Best membership management software according to AI
On 6 August 2026, across 33 buyer questions asked on ChatGPT, the three brands AI named most for membership management software were WildApricot (in 67% of answers), Join It (55%) and MemberClicks (46%).
Last measured: 6 August 2026 · 33 buyer questions · ChatGPT
WildApricot is the answer AI gives most often. It was the first recommendation in 39% of the 33 answers we collected.
A high win rate for this category: the answer stays fairly stable however you phrase the question.
The leaderboard
Mention rate = share of 33 answers naming the brand. Top pick = share where it was the first recommendation.
| # | Brand | Mentioned | Top pick | |
|---|---|---|---|---|
| 1 | 67% | 39% | ||
| 2 | 55% | 21% | ||
| 3 | 46% | 3% | ||
| 4 | 36% | 6% | ||
| 5 | 33% | 0% | ||
| 6 | 33% | 0% | ||
| 7 | 24% | 0% | ||
| 8 | 21% | 0% |
The sources behind the answers
Which domains ChatGPT and Gemini cite when recommending membership management software, and which ones move the outcome.
Most-cited domains
- 1.
wildapricot.com15
- 2.
memberclicks.com11
- 3.
joinit.com11
- 4.
growthzone.com9
- 5.
raklet.com9
- 6.
glueup.com8
- 7.
imis.com8
- 8.
capterra.com8
Is AI recommending you?
Look up any of 1,800+ brands from this study: mention rate, top-pick rate, and which sources carry them.
Look up your brandMethodology: 33 structured buyer prompts (generic, audience-framed, US/UK-localized) run on the real ChatGPT (gpt-5.5) web app, measured 6 August 2026. “Top pick” = first brand recommended in the answer. Strings the extractor captured that are not products, such as follow-up questions and feature names, are removed, and duplicate names for one product are merged. Part of the GetIntel AI Software Index.
AI is already recommending someone for membership management software.
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