The research library
Explore what leading AI platforms recommend for your specific marketing need.
31 studies
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
