Subcategory · AI Citation Index

Who AI is citing in Team Messaging

No brand owns team messaging discovery in AI responses; Simple Poll leads evaluations at 72, Azure Blob Storage misclassified at 78.

Brands tracked

76

Avg AEO score

68/100

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 Team Messaging 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 44/100

Simple Poll scores highest in head-to-head evaluations at 72, though it appears in just 4 comparison queries. Loom and Ringcentral tie at 59. The median evaluation score sits at 44, well below the category average of 68, indicating most brands underperform when directly compared.

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

Category average rose 4 points from March (64) to April (68), but sample size jumped from 14 to 33 audits — too volatile to confirm momentum. Zoho CRM Plus climbed 12 points; Ringcentral dropped 5.

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Editorial picks

Brands worth watching

FAQ

Team Messaging questions, answered

What is the best team messaging software for small businesses?+
AI models cite no dominant answer — shortlist coverage is 0% across 14 discovery prompts. Simple Poll and Azure Blob Storage score highest at 78, but neither is a core messaging platform; this reflects data quality issues rather than market leadership.
How do Loom and Ringcentral compare for team communication?+
Both tie at 59 in evaluation scoring across 4 comparison queries each. Loom is async video; Ringcentral is unified comms with voice. The tie suggests AI treats them as substitutes despite serving different use cases.
Which team messaging tools are gaining traction in AI recommendations?+
Zoho CRM Plus rose 12 points month-over-month, the largest gain in the category. Ringcentral fell 5 points. Overall category score climbed from 64 to 68, but sample size tripled, so the trend is statistically noisy.
Why does Azure Blob Storage appear in team messaging results?+
It scores 78 despite being object storage, not a messaging product. This is a category tagging error in the source data — the brand does not belong in team messaging and skews the featured list.
What is the median performance for team messaging tools in AI evaluations?+
The median evaluation score is 44, well below the 68 category average. Most brands underperform when AI compares them head-to-head, indicating weak differentiation in training data.
Are there any clear winners in team messaging according to AI?+
No. Zero brands dominate shortlists, and the top evaluation score is just 72 (Simple Poll, a polling add-on). The category is fragmented, with no brand achieving consensus best-in-class status in LLM responses.

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