ChatGPT

REDIS.IO WINS

mongodb.com4/10

redis.io5/10

“🎯 Photo finish on ChatGPT. redis.io wins, but mongodb.com isn't going quietly.”

Gemini

REDIS.IO WINS

mongodb.com6/10

redis.io9/10

“🔥 Redis brought the speed and clarity, while MongoDB is still fumbling with its 'flexible' schema, probably wondering if it left the keys inside a nested document.”

Claude

REDIS.IO WINS

mongodb.com7/10

redis.io8/10

“🔥 MongoDB tried to be the cool NoSQL kid everyone wanted at the party, but Redis just showed up, did one thing blazingly fast, and became everyone's actual best friend.”

Perplexity

REDIS.IO WINS

mongodb.com4/10

redis.io5/10

“🎯 Photo finish on Perplexity. redis.io wins, but mongodb.com isn't going quietly.”

Ghost Report Card

Why mongodb.com is getting ghosted

redis.io 6853 mongodb.com

Key Findings

Low Web Presence

mongodb.com has very low web presence (28/100). AI may not have enough data to form opinions.

Already Optimizing

mongodb.com already has llms.txt — they're optimizing for AI visibility.

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Competitor Citation Gap

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Content Recommendations

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Monthly Visibility Trend

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mongodb.com is fading from AI.

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Scores estimated from search signals, domain authority & AI training data coverage.