Chatbot software: AI search visibility ranking (2026)
How AI search engines rank chatbot software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Platforms used to automate conversations, qualify leads, answer support questions, and power chat experiences across websites and messaging channels. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When AI engines like ChatGPT, Claude, and Gemini answer questions about chatbot software, Tidio comes up most often, earning a visibility score of 62.5% across tested queries. Botpress and Freshchat follow as the next most-cited brands. That means if a buyer asks an AI assistant for chatbot recommendations, Tidio appears in roughly 6 out of 10 responses before any other brand gets a mention.
The rankings reflect which sources AI engines trust most when building their answers. The top cited domains include YouTube, Zapier, PCMag, Jotform, and Freshworks. That mix of review outlets, tutorial platforms, and aggregator content explains the pattern: brands with strong third-party write-ups, how-to coverage, and presence on authoritative review sites get surfaced far more often than those relying solely on their own marketing pages.
For a buyer using this list, the practical takeaway is that AI visibility correlates with third-party validation, not just product quality. A brand ranked lower here may still be the right fit for your use case, so check whether it has recent coverage on independent review sites and tutorial platforms relevant to your specific need (for example, e-commerce chatbots versus enterprise support). AI engines weight recency and topical specificity, so narrow your search to match your actual scenario.
At a glance
What we observed in this category
Tidio leads the chatbot software category with a composite score of 55.0, more than double Botpress at rank 2 (26.2) and nearly triple the scores of Freshchat, Intercom, Zendesk, HubSpot, Landbot, and Drift, which all sit at 20.0 or below. The category average visibility is just 8.8%, making Tidio's 62.5% visibility a substantial outlier. This gap indicates Google AI Mode is consolidating category ownership around a single brand rather than distributing mentions evenly across the competitive set.
Botpress shows a striking divergence between visibility and citation: it appears in 37.5% of AI responses but holds a 0.0% citation rate, meaning it is named but never linked or sourced. Freshchat presents the inverse pattern, with only 12.5% visibility but a 37.5% citation rate, matching Tidio's citation figure despite far fewer appearances. Tidio itself combines both high visibility (62.5%) and meaningful citation (37.5%), giving it a more durable AI presence than Botpress, which is mentioned without the trust signal of a source link.
The top cited sources in this category are youtube.com, zapier.com, freshworks.com, pcmag.com, jotform.com, tidio.com, reddit.com, and lindy.ai, suggesting Google AI Mode anchors primarily on third-party review and integration content rather than vendor homepages. Freshworks.com and tidio.com both appear as cited sources, indicating their own domains contribute to citation authority. The presence of reddit.com and zapier.com points to community discussion and workflow-tool content as meaningful inputs to AI responses in this category.
Movers & shakers since last refresh
Biggest visibility risers
-
Tidio 12% → 62% · rank #2 → #1+50pp
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Botpress 0% → 38% · rank #19 → #2+38pp
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Freshchat 0% → 12% · rank #10 → #3+12pp
Biggest visibility fallers
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Zendesk 38% → 12% · rank #1 → #5-25pp
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Manychat 25% → 0% · rank #3 → #10-25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
tidio.com
|
62% | 38% | Google AI Mode |
Tidio's 62.5% visibility and 37.5% citation rate both exceed the category averages of 8.8% and 3.8% by a wide margin, and its own domain appears in the cited sources list. |
||||
| 2 |
botpress.com
|
38% | 0% | Google AI Mode |
Botpress jumped from rank 19 to rank 2 with a 37.5-point visibility gain, but its 0.0% citation rate means Google AI Mode names it without ever sourcing it. |
||||
| 3 |
freshworks.com
|
12% | 38% | Google AI Mode |
Freshchat holds only 12.5% visibility yet matches Tidio's 37.5% citation rate, making it the most cited-per-mention brand in the top five. |
||||
| 4 |
intercom.com
|
12% | 0% | Google AI Mode |
Intercom sits at 12.5% visibility and 0.0% citation, equal to Zendesk, HubSpot, Landbot, and Drift, with no differentiating signal in the current data. |
||||
| 5 |
zendesk.com
|
12% | 0% | Google AI Mode |
Zendesk fell from rank 1 to rank 5, losing 25 visibility points and 12.5 citation points, the largest combined drop among all tracked brands in this period. |
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| 6 |
hubspot.com
|
12% | 0% | Google AI Mode |
| 7 |
landbot.io
|
12% | 0% | Google AI Mode |
| 8 |
drift.com
|
12% | 0% | Google AI Mode |
| 9 |
gorgias.com
|
0% | 0% | Google AI Mode |
| 10 |
manychat.com
|
0% | 0% | Google AI Mode |
| 11 |
livechat.com
|
0% | 0% | Google AI Mode |
| 12 |
chatfuel.com
|
0% | 0% | Google AI Mode |
| 13 |
ada.cx
|
0% | 0% | Google AI Mode |
| 14 |
kore.ai
|
0% | 0% | Google AI Mode |
| 15 |
qualified.com
|
0% | 0% | Google AI Mode |
| 16 |
crisp.chat
|
0% | 0% | Google AI Mode |
| 17 |
kommunicate.io
|
0% | 0% | Google AI Mode |
| 18 |
yellow.ai
|
0% | 0% | Google AI Mode |
| 19 |
userlike.com
|
0% | 0% | Google AI Mode |
| 20 |
sleekflow.io
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on chatbot software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →
Get your own chatbot software brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about chatbot software AI visibility
Who leads AI visibility in chatbot software?
Tidio leads with 62.5% visibility and a composite score of 55.0, well above the category average of 8.8% and more than double the second-ranked brand, Botpress, at 26.2.
Which chatbot software brand is most cited by Google AI Mode?
Tidio and Freshchat are tied on citation rate at 37.5% each, though Tidio also appears in the top cited sources list as a domain, giving it broader citation coverage.
What sources does Google AI Mode anchor on for chatbot software research?
The top cited sources are youtube.com, zapier.com, freshworks.com, pcmag.com, jotform.com, tidio.com, reddit.com, and lindy.ai, favouring third-party review and integration content over vendor homepages.
Which brand has the biggest gap between visibility and citation in this category?
Botpress has a 37.5% visibility rate but a 0.0% citation rate, the widest divergence in the data set, meaning it is named in AI responses but never sourced.
Which brands have seen the biggest recent changes in AI visibility for chatbot software?
Botpress rose 17 ranks (from 19 to 2) with a 37.5-point visibility gain, while Zendesk fell 4 ranks (from 1 to 5) with a 25-point visibility loss and a 12.5-point citation loss.
How concentrated is AI visibility in the chatbot software category?
Visibility is heavily concentrated: Tidio alone accounts for 62.5% visibility while the category average across 20 brands is just 8.8%, and brands ranked 9 and 10 have 0.0% visibility.