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Original research · October 1, 2026

Who AI recommends for AI website chatbots, and which sources it cites

We asked Perplexity and Gemini 10 questions a business shopping for one would ask, three times each (60 answers, October 1, 2026). Tidio was named most: in 15 of 20 question checks. 44 AI chatbot tools were named on at least one check. The most-cited site was tidio.com, in 34 of 60 answers. Asked each question once (October 1, 2026), ChatGPT named Tidio most (in 7 of 10 answers); that single run is counted separately from the numbers above.

By Matt Turley60 answers761 citations10 questionsPerplexity and GeminiChatGPT: 1 run per question, shown separately

Table 1 · Who gets named

The AI chatbot tools AI named

A check is one question on one AI tool, asked three times. An AI chatbot tool counts on a check when it was named in at least 2 of the three answers. Perplexity and Gemini together make 20 checks.

AI chatbot tools named by majority, October 2026 (top 15 of 44)
#ProductChecks named (of 20)Perplexity (of 10)Gemini (of 10)Answers naming it (of 60)
1Tidio1551043
2Chatbase94529
3Boei63318
4Botpress63318
5SiteGPT53215
6CustomGPT52312
7ChatBot.com41313
8Botsonic31210
9Freshchat3128
10Voiceflow3128
11SiteSpeakAI3217
12Ada3038
13Crisp3037
14My AskAI2117
15AI Engine2116

Small sample, read it as a snapshot: 10 questions, two AI tools, three runs each, on October 1, 2026. A lead of one or two checks is within the run-to-run noise. This says nothing about the quality of anyone's work, and an AI chatbot tool missing here was simply not named in most runs of these answers.

Table 2 · By AI tool

Perplexity and Gemini only partly agree

18 of the 44 AI chatbot tools named were named by both tools. The rest were named by one tool only.

Each AI tool on the same 10 questions
AI toolAnswersNamed by majorityNamed mostCitations per answer
Perplexity
sonar
3030Tidio (5 of 10 questions, 50.0%)14.1
Gemini
gemini-2.5-flash
3032Tidio (10 of 10 questions, 100.0%)11.2
ChatGPT
gpt-4o
Asked once per question, so not comparable to the majority counts here. See the ChatGPT section.

Chart · Source types

What the answers read before they name anyone

Every site an answer cited, counted once per answer and sorted by type with the same rules as our September study of AI answer sources.

Both tools761 citations
Perplexity424 citations · 14.1 per answer
Gemini337 citations · 11.2 per answer
Company websites Directories and review sites Best-of lists and comparisons Reddit, forums, social and video News, docs and reference

Table 3 · Top cited sites

The 15 sites cited most

Counted as answers citing the site at least once, out of 60. These are the pages to be on.

tidio.comCompany websites34 56.7%
eesel.aiBest-of lists and comparisons25 41.7%
chatbot.comCompany websites24 40.0%
sitegpt.aiBest-of lists and comparisons23 38.3%
boei.helpBest-of lists and comparisons22 36.7%
chatbase.coCompany websites22 36.7%
lindy.aiBest-of lists and comparisons18 30.0%
blog.hubspot.comCompany websites13 21.7%
g2.comDirectories and review sites12 20.0%
zendesk.comCompany websites12 20.0%
botpress.comCompany websites11 18.3%
jotform.comCompany websites11 18.3%
yourgpt.aiBest-of lists and comparisons11 18.3%
denser.aiCompany websites10 16.7%
freshworks.comCompany websites10 16.7%
Answers citing each site, by AI tool
SiteTypePerplexity (of 30)Gemini (of 30)
tidio.comCompany websites2410
eesel.aiBest-of lists and comparisons1213
chatbot.comCompany websites159
sitegpt.aiBest-of lists and comparisons149
boei.helpBest-of lists and comparisons1210
chatbase.coCompany websites184
lindy.aiBest-of lists and comparisons711
blog.hubspot.comCompany websites121
g2.comDirectories and review sites120
zendesk.comCompany websites75
botpress.comCompany websites65
jotform.comCompany websites92
yourgpt.aiBest-of lists and comparisons92
denser.aiCompany websites91
freshworks.comCompany websites64

Table 4 · ChatGPT, one run per question, collected October 1, 2026

What ChatGPT named, asked once per question

The same 10 questions went to ChatGPT one time each, not three. So a name counts here when it is written in that one answer. These counts are not in Tables 1 to 3, which stay the Perplexity and Gemini majority.

AI chatbot tools named by ChatGPT, October 1, 2026 (top 15 of 34)
#ProductChatGPT answers naming it (of 10)Share of answers
1Tidio770.0%
2Chatbase550.0%
3Botpress330.0%
4Freshchat330.0%
5Ada220.0%
6Asks220.0%
7Askvo220.0%
8Boei220.0%
9Chatling220.0%
10Crisp220.0%
11AI Engine110.0%
12Animam.ai110.0%
13Asyntai110.0%
14BotPenguin110.0%
15Botsify110.0%
ChatGPT65 citations · 6.5 per answer
Company websites Directories and review sites Best-of lists and comparisons Reddit, forums, social and video News, docs and reference

Sites ChatGPT cited most, as answers citing the site at least once (of 10)

asks.appBest-of lists and comparisons4 40.0%
aiideasdb.comCompany websites2 20.0%
askvo.ioCompany websites2 20.0%
g2.comDirectories and review sites2 20.0%
accelrio.comBest-of lists and comparisons1 10.0%
agentforge.solutionsBest-of lists and comparisons1 10.0%
aibotkit.ioCompany websites1 10.0%
animam.aiBest-of lists and comparisons1 10.0%
asyntai.comBest-of lists and comparisons1 10.0%
bestchatbot.ioNews, docs and reference1 10.0%

One run per question is a thin sample: the names in an AI answer move from run to run, so a business named once here could be missing on the next ask. Read it as one look at ChatGPT on October 1, 2026, next to the steadier three-run numbers above.

What to do with it

If you sell AI chatbot tools

Your buyers ask these AI tools what to use. In software, the answers lean on best-of lists and alternatives pages much more than on directories, so the lists in Table 3 matter more than any single review site.

Start with the lists the AI cites most. Find who publishes them and whether you belong there. Then make sure your own site and docs say plainly who you are for, what you replace and what it costs, so the AI can quote you when it compares tools.

Do not judge from one answer. The names move from run to run, which is why every check here is three runs and a name only counts when it shows up in most of them.

See your own product

Are you one of the AI chatbot tools AI names?

This page covers the whole category. The AI Answer Check runs the same test on your own product: the questions your buyers ask, three runs each on ChatGPT, Perplexity and Gemini, whether you are named, who is named instead, and the three fixes worth the most. I read every report before it goes out.

Method

How we measured it

The 10 questions (frozen for this edition)

  1. best AI chatbot for my website customer support
  2. best AI chatbot builder for a small business website
  3. best AI chatbot trained on my own website content
  4. best Chatbase alternative
  5. best Tidio alternative for an AI support chatbot
  6. best AI chatbot for a Shopify store
  7. best AI chatbot plugin for a WordPress website
  8. best AI support chatbot for a SaaS help center and docs
  9. cheapest AI chatbot for a small business website
  10. best white label AI chatbot platform for agencies

AI tools

  • Perplexity: Perplexity API, sonar model, live web search; cited URLs from the citations field. 30 answers.
  • Gemini: Google Vertex AI, gemini-2.5-flash with Google Search grounding; cited URLs from grounding chunks. 30 answers.
  • ChatGPT (separate, one run per question): OpenAI Responses API, gpt-4o with the web_search tool forced on; cited URLs from the answer annotations. 10 answers on October 1, 2026. Shown only in Table 4.

These are the APIs, not the consumer apps. Nobody was signed in and there was no system prompt: the question was the whole input. Each question went to each tool three times on October 1, 2026.

Who counts as named

A list of the products the answers recommend was built first by reading every answer. Then each answer was checked for each name in its text, with links and citation chips removed, so a cited link alone never counts. Spelling variants count as one name: curly or straight apostrophes, hyphen variants, and “&” or “and”. A name counts on a question and tool when it appears in at least 2 of the three runs. Directories, review sites and platforms are never ranked. ChatGPT was asked each question only once, so in Table 4 a name counts when it is in that one answer, with the same spelling rules. Those counts are never added to the majority numbers.

Sources

A citation is a URL the API itself returns as a source (Perplexity's citations list, Gemini's grounding sources resolved from Google's redirect links, and for ChatGPT the URLs in the answer annotations). Each site counts once per answer. Source types come from a written rulebook, not a person reading every page, so some pages land in the wrong group, mostly between company sites, blogs and lists.

Data

Every run, with its timestamp, tool, model, question, full answer text and citations, is in the JSON file for this page (60 of 60 answers stored in full). The 10 ChatGPT answers are in the same file under their own key (chatgpt_runs), apart from the 3-run record. More cities come in the next edition. Part of the Who AI recommends, 2026 series, with electrical work in Dallas, HVAC in Dallas, plumbing in Dallas and roofing in Dallas.