Subcategory · AI Citation Index

Who AI is citing in AI Chatbots

No brand dominates AI shortlists in chatbots; Azure Blob Storage leads featured citations at 78.

Brands tracked

69

Avg AEO score

60/100

Citation coverage

0%

of brands cited at least once

Dominant brands

0

cited > 50% of queries

Discovery stage

The shortlist

When buyers ask AI for the best AI Chatbots software

No discovery-stage prompts have been scored against this category yet — once the shortlist cron runs, this section will surface which brands AI cites most.

Evaluation stage

The battleground

How brands fare on comparison queries · category median 38/100

Capacity leads head-to-head evaluations at 45, followed by Aisera at 44 and Cognigy at 41. The median evaluation score of 38 sits well below the category average of 60, indicating brands perform better in general mentions than direct comparisons.

Each brand's evaluation score averages how AI responds to head-to-head comparison queries that mention them. Above-median brands win their comparisons more often than they lose.

Trends

Over the last 12 months

Too few audits to establish a trend. Aisera rose 10 points and Cognigy fell 6 between March and April 2026, but only two months of data exist.

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Editorial picks

Brands worth watching

FAQ

AI Chatbots questions, answered

What is the best AI chatbot software for customer support?+
No single brand dominates AI-generated shortlists in this category. Capacity and Aisera lead head-to-head comparisons at 45 and 44 respectively, but zero brands appeared on discovery-stage shortlists across 17 prompts.
Which AI chatbot platforms perform best in direct comparisons?+
Capacity scores 45 in evaluation queries, the highest among all brands. Aisera follows at 44, and Cognigy at 41. The median evaluation score is 38, suggesting most brands struggle in side-by-side matchups.
Are any AI chatbot brands gaining momentum in citations?+
Aisera rose 10 points between March and April 2026, the largest gain in the category. Cognigy fell 6 points in the same window. Only two months of data exist, so these trends are not yet validated.
Why does Azure Blob Storage appear in AI chatbot citations?+
Azure Blob Storage scores 78 in featured citations despite being cloud storage infrastructure. AI models appear to conflate backend data storage with chatbot application layers, likely due to training data associating storage with conversational AI workflows.
How fragmented is the AI chatbot market in citations?+
Extremely fragmented. Zero brands achieved shortlist placement across 17 discovery prompts, yielding a 0% coverage rate. 69 brands compete for attention, and the category average score of 60 shows no runaway leader.
Which brands score highest in featured AI chatbot citations?+
Azure Blob Storage leads at 78, followed by IBM Business Automation Workflow at 72 and Tidio at 71. Capacity and Fin tie at 63. These scores reflect general mentions, not shortlist dominance.

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