AI Answer Archive · the major AI assistants
This is how your customers ask for insurance now.
We asked the major AI assistants the questions buyers actually type. Most carriers never came up. Here's who the AI named back — verbatim, dated, on file.
1,320 questions · 88 US carriers · ChatGPT + Perplexity + Claude + Gemini · June 2026
of carriers were invisible in every buyer question.
average visibility — the typical carrier shows up in 1 of 7 questions, at best.
national brands soak up most answers. Everyone else fights for what's left.
Commercial insurance
“What's the best business insurance for a mid-size company?”
AI assistants nameVerbatim · June 2026 · full answers on file
“Top commercial insurance providers in the Northeast”
AI assistants nameVerbatim · June 2026 · full answers on file
“Who should I get business liability insurance from?”
AI assistants nameVerbatim · June 2026 · full answers on file
Each dot is one regional commercial insurance carrier we tested. 33 of 38 never appear at all. And being named once isn't being recommended — most of the rest surface in just one or two of six buyer questions.
Health insurance
“Best health insurance plan for employers”
AI assistants nameVerbatim · June 2026 · full answers on file
“Top health insurers in California”
AI assistants nameVerbatim · June 2026 · full answers on file
Each dot is one regional health insurance carrier we tested. 7 of 50 never appear at all. And being named once isn't being recommended — most of the rest surface in just one or two of six buyer questions.
Don't see your company in the answers?
Most regional carriers we tested never appeared. See exactly where you stand — privately, with the actual AI answers behind it.
We publish what the AI said — the actual answers, with dates. We don't rank or rate companies; brands appear only as the assistant named them, and we never single out a company the AI didn't mention. NextAIForge is independent and is not affiliated with, endorsed by, or sponsored by any insurance carrier or AI provider. Measurements reflect specific buyer questions captured on stated dates via provider APIs and may change over time; company and engine names are trademarks of their respective owners. To request the evidence behind a result, email info@nextaiforge.com.
How we measure (methodology v2026.1) →