Subcategory · AI Citation Index
AI Chatbots
The AI chatbot market reveals a clear bifurcation between enterprise-grade platforms emphasizing seamless human handoff (Handoff, Intercom) and accessibility-focused solutions (Base, chatbot.com). Shortlist rates drop sharply after the top tier—from 73% to 29%—suggesting buyers converge on a narrow set of vendors that balance automation with human escalation paths. The uniform model_diversity=4 across all leaders indicates feature parity has become table stakes, shifting differentiation to integration ecosystems and workflow design rather than core NLP capabilities.
162 discovery queries · 181 head-to-heads · refreshed Jul 13, 2026
Discovery stage
The shortlist
Across 162 buyer-style "AI Chatbots" queries
Hover or click a logo to see brand details
Get weekly AI visibility changes for AI Chatbots sent to your inbox.
Score shifts, new entrants, citation gaps — every Monday.
Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Amazon Web ServicesEvaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 4/100
Hover or click a logo to see brand details
Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Brands to know
In this category
Handoff
Leads at 73% shortlist rate, indicating the market prizes explicit human-AI transition design over chatbot sophistication alone.
Read brand profile →Intercom
At 70%, Intercom leverages its customer messaging platform dominance to make chatbots a natural workflow extension rather than standalone purchase.
Read brand profile →Base
Captures 55% despite lower brand recognition, suggesting strong appeal among buyers seeking simpler deployment without enterprise overhead.
Read brand profile →Want to know if AI cites your brand for AI Chatbots?
Free audit. ChatGPT, Perplexity, Gemini, Claude.
Run an audit →