A real buyer question from the July 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.
“Our CEO asked why ChatGPT recommends our competitor and not us. What tools help measure and fix that?”
ChatGPT answered 3× this snapshot …(LLM visibility tools) These simulate user prompts and track which brands show up. Profound (profound.co) – tracks “AI search” visibility and share of voice across prompts Brandlight – similar idea, focused on how brands appear in LLM answers Athena / Bluefish AI / Peec AI – newer tools in the same category You.com / Perplexity manual testing – still useful for spot checks What you get: % of prompts where you’re…
Named across its answers: 1. Profound2. Athena3. Brandlight4. Peec AI5. Perplexity
Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.
Claude answered 3× this snapshot …ChatGPT, Claude, Gemini, Perplexity Track which brands appear in responses Tools like Brandwatch, Mention, or Semrush are adding AI visibility features Emerging "GEO" (Generative Engine Optimization) tools: Profound, Otterly.ai, Peec.ai - specifically track brand mentions in AI responses Still quite early-stage and limited Honest Caveats Your CEO Should Hear Results vary significantly by exact phrasing, date, and…
Named across its answers: 1. Profound2. Brandwatch3. Otterly.ai4. Semrush5. Peec.ai
Verbatim excerpt from one collected Claude answer; formatting flattened, words untouched.
Gemini answered 3× this snapshot …benchmarked. These tools help you see how often you are mentioned compared to competitors. Profity.ai: One of the first platforms specifically designed for GEO. It analyzes how LLMs (ChatGPT, Claude, Gemini) perceive your brand and provides a "Share of Model" metric. Keyword Insights (LLM Optimization tool): They have developed features to track how brands surface in AI Overviews (SGE) and LLM responses.…
Named across its answers: 1. Perplexity2. Keyword Insights3. WordLift4. G25. Semrush
Verbatim excerpt from one collected Gemini answer; formatting flattened, words untouched.
Profound dominates on raw frequency and position, appearing in 7 of 9 answers at an average position of 1.6, but its complete absence from Gemini's answers reveals a model-specific blind spot that could matter as Gemini's share of enterprise queries grows. Semrush lands in 6 of 9 answers yet never leads a response, suggesting it reads as a supporting tool rather than the primary fix buyers are looking for.
AI-generated read of the July 2026 measurements.