✦ AI Visibility Report Summary

Upstash scores 36/100 in AI Visibility (Weak). Category: Database. Mentioned in 5/15 prompts. AI Share of Voice: 29%. 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

Upstash AI Visibility Analysis

AI Visibility Score

36/100

Weak

Share of Voice: 29%

Mentions: 5/15

Tier: rising

Platform Coverage

ChatGPT4 mentions
ClaudeNot found
PerplexityNot found
Gemini1 mentions

AI Visibility Signal Analysis

Entity Mention Frequency
30
Content Citability
24
Third-Party Authority
38
Structured Data
21
Content Freshness
35
Competitive Narrative
32

Competitor Recommendation Matrix

How Upstash ranks against competitors in AI recommendations.

#1MongoDBPositive89
#2FirebasePositive86
#3PlanetScaleNeutral54
#4UpstashPositive36

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