Rescanned and rewritten 19 August 2026. The original version of this post reported visibility scores from a scan whose data we never committed, so nobody could check it. We reran the category with our standard method and published the underlying data alongside. Details at the end.
When a founder asks ChatGPT "what CRM should my small business use", the answer names three or four products and the conversation is over. No page two, no ad slot, no second chance. So we measured who actually gets named.
Five buyer questions, four engines, twenty answers, one day in August 2026.
The scoreboard
| Product | Mentions (of 20) | ChatGPT | Claude | Perplexity | Gemini | Best rank |
|---|---|---|---|---|---|---|
| HubSpot | 11 | 2 | 2 | 5 | 2 | #1 |
| Pipedrive | 7 | 1 | 1 | 4 | 1 | #1 |
| Bigin | 6 | 1 | 0 | 4 | 1 | #1 |
| Zoho CRM | 5 | 1 | 1 | 2 | 1 | #2 |
| Freshsales | 5 | 2 | 0 | 2 | 1 | #2 |
| Less Annoying CRM | 5 | 1 | 1 | 2 | 1 | #3 |
| OnePageCRM | 4 | 1 | 1 | 1 | 1 | #2 |
| Salesforce | 3 | 1 | 0 | 1 | 1 | #3 |
HubSpot is the default answer. It was named in eleven of twenty answers, by every engine, and reached #1. If you sell CRM to small businesses, you are selling against a product the machines recommend before your buyer has finished typing.
Pipedrive is the clear second. Bigin, Zoho's small-business product, is the surprise of the top three.
The other half of the table
Below the names you know sits a group with a very particular shape.
| Product | Mentions | ChatGPT | Claude | Perplexity | Gemini |
|---|---|---|---|---|---|
| Followupzu | 3 | 1 | 1 | 0 | 1 |
| ClaretCRM | 3 | 1 | 1 | 0 | 1 |
| Conduyt | 3 | 1 | 1 | 0 | 1 |
| Sambandh | 3 | 1 | 1 | 0 | 1 |
| Moon CRM | 3 | 1 | 1 | 0 | 1 |
| Nutshell | 3 | 1 | 1 | 0 | 1 |
| Streak | 2 | 0 | 0 | 2 | 0 |
Six products, each named by ChatGPT, Claude and Gemini, and by Perplexity never. Then Streak, named by Perplexity and by nobody else.
This is the third category in a row where we have found the same split. Perplexity searches the live web on every question, so it answers with whatever has the most current coverage. The other three lean on what the model already absorbed. Ask them the same question and you get two different worlds.
The engines cited these products' own sites
| Cited source | Citations |
|---|---|
| forbes.com | 5 |
| onepagecrm.com | 4 |
| technologyadvice.com | 3 |
| followupzu.com | 3 |
| claretcrm.com | 3 |
| conduyt.com | 3 |
| sambandh.io | 3 |
| mooncrm.io | 3 |
| hubspot.com | 3 |
| nutshell.com | 3 |
Two review sites at the top, then a run of vendor domains. Followupzu, ClaretCRM, Conduyt, Sambandh and Moon CRM each appear in this list, and each is in the group the three non-searching engines name.
That is the mechanism worth understanding. These are not companies with more market share than Salesforce. They are companies whose own pages were read while the answer was written.
What a CRM vendor should take from this
If your product is not in the first table, the honest question is which of the two groups you are missing.
Absent from Perplexity means thin live coverage: reviews, comparisons, listings, the things a search-grounded engine can find today. Absent from ChatGPT, Claude and Gemini means the opposite problem, and it is the one most vendors do not know they have, because it does not show up in any traffic report.
Salesforce is instructive. It appears three times, and never on Claude. The largest CRM company in the world is not the default answer to "what CRM should my small business use", because that is not the question its content is written for.
What changed in this rewrite
The original post reported visibility scores from 0 to 100 for five brands, using five buyer questions generated per brand. That method produces a different metric from our other category posts, and, more importantly, the scan data behind it was never committed to the repository, so no reader could verify a single number.
Our own rule is that the committed JSON is a post's provenance and we never publish a figure we cannot show the working for. This post did not meet it.
So we rescanned the category on 18 August with the standard method used by every other post here, and committed the data. The numbers above are all from that scan. They are not corrections of the earlier scores, they are different measurements, and the earlier ones are gone rather than restated.
One consequence worth naming: the original headline said the category leader was invisible on one engine. In this scan Pipedrive is named by all four, so that finding does not survive, and we are not going to keep a headline the data no longer supports.
Method, honestly
Five buyer-intent prompts, each asked once to ChatGPT (gpt-4o-mini), Claude (Haiku 4.5), Perplexity (Sonar) and Gemini (2.5 Flash) with web search on, all on 18 August 2026:
- what CRM should my small business use
- simple CRM for a small sales team
- affordable Salesforce alternative for a startup
- easiest CRM to set up for a solo founder
- best CRM for a small business under 10 employees
Mentions count answers, so a product named twice in one answer counts once. Product names are as the engines stated them, merged across obvious variants such as HubSpot and HubSpot CRM. Parsing is automated and could miss a stray mention. One-day snapshot, and rankings move.
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