Top 20 chatbot software by AI search visibility (2026)
Platforms used to automate conversations, qualify leads, answer support questions, and power chat experiences across websites and messaging channels. Ranked by a composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 05, 2026At a glance
What we observed in this categoryauto-generated
Tidio and Manychat jointly lead the chatbot software category with identical visibility scores of 62.5%, both driven entirely by Google AI Overviews. The gap between these two leaders and the category average of 15.6% visibility is substantial — nearly four times the mean — indicating a highly concentrated visibility landscape. Brands ranked 6th and below (HubSpot at 25.0%, Drift and Gorgias at 12.5%) fall sharply behind, suggesting AI responses in this category default to a narrow shortlist rather than distributing mentions broadly across the 20 tracked brands.
A notable divergence exists between which brands are named and which are cited as sources. Manychat and Intercom each hold 0.0% citation rates despite visibility scores of 62.5% and 50.0% respectively, meaning AI surfaces them frequently but does not link to their domains as evidence. Conversely, Freshchat carries a 12.5% citation rate with 0.0% visibility — it is being used as a reference source without being recommended as a solution. Tidio and Zendesk are the only brands in the top five achieving both meaningful visibility and citation simultaneously.
The top cited sources in this category are predominantly third-party review and aggregator platforms: youtube.com, zapier.com, pcmag.com, and uk.pcmag.com all appear alongside zoho.com and zendesk.com. This indicates Google AI Overviews is anchoring its chatbot software responses on editorial comparison content and tutorial platforms rather than vendor-owned pages. Zendesk's presence in both the cited sources list and the brand rankings is an outlier — it is simultaneously a category vendor and a trusted third-party reference domain for AI-generated answers.
Movers & shakers since last refresh
Biggest visibility risers
-
Tidio 0% → 62% · rank #0 → #1+62pp
-
Manychat 0% → 62% · rank #0 → #2+62pp
-
Zendesk 0% → 50% · rank #0 → #3+50pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
tidio.com
|
62% | 12% | Google AI Overviews |
Tidio leads the category with 62.5% visibility and 12.5% citation — the only top-ranked brand achieving both, compared to a category average of 1.9% citation. |
||||
| 2 |
manychat.com
|
62% | 0% | Google AI Overviews |
Manychat matches Tidio's 62.5% visibility but holds a 0.0% citation rate, meaning AI mentions it frequently without treating its domain as a credible reference source. |
||||
| 3 |
zendesk.com
|
50% | 12% | Google AI Overviews |
Zendesk's 50.0% visibility and 12.5% citation rate are notable partly because zendesk.com also appears in the top cited third-party sources list, reinforcing its AI authority. |
||||
| 4 |
intercom.com
|
50% | 0% | Google AI Overviews |
Intercom shares Zendesk's 50.0% visibility but records 0.0% citations, placing it in the same named-but-not-trusted pattern as Manychat despite its enterprise-level market presence. |
||||
| 5 |
botpress.com
|
38% | 0% | Google AI Overviews |
Botpress sits at 37.5% visibility and 0.0% citation, trailing the top four by at least 12.5 percentage points and representing the last brand above the 25% visibility threshold. |
||||
| 6 |
hubspot.com
|
25% | 0% | Google AI Overviews |
| 7 |
drift.com
|
12% | 0% | Google AI Overviews |
| 8 |
gorgias.com
|
12% | 0% | Google AI Overviews |
| 9 |
freshworks.com
|
0% | 12% | Google AI Overviews |
| 10 |
ada.cx
|
0% | 0% | Google AI Overviews |
| 11 |
livechat.com
|
0% | 0% | Google AI Overviews |
| 12 |
landbot.io
|
0% | 0% | Google AI Overviews |
| 13 |
chatfuel.com
|
0% | 0% | Google AI Overviews |
| 14 |
kore.ai
|
0% | 0% | Google AI Overviews |
| 15 |
qualified.com
|
0% | 0% | Google AI Overviews |
| 16 |
crisp.chat
|
0% | 0% | Google AI Overviews |
| 17 |
kommunicate.io
|
0% | 0% | Google AI Overviews |
| 18 |
yellow.ai
|
0% | 0% | Google AI Overviews |
| 19 |
userlike.com
|
0% | 0% | Google AI Overviews |
| 20 |
sleekflow.io
|
0% | 0% | Google AI Overviews |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on chatbot software, these are the domains Google AI Overviews 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.
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.
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.
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.
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 and Manychat are joint leaders, each with 62.5% visibility in Google AI Overviews — four times the category average of 15.6%. Tidio holds an edge in composite score (47.5 vs 43.8) due to its 12.5% citation rate.
Which chatbot software brands are cited as sources by AI, not just mentioned?
Only Tidio and Zendesk among the top five achieve both visibility and citation, each at 12.5% citation rate. Freshchat is cited (12.5%) despite 0.0% visibility, suggesting it functions as a reference source rather than a recommended solution.
What sources does Google AI Overviews anchor on for chatbot software research?
The top cited sources include third-party platforms youtube.com, zapier.com, pcmag.com, and uk.pcmag.com, alongside zoho.com and zendesk.com, indicating AI relies heavily on editorial comparison and tutorial content rather than vendor pages.
How concentrated is AI visibility in the chatbot software category?
Visibility is highly concentrated: the top two brands each score 62.5% while the category average is just 15.6%, and brands ranked 7th and below (Drift, Gorgias) score only 12.5% or zero.
Is there a divergence between being named in AI answers and being cited as a source?
Yes — Manychat and Intercom have high visibility (62.5% and 50.0%) but 0.0% citation rates, meaning AI recommends them without linking their domains as evidence to support its claims.
Which engine is driving AI visibility for chatbot software brands?
Google AI Overviews is the top engine for every brand in the dataset, suggesting that AI visibility in this category is currently a Google-dominated phenomenon with no recorded divergence across other engines.