AI recommendation intelligence
For each buyer category we put buyer questions to ChatGPT, Claude, Gemini and Perplexity, then count from their own answers who gets named, who gets recommended first, and who is left out. Every company on a board is measured the same way; some boards use questions representative of the category rather than identical, noted on the board itself. No opinion, no score on this page. Every number links to the verbatim answer.
25
Boards
118
Companies scanned
4
Surfaces each
How AI answers when a buyer asks which authentication platform to use for a B2B SaaS product.
12 companies scanned · 2026-06-26
We tested how AI answers when a buyer asks which email marketing & newsletters tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
8 companies scanned · 2026-06-24
We tested how AI answers when a buyer asks which sales engagement & cold outreach tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
8 companies scanned · 2026-05-29
We tested how AI answers when a buyer asks which databases & storage tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
7 companies scanned · 2026-06-24
We tested how AI answers when a buyer asks which observability & monitoring tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
7 companies scanned · 2026-06-24
We tested how AI answers when a buyer asks which cloud hosting & compute tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
6 companies scanned · 2026-06-28
We tested how AI answers when a buyer asks which website builders & visual development tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
6 companies scanned · 2026-06-04
We tested how AI answers when a buyer asks which backend-as-a-service tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
5 companies scanned · 2026-06-24
We tested how AI answers when a buyer asks which developer docs & sdk generation tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
5 companies scanned · 2026-06-24
We tested how AI answers when a buyer asks which notifications infrastructure tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
5 companies scanned · 2026-06-24
We tested how AI answers when a buyer asks which product analytics tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
5 companies scanned · 2026-06-24
We tested how AI answers when a buyer asks which scheduling & booking tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
5 companies scanned · 2026-06-24
We tested how AI answers when a buyer asks which billing & revenue tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
4 companies scanned · 2026-06-03
We tested how AI answers when a buyer asks which crm tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
4 companies scanned · 2026-05-29
We tested how AI answers when a buyer asks which data & bi / notebooks tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
4 companies scanned · 2026-05-29
We tested how AI answers when a buyer asks which workflow automation & background jobs tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
4 companies scanned · 2026-06-24
We tested how AI answers when a buyer asks which api gateway & management tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
3 companies scanned · 2026-06-01
We tested how AI answers when a buyer asks which feature flags tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
3 companies scanned · 2026-06-24
We tested how AI answers when a buyer asks which forms tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
3 companies scanned · 2026-06-02
We tested how AI answers when a buyer asks which search & retrieval tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
3 companies scanned · 2026-06-04
We tested how AI answers when a buyer asks which webhooks & event infrastructure tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
3 companies scanned · 2026-05-27
We tested how AI answers when a buyer asks which authorization & access control tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
2 companies scanned · 2026-06-03
We tested how AI answers when a buyer asks which customer support tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
2 companies scanned · 2026-05-22
We tested how AI answers when a buyer asks which integrations platform (unified api) tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
2 companies scanned · 2026-05-29
We tested how AI answers when a buyer asks which secrets management tool to use for a B2B SaaS product. Each company is scanned on its category-representative questions.
2 companies scanned · 2026-06-03
Every board is one buyer category, measured the same way for each company in it. You can run the same scan for your own category.
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