AI chatbot builders: AI search visibility ranking (2026)
How AI search engines rank ai chatbot builders 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 build AI chatbots, assistants, and conversational workflows for support, sales, and internal operations. 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 AI chatbot builders, Zapier Interfaces frequently emerges as the top recommendation. It stands out with an impressive 62.5% citation rate, indicating its strong presence in AI-generated responses. Other notable brands in the industry include Tidio and Botpress, which are also commonly mentioned by AI engines in relevant discussions.
The rankings of these brands are shaped by the sources AI engines rely on for information. The most cited domains include zapier.com, youtube.com, and createaiagent.net. These sources are a mix of official sites and aggregator platforms, suggesting these brands are well-covered by a range of informational outlets and community discussions, enhancing their visibility.
For buyers examining this page, one critical factor to consider is the weight AI engines place on recent reviews and third-party validation. This means seeking brands backed by frequently updated content and unbiased consumer feedback. Choosing a brand with strong topical authority and regular mentions in current discussions can be particularly beneficial.
At a glance
What we observed in this category
Zapier Interfaces leads the AI chatbot builders category with a composite score of 18.8, built entirely on a 62.5% citation rate rather than any named visibility. Tidio sits second at 11.2 composite, also on zero visibility. The gap between Zapier Interfaces and the third-ranked brands (Botpress and Freshchat, both at 3.8) is substantial, meaning the top two brands are capturing the majority of AI-generated citations while the rest of the field is largely absent from Google AI Mode responses.
Every brand in this category records 0.0% visibility, yet citation rates vary from 62.5% down to 0.0%, which reveals a clear divergence between being named in an AI response and being trusted enough to be cited as a source. Zapier Interfaces and Tidio are cited frequently but never surface as the primary named answer. Ada, Voiceflow, Intercom Fin, Drift, Manychat, and Kore.ai all register zero on both metrics, meaning they are effectively invisible in Google AI Mode for this category.
The top cited sources list is dominated by zapier.com and tidio.com, confirming those two domains anchor the AI responses most often. Notably, third-party and niche domains such as createaiagent.net, sitegpt.ai, heyy.io, kapture.cx, and infobip.com also appear in the cited sources list, suggesting Google AI Mode is drawing on review-style or aggregator content rather than relying solely on brand-owned domains. YouTube.com also features, indicating video content plays a role in how AI constructs answers in this category.
Movers & shakers since last refresh
Biggest visibility fallers
-
Botpress 25% → 0% · rank #1 → #3-25pp
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Tidio 12% → 0% · rank #2 → #2-12pp
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Ada 12% → 0% · rank #4 → #5-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
zapier.com
|
0% | 62% | Google AI Mode |
Zapier Interfaces leads the category with a 62.5% citation rate and a composite score of 18.8, more than 7 points ahead of second-ranked Tidio, despite zero named visibility. |
||||
| 2 |
tidio.com
|
0% | 38% | Google AI Mode |
Tidio holds second place at a composite score of 11.2 and a 37.5% citation rate, but its visibility dropped 12.5 points from the prior period while citations improved by 12.5. |
||||
| 3 |
botpress.com
|
0% | 12% | Google AI Mode |
Botpress fell from rank 1 to rank 3 after a 25-point visibility collapse, yet its citation rate increased 12.5 points, leaving it tied with Freshchat at a composite of 3.8. |
||||
| 4 |
freshworks.com
|
0% | 12% | Google AI Mode |
Freshchat matches Botpress exactly at 12.5% citation rate and a composite score of 3.8, but unlike Botpress it shows no prior visibility loss, suggesting a stable if limited AI presence. |
||||
| 5 |
ada.cx
|
0% | 0% | Google AI Mode |
Ada records zero on both visibility and citation metrics despite previously holding 12.5% visibility, making it one of three brands to have lost all AI presence in this period. |
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| 6 |
voiceflow.com
|
0% | 0% | Google AI Mode |
| 7 |
intercom.com
|
0% | 0% | Google AI Mode |
| 8 |
drift.com
|
0% | 0% | Google AI Mode |
| 9 |
manychat.com
|
0% | 0% | Google AI Mode |
| 10 |
kore.ai
|
0% | 0% | Google AI Mode |
| 11 |
wonderchat.io
|
0% | 0% | Google AI Mode |
| 12 |
hubspot.com
|
0% | 0% | Google AI Mode |
| 13 |
landbot.io
|
0% | 0% | Google AI Mode |
| 14 |
chatfuel.com
|
0% | 0% | Google AI Mode |
| 15 |
crisp.chat
|
0% | 0% | Google AI Mode |
| 16 |
flowiseai.com
|
0% | 0% | Google AI Mode |
| 17 |
cloud.google.com
|
0% | 0% | Google AI Mode |
| 18 |
aws.amazon.com
|
0% | 0% | Google AI Mode |
| 19 |
microsoft.com
|
0% | 0% | Google AI Mode |
| 20 |
liveperson.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on ai chatbot builders, 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 ai chatbot builders 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 ai chatbot builders AI visibility
Who leads AI visibility in the AI chatbot builders category?
Zapier Interfaces leads with a composite score of 18.8, driven by a 62.5% citation rate. No brand in the category registers any named visibility in Google AI Mode.
Why do all brands show zero visibility if some have high citation rates?
The data shows a full divergence between citation and visibility across all 20 brands, meaning Google AI Mode cites brand domains as sources without featuring those brands as the primary named answer in responses.
What sources does AI cite most for AI chatbot builder research?
The most cited sources are zapier.com and tidio.com, followed by third-party and aggregator domains including createaiagent.net, sitegpt.ai, heyy.io, kapture.cx, infobip.com, and youtube.com.
Which brands have lost the most AI visibility recently in this category?
Botpress lost 25 visibility points (from 25.0% to 0.0%), while Tidio and Ada each lost 12.5 points, making these three the only brands with measurable declines from the prior period.
How does the average citation rate compare across the category?
The category average citation rate is 6.2%, with Zapier Interfaces at 62.5% and Tidio at 37.5% sitting far above that average, while 15 or more brands sit at or near zero.
Which engine is driving AI visibility for this category?
All ranked brands list Google AI Mode as their top engine, and the entire audit dataset is drawn from Google AI Mode, with no other engine contributing citations or visibility in this period.