Measured · 2026-08-03

Who ChatGPT and Gemini recommend for team chat software

We put 6 buyer questions about team chat software to ChatGPT and Gemini. Only Google Chat was named in all 6 answers. Here is the full list, the pages the answers were built from, and what it means whether or not your product is on it.

Answers read
6
Products named
19
Top source
pumble.com

Google Chat was the only team chat product named in every one of the 6 answers we measured on 2026-08-03. We put six buyer questions to ChatGPT and Gemini, gave each question one live web search, and recorded every product the two assistants named. Google Chat came back all six times, a clean 6 of 6.

Slack and Zulip tied for second, each named in 5 of the 6 answers (83%). Behind them sat a four-way tie at 4 of 6 (67% each): Discord, Microsoft Teams, Rocket.Chat, and Zenzap. Zenzap is the surprise in that group, a name most buyers have never heard, sitting level with Microsoft Teams across these six questions.

Zoom Team Chat landed in 3 of 6 answers (50%) and Element in 2 of 6 (33%). The other ten products were each named in just one of the six questions, and which question they showed up in turns out to be the whole story.

How the shortlist changed from question to question

Four of the six questions asked for the "best" in general terms: best team chat software, best for small teams, what should I use, and recommendations. Across those four, a core of five held steady in all four answers: Google Chat, Slack, Zulip, Microsoft Teams, and Rocket.Chat. Discord, Zenzap, and Zoom Team Chat rotated through the general answers without hitting all four.

The "best free team chat software" question broke that pattern completely. Its answer named Pumble, Chanty, Flock, Spike, and a bare "Teams," and only two other names on it (Google Chat and Slack) had appeared in the general "best" answer. Pumble, Chanty, Flock, and Spike were each named in this one free-focused question and nowhere else in the six.

The "most affordable team chat software" question swung the roster again. It brought in Zoho Cliq, Blink, Ryver, and Zoom, and each of those four was named in this one question and no other. Between them, the two price-shaped questions surfaced nine names that none of the general questions ever produced.

Even the incumbents were not safe from a one-word change. Slack, named in 5 of 6 answers overall, was absent from the "most affordable" answer entirely. Microsoft Teams, named in 4 of 6, dropped out of both price questions: the free answer listed a bare "Teams" instead, and the affordable answer skipped the brand. Mattermost, by contrast, appeared exactly once, only in "what team chat software should I use."

The takeaway from the fan-out is blunt: there is no single "best team chat software" answer to win. A buyer who adds one word, "free" or "affordable," gets an almost entirely different shortlist, and 9 of the 19 named products only ever appear because someone asked about price.

Where the answers came from

Four domains fed all six answers: zapier.com, pumble.com, reddit.com, and quora.com, each cited in 6 of 6. Two of the four are community threads (Reddit and Quora) and two are roundup articles (Zapier's list and Pumble's blog). That set is the spine of every answer in this category.

Community discussion carried real weight here: Reddit and Quora were each in 6 of 6 answers, more consistent than any editorial review site. The roundup sites past the top two were thin by comparison: peoplemanagingpeople.com appeared in 2 of 6, while pcmag.com, techrepublic.com, and recruiterslineup.com each appeared in 1 of 6.

The key finding is what a vendor's own domain did. zenzap.co, Zenzap's own site, was a source in 5 of the 6 answers, and Zenzap the product was named in 4 of 6. A little-known brand landed in two-thirds of the answers while its own content sat in the retrieved sources five times out of six. Pumble's blog tells the same story from the publisher side: pumble.com fed all 6 answers, though the Pumble product itself was named only once, in the free question.

Slack shows the opposite pattern. Its own domain, slack.com, was cited in just 1 of 6 answers, yet Slack was named in 5 of 6. Slack gets named through other people's pages (Zapier, Reddit, Quora), not its own. Blink is the mirror image: joinblink.com was cited once, in the "most affordable" answer, and that is the single answer Blink was named in.

Classic review directories barely showed up. G2 appeared only as its blog subdomain, learn.g2.com, in 3 of 6 answers, never its star-rating listing pages. Capterra did not appear at all, and neither did the main g2.com product pages. In this category the two assistants leaned on forums and roundups, not directory ratings.

What this means if you sell team chat software

If you want your product named, be present in the exact pages these answers pull from. For this category that means Zapier's roundup, Pumble's blog, and the Reddit and Quora threads that each fed 6 of 6 answers. Those four sources, not your market share, are what put a product into the answer.

The clearest proof is the gap between Zenzap and Microsoft Teams. Both were named in 4 of 6 answers, dead level, even though one is a niche app and the other ships to hundreds of millions of seats. Zenzap earned its 4 by having its own domain in 5 of 6 source sets. Microsoft Teams earned its 4 on incumbency and still got dropped from both price questions. The source list rewarded the vendor that fed it.

So the playbook is concrete: publish a genuinely useful roundup on your own domain the way Pumble and Zenzap do, get into the big aggregator articles like Zapier's, and take part in the Reddit and Quora conversations buyers read. Then track which of the six questions you appear in, because "best" and "best free" are different competitions with different winners.

The full list, counted

ProductNamed inShare
Google Chat6 of 6100%
Slack5 of 683%
Zulip5 of 683%
Discord4 of 667%
Microsoft Teams4 of 667%
Rocket.Chat4 of 667%
Zenzap4 of 667%
Zoom Team Chat3 of 650%
Element2 of 633%

Two brands were recorded under a second label as well. Microsoft Teams (4 of 6 above) also appears once as the bare "Teams" (1 of 6) in the free question, and Zoom Team Chat (3 of 6 above) also appears once as bare "Zoom" (1 of 6) in the affordable question. We are keeping the counts the measurement recorded rather than adding the labels together, so Microsoft Teams stays at 4 and Zoom Team Chat at 3.

Why we ran this

Glotier does not sell team chat software, so we are correctly absent from all six of these answers. There is nothing of ours to name, and we did not name ourselves. But running this measurement is exactly what we do for a customer's own category: the same six buyer questions, the same assistants, the same source map, pointed at your product instead of this one.

If you sell in this category, you can pull your own version of this page in about a minute. The check is free and needs no account, and it shows which of these questions name you today and which pages you would have to be on to change that.

The questions we asked

One live web search per question, put to serper+or:chatgpt,gemini on 2026-08-03. 6 of 6 came back with an answer we could read. Whether a product was named is decided by looking for it in the answer text, not by asking a model for its opinion.

  1. best team chat software
  2. best team chat software for small teams
  3. what team chat software should I use
  4. best free team chat software
  5. most affordable team chat software
  6. team chat software recommendations

Questions people ask

What is the best team chat software according to ChatGPT and Gemini?
Across six buyer questions measured on 2026-08-03, Google Chat was named most often, appearing in all 6 of 6 answers. Slack and Zulip followed at 5 of 6 (83% each), then Discord, Microsoft Teams, Rocket.Chat, and Zenzap tied at 4 of 6 (67%). No product except Google Chat was named in every answer.
What is the best free team chat software?
The 'best free team chat software' question returned Pumble, Chanty, Flock, Spike, a bare 'Teams,' plus Google Chat and Slack. Pumble, Chanty, Flock, and Spike were each named only in this free question and in none of the other five, so the free shortlist barely overlaps with the general 'best' one.
What is the most affordable team chat software?
The 'most affordable' question named Zoho Cliq, Blink, Discord, Zulip, Ryver, Google Chat, Zenzap, and Zoom. Zoho Cliq, Blink, Ryver, and Zoom each appeared in only this one question. Notably Slack, named in 5 of 6 answers overall, did not appear in the affordable answer at all.
Do ChatGPT and Gemini recommend the same tools however I phrase the question?
No. Five products (Google Chat, Slack, Zulip, Microsoft Teams, Rocket.Chat) held steady across the four general 'best' questions, but adding 'free' or 'affordable' swapped in nine names the general questions never produced. Out of 19 products named in total, 10 appeared in only one of the six questions.
Where do these AI team chat recommendations actually come from?
Four domains fed all six answers: zapier.com, pumble.com, reddit.com, and quora.com, each cited in 6 of 6. Two are community threads (Reddit, Quora) and two are roundups. G2 appeared only through its blog, learn.g2.com, in 3 of 6 answers, and Capterra did not appear at all, so forums and roundups mattered more than review directories here.

Do you sell in team chat software? Find out whether you are in that list.

Paste your domain and watch the same run happen for your own buyer questions: which of the three assistants names you, who gets named instead, and the exact pages those answers were built from. Free, no card, no account for the first check.

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For reference, Google Chat was named in 6 of the 6 answers we read.

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