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The public record behind the market answer.

Benchmark Bureau publishes the findings, underlying counts, source ecosystem, exact configuration, and limitations together. CRM is the current market focus.

CRM benchmark3 dated releasesPublic data available

Current market · CRM software

Which CRM products enter AI recommendations, and for whom?

A three-wave OpenAI API replication built from 200 structured US CRM prompts and 600 accepted answers, with prompt-bootstrap uncertainty and a matched August baseline.

Overall leader
HubSpot CRM
Recommendation rate
86.3%
Core answers
600/600
Products recommended
21

Research archive · August 2026

Who OpenAI recommends in Utah personal injury

The founding exploratory OpenAI API pilot: 200 web-grounded buyer questions across five locations, five case types, four recommendation intents, and two writing styles.

Overall leader
Parker & McConkie
Recommendation rate
47.5%
Valid answers
200/200
Recommended firms
133

One market focus, with the limits left visible

The Utah personal-injury and US CRM releases test the same collection, evidence, review, scoring, and publication system in two structurally different markets. The next product phase concentrates on CRM: an evergreen benchmark supported by dated releases, segment evidence, product profiles, comparisons, and downloadable data.

Both released studies remain labeled as OpenAI-only API pilots. Neither claims to represent consumer ChatGPT, buyer behavior, market share, or the wider AI market.

How the CRM evidence is organized

What happens next

The three CRM waves are complete and published. A matched provider comparison follows only after its configuration and customer-decision value are justified by this release and initial customer evidence.

Research inquiryResearchers and journalists may use the contact page. CRM teams with a specific business decision may request a private brief. Participation or payment does not influence inclusion or rank.