Thunderdome B2B SaaS AI Visibility Index
Job to be done · September 2026

Best CRM for sales pipeline

AI's answer · live, with web access
Contested
86/100 slot score
100% of answers name it
#3 avg. position
+2 ahead of Pipedrive

HubSpot and Pipedrive share the top of this question, both appearing in every single answer with identical reach but neither pulling far enough ahead to close it out.

HubSpot edges Pipedrive by just two slot-score points (86 vs 84), and both landed in all 12 answers across every model tested, which is unusually tight for a crowded category. Salesforce shows up in 83% of answers but averages the same position 3, meaning it competes on depth of coverage rather than top placement. The answers consistently explain the split the same way: HubSpot wins when the buyer also cares about marketing alignment, while Pipedrive wins when the priority is a lightweight, visual pipeline for smaller teams. Coevera is the outlier worth noting — it appears exclusively in ChatGPT answers and claims the top position there, driven by a single cited source that reads as self-referential, so its slot score of 25 likely overstates its organic standing.

AI-generated analysis of the September 2026 measurements.

The full field

Every brand recommended for this question, from 12 answers across ChatGPT, Perplexity, and Gemini.

# Brand Slot score Appears in Avg. position
1 HubSpot 86 100% #3
2 Pipedrive 84 100% #3
3 Salesforce 72 83% #3
4 Zoho CRM 56 75% #4
5 Pipeline CRM 29 50% #6
6 Attio 26 50% #7
7 Coevera 25 25% 1st
8 Nutshell 22 42% #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.

Other surfaces

Model memory (same assistants, no web access) HubSpot (same winner)
Google AI Mode (the real surface, scraped) HubSpot then Pipedrive, Agentforce Sales
Google AI Overviews (the real surface, scraped) Pipedrive then HubSpot, Salesforce

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.

How this was measured

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.

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