HubSpot leads the Salesforce-switching conversation by a wide margin, appearing in every single answer with an average position of 2.
HubSpot is the only brand recommended across all 12 answers and all three assistants, with a slot score of 95 — 14 points clear of Zoho CRM at 81. Zoho and Pipedrive trail closely behind each other, both appearing in 92% of answers, making them the real second-tier consensus rather than genuine challengers to HubSpot's grip. The reasons cited consistently center on HubSpot's free tier, unified sales-and-marketing data, and lower operational overhead compared to Salesforce — positioning it as the default landing spot for teams frustrated by Salesforce's complexity and cost. Microsoft Dynamics 365 surfaces in only half the answers at an average position of 5, mostly as a nod to enterprise buyers already inside the Microsoft ecosystem rather than a broad recommendation.
AI-generated analysis of the September 2026 measurements.
Every brand recommended for this question, from 12 answers across ChatGPT, Perplexity, and Gemini.
| # | Brand | Slot score | Appears in | Avg. position |
|---|---|---|---|---|
| 1 | | 100% | #2 | |
| 2 | | 92% | #2 | |
| 3 | | 92% | #3 | |
| 4 | | 50% | #5 | |
| 5 | | 42% | #4 | |
| 6 | Creatio | 33% | #4 | |
| 7 | Monday CRM | 25% | #4 | |
| 8 | | 33% | #7 |
Slot score is position-weighted, 0 to 100: being recommended first counts far more than a trailing mention. "Appears in" is the share of answers naming the brand at all.
The main measurement above is the assistants' real answers with live web access. These rows show the same question on other surfaces: the models' bare memory, and Google's own AI search experiences.
ChatGPT, Perplexity, and Gemini each answered this question in two phrasings, several times each, with live web access and citations: the closest API-reachable version of the real assistant experience (no personalization or account memory, which no vendor can provide). Model-memory answers (no web) are measured separately and shown above as a comparison surface. A brand counts once per answer that recommends it. The exact questions:
Part of the CRM ranking. Method details on the methodology page. Rankings reflect measured AI answers, not paid placement.
Who wins when the question changes:
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