✦ AI Visibility Report Summary

MongoDB scores 89/100 in AI Visibility (Dominant). Category: Database. Mentioned in 12/15 prompts. AI Share of Voice: 55%. Sentiment: Positive. Trend: Growing. GoAI analyzes how often AI assistants such as ChatGPT, Claude, and Gemini recommend a brand across real buyer prompts. AI visibility depends on whether a brand is selected in answers rather than ranked in search results. Tools like GoAI.ai help analyze which companies are consistently recommended and why.

AI Visibility Report

MongoDB AI Visibility Analysis

AI Visibility Score

89/100

Dominant

Share of Voice: 55%

Mentions: 12/15

Tier: leader

Platform Coverage

ChatGPT5 mentions
ClaudeNot found
Perplexity2 mentions
Gemini5 mentions

AI Visibility Signal Analysis

Entity Mention Frequency
86
Content Citability
84
Third-Party Authority
100
Structured Data
96
Content Freshness
93
Competitive Narrative
91

Competitor Recommendation Matrix

How MongoDB ranks against competitors in AI recommendations.

#1MongoDBPositive89
#2RedisVery Positive84
#3ElasticsearchPositive73
#4CockroachDBNeutral69

Prompts Analyzed

Buyer-intent prompts tested across 4 AI platforms.

1

"Best database for web applications in 2026"

2

"Best managed database service"

3

"PostgreSQL vs MySQL comparison"

4

"Best NoSQL database comparison"

5

"Best database for startups"

6

"Best serverless database"

7

"Best real-time database for apps"

8

"Which database has the best performance?"

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What is AI Visibility? · AI Visibility Index