AI Visibility Rankings · Marketing

Conversational marketing software: AI search visibility ranking (2026)

By monitoraeo Last updated July 08, 2026 Refreshed every 30 days

How AI search engines rank conversational marketing 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. Software used to qualify website visitors, run chat-led demand capture, automate conversations, and route prospects into sales and support funnels. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

11%

Avg visibility across category

Avg citation rate

20/20

Brands successfully audited

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When buyers inquire about Conversational marketing software, AI engines consistently highlight HubSpot as the standout leader, noted for its comprehensive features and robust integrations, with a notable 62.5% visibility. Drift and Tidio also enjoy recognition, but HubSpot's presence is dominant in the conversational marketing space.

The rankings are shaped by AI engines sourcing information primarily from cloudtalk.io, g2.com, and youtube.com, among others. These include extensive user reviews and expert analyses from aggregator sites, impacting the prominence of brands. This suggests that brands with a stronger presence on these platforms tend to rank higher.

For buyers evaluating brands on this page, consider the emphasis AI engines place on recent reviews and third-party validation. HubSpot's high visibility highlights its frequent positive mentions across top sources. Prioritize brands with consistent, credible feedback and evidence of topical authority in Conversational marketing software.

At a glance

Category leader HubSpot 62% visibility · named in 5 of 8 AI answers

Most cited brand Freshchat 12% citation rate · the AI's most-trusted source brand in conversational marketing software

Top cited domain cloudtalk.io Referenced by AI across the conversational marketing software query set — the highest-leverage PR target in this category

Visibility spread 62pp Gap between top and bottom of the ranking · 14 brands at 0% (invisible to the AI)

What we observed in this category

HubSpot leads the conversational marketing software category with a visibility score of 62.5%, more than 12 percentage points ahead of second-placed Drift and Tidio, both at 50%. The category average visibility sits at just 10.6%, which means HubSpot operates at nearly six times the average. That gap is significant because it suggests Google AI Mode has a strong positional preference for HubSpot when generating responses in this category, leaving most other brands with marginal or zero exposure.

A striking divergence exists between visibility and citation across all top brands. HubSpot, Drift, and Tidio each hold meaningful visibility scores yet record 0.0% citation rates. Freshchat is the only brand in the top ten to register any citation activity, at 12.5%, despite having 0.0% visibility. This means Freshchat is referenced as a source without being named as a recommended brand, while the top three are named without their own domains being cited as supporting evidence.

Google AI Mode is the top engine for every brand in this dataset, indicating the audit is concentrated on that single surface. The cited sources anchoring AI responses in this category are dominated by third-party review and comparison platforms, specifically g2.com, capterra.ca, cloudtalk.io, and learn.g2.com. Pipeline.zoominfo.com and guideflow.com also appear, suggesting AI is drawing on sales-intelligence and how-to content rather than vendor-owned pages when constructing category answers.

Movers & shakers since last refresh

Biggest visibility risers

Tidio 12% → 50% · rank #3 → #3
+38pp
HubSpot 38% → 62% · rank #1 → #1
+25pp
Drift 25% → 50% · rank #2 → #2
+25pp

Biggest visibility fallers

Zendesk 12% → 0% · rank #4 → #8
-12pp
LivePerson 12% → 0% · rank #7 → #9
-12pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	HubSpot hubspot.com	62%	0%	Google AI Mode
HubSpot leads at 62.5% visibility, nearly six times the 10.6% category average, yet holds a 0.0% citation rate despite growing visibility by 25 points from the prior period.
2	Drift drift.com	50%	0%	Google AI Mode
Drift ties Tidio at 50.0% visibility and a composite score of 35.0, doubling its previous 25.0% visibility while maintaining a 0.0% citation rate throughout.
3	Tidio tidio.com	50%	0%	Google AI Mode
Tidio matches Drift at 50.0% visibility with the largest single-period visibility gain in the category, rising 37.5 points from 12.5%, while citation dropped 25 points simultaneously.
4	Qualified qualified.com	25%	0%	Google AI Mode
Qualified sits at 25.0% visibility and a composite score of 17.5, placing it well below the top three but still more than double the 10.6% category average with zero citation activity.
5	Intercom intercom.com	12%	0%	Google AI Mode
Intercom records just 12.5% visibility and a composite score of 8.8, matching Landbot at rank 6 and sitting below the category average despite being a historically prominent brand in this space.
6	Landbot landbot.io	12%	0%	Google AI Mode
7	Freshchat freshworks.com	0%	12%	Google AI Mode
8	Zendesk zendesk.com	0%	0%	Google AI Mode
9	LivePerson liveperson.com	0%	0%	Google AI Mode
10	Manychat manychat.com	0%	0%	Google AI Mode
11	Chatfuel chatfuel.com	0%	0%	Google AI Mode
12	Crisp crisp.chat	0%	0%	Google AI Mode
13	Olark olark.com	0%	0%	Google AI Mode
14	Ada ada.cx	0%	0%	Google AI Mode
15	User.com user.com	0%	0%	Google AI Mode
16	Gist getgist.com	0%	0%	Google AI Mode
17	Chaport chaport.com	0%	0%	Google AI Mode
18	Comm100 comm100.com	0%	0%	Google AI Mode
19	SleekFlow sleekflow.io	0%	0%	Google AI Mode
20	respond.io respond.io	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on conversational marketing 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.

cloudtalk.iog2.comyoutube.comcapterra.caguideflow.comlearn.g2.comjotform.compipeline.zoominfo.com

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 conversational marketing 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.

Audit your conversational marketing software brand → Browse all rankings Methodology →

Frequently asked about conversational marketing software AI visibility

Who leads AI visibility in conversational marketing software?

HubSpot leads with 62.5% visibility and a composite score of 43.8, ahead of Drift and Tidio who are tied at 50.0% and 35.0 respectively.

What is the average AI visibility for brands in this category?

The category average visibility is 10.6% across 20 brands, with an average citation rate of just 0.6%, indicating most brands have minimal AI presence.

What sources does Google AI Mode cite most for conversational marketing software research?

The most cited sources are third-party review and comparison platforms including cloudtalk.io, g2.com, capterra.ca, and learn.g2.com, alongside pipeline.zoominfo.com and guideflow.com.

Which brands have seen the biggest visibility gains recently?

Tidio gained 37.5 visibility points (from 12.5% to 50.0%), while HubSpot and Drift each gained 25 points, making all three the top risers in the current period.

Which brands have lost the most AI visibility in this category?

Zendesk fell four rank positions and dropped from 12.5% to 0.0% visibility, while LivePerson also fell to 0.0% visibility, both now recording zero composite scores.

Is there any brand in this category that is cited but not named as a recommended tool?

Freshchat records a 12.5% citation rate with 0.0% visibility, meaning its domain appears as a source in AI responses but the brand itself is not surfaced as a named recommendation.