AEO for chatbot software: AI search visibility ranking
How AI search engines rank chatbot software by visibility and citations. 20 brands measured quarterly 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 buyers ask AI engines about Chatbot software, Tidio consistently emerges as the leader, appearing in 12.5% of responses. Manychat and HubSpot also feature prominently in recommendations, showcasing their robust features tailored for customer service. Tidio's visibility underscores its strong presence in the industry, making it a top contender for potential customers.
The rankings are shaped by the sources AI engines frequently cite, such as youtube.com and g2.com. These platforms are often aggregators and review sites that compile user reviews and expert analyses. This means that brands with more reviews or coverage on these sites are likely to be ranked higher by AI engines, reflecting their perceived market relevance.
For buyers evaluating Chatbot software on this page, consider one key factor: recent and extensive reviews. AI engines value third-party validation, particularly from sites with topical authority. Look for brands that receive consistent praise in recent reviews, as this indicates both reliability and continued innovation in the customer service chatbot sector.
At a glance
What we observed in this category
Tidio holds rank 1 with a composite score of 12.5, the only brand where visibility and citation are perfectly aligned at 12.5% each. The category average sits at just 1.2% for both metrics, meaning Tidio's score is more than ten times the average. However, Tidio's current visibility of 12.5% represents a dramatic fall from 62.5% in the prior period, a drop of 50 percentage points. That erosion signals the top position is far less stable than the rank alone implies.
Manychat ranks second with 12.5% visibility but zero citation, producing a composite of 8.8. This split shows Google AI Mode names Manychat frequently in responses but does not anchor those mentions with a link to its domain. HubSpot presents the inverse case: zero visibility but 12.5% citation, meaning AI cites its domain as a source without surfacing it as a named brand recommendation. These two cases illustrate that being named and being trusted as a source are distinct and separable outcomes in this category.
All ten ranked brands list Google AI Mode as their top engine, confirming the audit is a single-engine snapshot with no cross-engine comparison available. The top cited sources include review aggregators such as g2.com and learn.g2.com alongside editorial outlets such as cnet.com and technologyadvice.com. YouTube also appears as a top cited source, suggesting AI responses in this category draw on video content alongside written reviews. Brands absent from these third-party sources are effectively invisible regardless of their own domain authority.
Movers & shakers since last refresh
Biggest visibility risers
-
Manychat 0% → 12% · rank #10 → #2+12pp
Biggest visibility fallers
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Tidio 62% → 12% · rank #1 → #1-50pp
-
Botpress 38% → 0% · rank #2 → #14-38pp
-
HubSpot 12% → 0% · rank #6 → #3-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
tidio.com
|
12% | 12% | Google AI Mode |
Tidio leads with a composite of 12.5, ten times the 1.2 category average, but its visibility has fallen 50 percentage points from the prior period, signalling precarious leadership. |
||||
| 2 |
manychat.com
|
12% | 0% | Google AI Mode |
Manychat matches Tidio on visibility at 12.5% but holds zero citation, creating a named-but-not-trusted gap that drops its composite score to 8.8 versus Tidio's 12.5. |
||||
| 3 |
hubspot.com
|
0% | 12% | Google AI Mode |
HubSpot records zero visibility yet 12.5% citation, the inverse of Manychat, meaning AI references its domain as a source but does not name it as a chatbot recommendation. |
||||
| 4 |
zendesk.com
|
0% | 0% | Google AI Mode |
Zendesk scores zero on both visibility and citation despite its broad brand recognition, placing it level with six other ranked brands at a composite of 0.0. |
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| 5 |
livechat.com
|
0% | 0% | Google AI Mode |
LiveChat also scores 0.0 composite, identical to Zendesk, Landbot, Drift, Chatfuel, Ada, and Freshchat, confirming the category is heavily concentrated at the top two ranks. |
||||
| 6 |
landbot.io
|
0% | 0% | Google AI Mode |
| 7 |
drift.com
|
0% | 0% | Google AI Mode |
| 8 |
chatfuel.com
|
0% | 0% | Google AI Mode |
| 9 |
ada.cx
|
0% | 0% | Google AI Mode |
| 10 |
freshworks.com
|
0% | 0% | Google AI Mode |
| 11 |
kommunicate.io
|
0% | 0% | Google AI Mode |
| 12 |
yellow.ai
|
0% | 0% | Google AI Mode |
| 13 |
userlike.com
|
0% | 0% | Google AI Mode |
| 14 |
botpress.com
|
0% | 0% | Google AI Mode |
| 15 |
intercom.com
|
0% | 0% | Google AI Mode |
| 16 |
gorgias.com
|
0% | 0% | Google AI Mode |
| 17 |
kore.ai
|
0% | 0% | Google AI Mode |
| 18 |
qualified.com
|
0% | 0% | Google AI Mode |
| 19 |
crisp.chat
|
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 AEO 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 →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own chatbot software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for chatbot software
Who leads AI visibility in chatbot software?
Tidio leads with a composite score of 12.5, the only brand where visibility and citation both sit at 12.5%, more than ten times the category average of 1.2%. However, its visibility has dropped 50 percentage points from the prior period, making the lead fragile.
Which chatbot brands are named by AI but not cited as sources?
Manychat has 12.5% visibility but 0% citation, meaning Google AI Mode mentions it by name without linking to its domain as a reference source.
Which chatbot brands are cited as sources but not named as recommendations?
HubSpot records zero visibility but 12.5% citation, indicating its domain is used as a background reference by Google AI Mode without being surfaced as a recommended chatbot product.
What sources does AI cite most for chatbot software research?
The top cited sources include g2.com, learn.g2.com, cnet.com, technologyadvice.com, youtube.com, chatbot.com, featurebase.app, and igmguru.com. Review aggregators and editorial comparison sites dominate the citation set.
Which brand has risen fastest in AI visibility for chatbot software?
Manychat is the biggest riser, moving from rank 10 to rank 2 with a visibility delta of plus 12.5 percentage points, rising from 0% to 12.5% visibility in the current period.
How concentrated is AI visibility across the chatbot software category?
Visibility is extremely concentrated: only two of the top ten brands (Tidio and Manychat) hold any visibility above zero, and the category average is just 1.2% across all twenty brands tracked.