Measured · 2026-08-03

Who ChatGPT and Gemini recommend for wiki software

We put 6 buyer questions about wiki software to ChatGPT and Gemini. Only DokuWiki 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
16
Top source
dokuwiki.org

DokuWiki was the only tool ChatGPT and Gemini named in all six of six answers when we asked them to recommend wiki software on 2026-08-03. We put six buyer questions to the two assistants, gave each one a single live web search, and wrote down every product they named and every source domain they read. Wiki.js came second, named in 5 of 6 answers. After that the list dropped to a three-way tie at 4 of 6: MediaWiki, Notion and Nuclino.

We run these checks in the open because the result tends to surprise people. Wiki software has plenty of well-funded commercial names, yet the tool that landed in 100% of answers, 6 of 6, was DokuWiki, an open-source project. What follows is just the raw count, phrasing by phrasing, plus the exact pages ChatGPT and Gemini used to get there.

The tools that showed up most

Across all six wiki software questions, five tools were named in four or more of the six answers. DokuWiki led at 6 of 6 (100%), Wiki.js followed at 5 of 6 (83%), and MediaWiki, Notion and Nuclino tied at 4 of 6 (67%) each. Those five names carried the category for ChatGPT and Gemini on 2026-08-03.

Below that top group, four tools were named in exactly 2 of 6 answers (33% each): Atlassian Confluence, Heroic Knowledge Base, Slite and TiddlyWiki. Seven more were named just once, 1 of 6 (17%): BookStack, Confluence, Guru, ProProfs Knowledge Base, Slab, XWiki and Zoho Wiki. Sixteen distinct product names came up in total across the six answers.

The shortlist changed with every phrasing

The six questions were close in meaning, but the shortlist reshuffled with each one, and this is the part worth studying. The bare "best wiki software" query pulled the widest net: 8 names, mixing open-source (MediaWiki, DokuWiki, Wiki.js) with commercial tools (Atlassian Confluence, Notion, Slite, Nuclino) and a WordPress plugin (Heroic Knowledge Base).

Add two words and the list narrows. "Best wiki software for small teams" returned only 4 names: Nuclino, BookStack, Notion and DokuWiki. BookStack appeared in this small-teams answer and nowhere else in the six, its single 1 of 6 showing up entirely on the team framing.

"What wiki software should I use" returned 8 names and was the only place Slab and Guru appeared, each named 1 of 6 on that phrasing alone. It was also the one answer that used the bare label "Confluence", separate from the "Atlassian Confluence" label that the "best" and "best free" answers used for the same product.

"Best free wiki software" swapped the mix toward self-hosted open-source: MediaWiki, DokuWiki, Wiki.js, Heroic Knowledge Base, Notion, Atlassian Confluence, XWiki and TiddlyWiki, 8 names in all. XWiki appeared only here, 1 of 6, surfacing purely on the free framing.

"Most affordable wiki software" collapsed the hardest. It returned just 3 names: DokuWiki, Wiki.js and TiddlyWiki, all free and self-hosted. Every commercial tool that showed up under "best", Notion, Slite, Nuclino and Confluence, disappeared the moment the question mentioned price.

TiddlyWiki tells the fan-out story in a single product. It was named in 2 of 6 answers, and both were the price-conscious ones: "best free" and "most affordable". It never surfaced under "best", "small teams", "what should I use" or "recommendations". Meanwhile "wiki software recommendations" brought its own pair of one-timers, ProProfs Knowledge Base and Zoho Wiki, each named 1 of 6 on that phrasing only. Same category, six wordings, and a product could be top of one answer and invisible in the next.

Where the answers came from

Two domains fed all six answers: reddit.com (6 of 6) and dokuwiki.org (6 of 6). A Reddit thread sat behind every single wiki software answer ChatGPT and Gemini gave on 2026-08-03. Next came herothemes.com and js.wiki, each feeding 5 of 6 answers, then en.wikipedia.org and peoplemanagingpeople.com at 4 of 6 each.

Community Q&A carried real weight in this category. quora.com fed 3 of 6 answers, softwarerecs.stackexchange.com fed 3 of 6, and webapps.stackexchange.com plus discuss.privacyguides.net fed 1 each. Add Reddit's 6 of 6 and forum threads were somewhere in every answer the two assistants produced.

What did not appear is as telling as what did. Not one software review directory showed up in any of the six answers: no G2, no Capterra, nothing of that kind. In this category, on this date, ChatGPT and Gemini built their wiki software answers out of Reddit threads, Wikipedia, a couple of roundups, and the products' own sites, not the star-rating directories many vendors pour budget into.

The vendors whose own pages got them named

Here is the pattern we would circle for any vendor. For several tools, the number of times their own domain was retrieved matched the number of times the product was named. dokuwiki.org fed 6 answers and DokuWiki was named in 6. js.wiki fed 5 and Wiki.js was named in 5. slite.com fed 2 and Slite was named in 2. getguru.com fed 1 and Guru was named in 1. proprofskb.com fed 1 and ProProfs Knowledge Base was named in 1.

Read the other way: the wiki tools ChatGPT and Gemini named most often were the ones whose own documentation and comparison pages the assistants actually pulled. That is the single most useful thing this measurement shows a vendor. The one place the pattern bends is herothemes.com, which fed 5 of 6 answers but as a roundup listing many competitors, so its own Heroic Knowledge Base was named in only 2 of 6. A page that lists everyone gets read; a page that makes your case gets you named.

What we would do if we sold wiki software

If we ran marketing for a wiki tool, we would not start from market share. We would start from this source list, because the source list, not the size of the company, decided who got named. Atlassian Confluence is one of the biggest names in the category, and it was named in only 2 of 6 answers, with the bare "Confluence" label adding 1 more, behind an open-source project sitting at 6 of 6.

Concretely, we would work our way into the exact pages these answers came from: the Reddit threads that fed all 6 answers, the HeroThemes roundup that fed 5, the People Managing People roundup that fed 4, the Quora and softwarerecs.stackexchange threads that fed 3 each, and our own docs and comparison pages, the way dokuwiki.org and js.wiki did. Then we would re-run the same six questions and watch whether our name moved off 0 of 6 and up the list.

The full list, counted

ProductNamed inShare
DokuWiki6 of 6100%
Wiki.js5 of 683%
MediaWiki4 of 667%
Notion4 of 667%
Nuclino4 of 667%
Atlassian Confluence2 of 633%
Heroic Knowledge Base2 of 633%
Slite2 of 633%
TiddlyWiki2 of 633%
Confluence1 of 617%

Confluence appears twice in that table on purpose. Our raw count recorded "Atlassian Confluence" in 2 of 6 answers and a bare "Confluence" in 1 of 6, and we are leaving them as two separate rows rather than merging them into a 3 the data never showed. Below this table, also at 1 of 6 each, sit BookStack, Guru, ProProfs Knowledge Base, Slab, XWiki and Zoho Wiki.

Glotier does not sell wiki software, so we are correctly absent from all six of these answers, and we would not want a check that pretended otherwise. But this is exactly the measurement we run for a customer's own category: the six questions, the named products, and the source pages behind each answer. If you sell in a category like this one, the check is free, needs no account, and takes about a minute.

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

Questions people ask

What is the best wiki software according to ChatGPT and Gemini right now?
In our 2026-08-03 measurement, DokuWiki was the only wiki tool named in all six of six answers (100%). Wiki.js came next at 5 of 6 (83%), followed by a three-way tie at 4 of 6 (67%) between MediaWiki, Notion and Nuclino. ChatGPT and Gemini were the two assistants queried, one live web search each.
What is the best free wiki software?
For the specific question "best free wiki software", ChatGPT and Gemini named 8 tools: MediaWiki, DokuWiki, Wiki.js, Heroic Knowledge Base, Notion, Atlassian Confluence, XWiki and TiddlyWiki. XWiki appeared only in this free query, 1 of 6 overall, and DokuWiki and Wiki.js were the two names that also carried across nearly every other phrasing.
What is the most affordable wiki software?
The "most affordable wiki software" answer collapsed to just 3 names: DokuWiki, Wiki.js and TiddlyWiki, all free and self-hosted. Every commercial tool that showed up under a plain "best" query, including Notion, Slite, Nuclino and Confluence, dropped out the moment the question mentioned price. That was the narrowest of the six answers.
Is Confluence recommended by AI for wiki software?
Only partly. Atlassian Confluence was named in 2 of 6 answers, and a bare "Confluence" label in 1 more, well behind DokuWiki at 6 of 6 and Wiki.js at 5 of 6. It appeared under "best wiki software" and "best free wiki software" but not under "most affordable", so despite being a category leader it trailed an open-source project in these ChatGPT and Gemini answers.
Where do ChatGPT and Gemini get their wiki software recommendations?
Two domains fed all six answers on 2026-08-03: reddit.com (6 of 6) and dokuwiki.org (6 of 6). herothemes.com and js.wiki fed 5 of 6 each, and en.wikipedia.org and peoplemanagingpeople.com fed 4 of 6 each. Notably, no review directory such as G2 or Capterra appeared in any of the six answers; the sources were Reddit, Wikipedia, roundups and the products' own sites.

Do you sell in wiki 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, DokuWiki was named in 6 of the 6 answers we read.

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