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.com4/10

redis.io5/10

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

Claude

REDIS.IO WINS

mongodb.com7/10

redis.io8/10

“🔥 MongoDB showed up with flexible ambitions while Redis arrived as the speed demon that actually remembers things that matter, making this a classic case of 'document your feelings' versus 'just cache the W'.”

Perplexity

REDIS.IO WINS

mongodb.com3/10

redis.io4/10

“⚔️ Razor thin. redis.io barely edges it on Perplexity.”

Ghost Report Card

Why mongodb.com is getting ghosted

redis.io 5545 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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