4. ChatGPT Visibility
Clear mention: 4 / 10 prompts
Partial mention: 2 / 10 prompts
No mention: 4 / 10 prompts
ChatGPT surfaces OpsPilot AI when the query is specific enough to match its niche. Broader prompts often favor better-known incumbents.
5. Claude Visibility
Clear mention: 5 / 10 prompts
Partial mention: 1 / 10 prompts
No mention: 4 / 10 prompts
Claude gives slightly stronger narrative quality than raw mention frequency and rewards workflow-specific, precise positioning.
6. Gemini Visibility
Clear mention: 3 / 10 prompts
Partial mention: 2 / 10 prompts
No mention: 5 / 10 prompts
Gemini appears to favor more broadly cited category leaders and stronger ecosystem language.
7. Perplexity Visibility
Clear mention: 4 / 10 prompts
Partial mention: 3 / 10 prompts
No mention: 3 / 10 prompts
Perplexity performs best when prompts sound like real operator problems instead of generic category searches.