 of 31 | 18.1% | 6.38 | #2 | View research |
| 10 | Ahrefs Brand Radar | 8.3 / 100 | 11 of 31 | 12.5% | 4.52 | #2 | View research |
A category score measures recurring AI recommendation strength. Choose the company, product, or service that fits your needs, using the situation-specific studies below for context.
Profound leads this 7-platform AI consensus index with 6 of 7 mentions at an average position of 1.5, followed by Semrush and Scrunch. The ranking covers 10 qualifying enterprise AI visibility and LLM monitoring providers.
7 usable AI responses
Profound leads this 7-platform AI consensus index for AI visibility measurement and GEO/AEO strategy, named by 5 of 7 platforms at an average position of 1.2. Otterly.AI and Peec AI are the strongest self-serve alternatives, while Semrush and Ahrefs suit teams folding AI visibility into an existing SEO stack.
7 usable AI responses
Profound is the consensus leader for AI Visibility Solutions for Citation Architecture and Recommendation Intelligence, named by 5 of 7 platforms with an average listed position of 1.6 and a best position of 1.
7 usable AI responses
Profound is the consensus leader for understanding why competitors get recommended, named by 6 of 7 platforms. Peec AI offers source- and URL-level gap explanations at transparent self-serve pricing, while Scrunch leads for citation-level analysis by URL, domain, persona, and funnel stage.
7 usable AI responses
Profound leads a 7-platform AI consensus index for recommendation and citation data, named by 6 of 7 platforms at an average position of 1.17. Peec AI and OtterlyAI are the strongest alternatives for mid-market and low-cost citation monitoring.
7 usable AI responses
Profound is the consensus leader for historical trend tracking in AI visibility, named by 6 of 7 platforms at an average listed position of 1.5. Scrunch, Semrush, and OtterlyAI follow for citation-level date-range analysis, existing SEO workflows, and self-serve daily prompt monitoring.
7 usable AI responses
Profound is the consensus leader for tracking AI recommendation share, named by 6 of 7 platforms. Peec AI is the strongest alternative for prompt-level share-of-voice, while Semrush and SE Ranking fit buyers who want AI tracking inside an existing SEO workflow.
7 usable AI responses
Profound leads the 7-platform AI consensus index for monitoring high-intent commercial prompts, named by 6 of 7 platforms at an average position of 1.0. Peec AI, Semrush, Otterly.AI, AthenaHQ, Scrunch AI, and Ahrefs follow as strong alternatives for specific buyer needs.
7 usable AI responses
Profound is the consensus leader for AI visibility platforms built around source intelligence, named by 5 of 7 platforms at an average listed position of 1.6. Peec AI and Otterly AI tie on mentions but rank lower, making them the strongest alternatives for multi-project teams and lower-cost self-serve buyers.
7 usable AI responses
Profound is the consensus leader for competitor citation analysis, named by all seven platforms studied (100.0% share, average listed position 2.57, best position 1). It is the only entity in this index with unanimous platform mentions, and platforms consistently describe it as the enterprise-oriented option for…
7 usable AI responses
Profound is the consensus leader for citation architecture analysis, named by all six AI platforms studied and ranked first by four.
6 usable AI responses
AthenaHQ leads this 7-platform AI consensus index for citation intelligence and source and domain tracking, named by 6 of 7 platforms at an average position of 1.33. Semrush and Peec AI follow, with fit guidance for SEO suites, prompt-level analysis, and low-cost entry.
7 usable AI responses
Profound leads this 7-platform AI consensus index for citation tracking, named by 6 of 7 platforms at an average position of 1.17. Peec AI and OtterlyAI tie on mentions, while Semrush suits buyers already running an SEO workflow.
7 usable AI responses
Semrush ranks first in this 7-platform consensus index for AI visibility platforms built around recommendation tracking, named by 5 of 7 platforms at an average listed position of 5.2. Profound is the strongest alternative for multi-engine coverage and 18-month historical trend data.
7 usable AI responses
Profound is the consensus leader for AI visibility competitive benchmarking, named by 6 of 7 platforms at an average listed position of 1.0. Peec AI is the strongest mid-market alternative, also named by 6 of 7 platforms.
7 usable AI responses
Profound leads this 7-platform AI consensus index for CMOs, named by 4 of 7 platforms at an average position of 1.0. Ahrefs and Semrush follow as strong options for teams already using an SEO suite, with Astiva AI, Pineprompt, Athena HQ, Peec AI, OtterlyAI, and Conductor also qualifying.
7 usable AI responses
LLM Pulse leads this 7-platform consensus index of white-label AI visibility platforms for agencies, named by 4 of 7 platforms. Trakkr best fits fully branded client portals, Profound suits enterprise compliance needs, and Otterly AI lacks native white-labeling.
7 usable AI responses
Peec AI leads a 7-platform AI consensus index of AI visibility and LLM monitoring platforms for agencies, named by 6 of 7 platforms at an average position of 1.67. Profound, OtterlyAI, and Rank Prompt follow for enterprise, Looker Studio, and white-label needs.
7 usable AI responses
Profound is the consensus leader for ecommerce AI visibility measurement, named by 5 of 7 platforms. Peec AI suits US brands starting structured measurement, and Yotpo Discover fits $10M+ GMV retailers wanting monitoring plus execution agents.
7 usable AI responses
Profound is the consensus leader among AI visibility and LLM monitoring platforms for SaaS companies, named by 6 of 7 platforms at an average listed position of 2.5. OtterlyAI is the strongest low-cost alternative, while Peec AI and AthenaHQ serve teams needing daily multi-engine benchmarking and citation analysis.
7 usable AI responses
Profound is the consensus leader for B2B AI visibility tracking, named by 6 of 7 platforms. Peec AI is the strongest mid-market alternative, Otterly.AI the lowest-cost entry point, and Semrush best for teams already running SEO in that suite.
7 usable AI responses
Peec AI leads this 7-platform consensus index of AI visibility and LLM monitoring tools for small businesses, named by 6 of 7 platforms. OtterlyAI is the lowest-cost entry at $29/month, while SE Ranking and Semrush AI Toolkit bundle AI visibility with traditional SEO.
7 usable AI responses
OtterlyAI is the consensus leader for mid-market AI visibility and LLM monitoring, named by 5 of 7 platforms (71.4% share) at an average listed position of 3.0 and a best position of 1. Profound ties on mentions (5 of 7, 71.4%) but ranks second on average position (4.2).
7 usable AI responses
Profound is the consensus leader for enterprise AI visibility and LLM monitoring, named by all seven platforms studied and ranked first by six. Scrunch AI, Semrush, and Ahrefs are the strongest alternatives for distinct enterprise buyer needs.
7 usable AI responses
Profound is the consensus leader for multi-platform AI visibility monitoring, named by 6 of 7 platforms. Peec AI, OtterlyAI, AthenaHQ, SEMrush, Scrunch, Ahrefs, and SE Ranking are the strongest alternatives for agency workflows, low-cost entry, revenue attribution, SEO integration, and bundled tracking.
7 usable AI responses
OtterlyAI leads this 7-platform AI consensus index for Perplexity visibility tracking, named by 4 of 7 platforms. GEOflux and Peec AI had the lowest average listed position at 1.0. Ten entities qualified from 34 unique names.
7 usable AI responses
Peec AI leads this 7-platform AI consensus index for Gemini visibility tracking, named by 6 of 7 platforms at an average listed position of 1.17. Profound is the strongest enterprise alternative, while Otterly.AI is the leading lower-cost self-serve option.
7 usable AI responses
Profound leads this 7-platform AI consensus index for ChatGPT visibility tracking, named by 6 of 7 platforms. Otterly ties on mentions as the strongest low-cost alternative, while Peec AI and Semrush AI Visibility Toolkit serve multi-engine and existing SEO suite buyers.
7 usable AI responses
Profound is the consensus leader for AI brand visibility tracking in this 7-platform study, named by 5 of 7 platforms (71.4%) with an average listed position of 2.0 and a best position of 1. OtterlyAI and Peec AI tie for the strongest budget-conscious alternatives, each named by 4 platforms (57.1%), while Semrush and…
7 usable AI responses
Profound is the consensus leader among AI visibility and LLM monitoring platforms, named by all seven platforms studied with the best average listed position. OtterlyAI, Peec AI, and Semrush are the strongest alternatives for low-cost entry, daily prompt tracking, and existing SEO workflows.
7 usable AI responses
Profound is the consensus leader in this 7-platform AI consensus index of AI visibility and LLM monitoring platforms, named by 5 of 7 platforms. Semrush, OtterlyAI, and Ahrefs follow as the strongest alternatives for distinct buyer needs.
7 usable AI responses
