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We keep getting charged extra for CloudFront CDN caching issues related to query strings. How can I optimize our cache hit ratio to lower our AWS bill?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

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We keep getting charged extra for CloudFront CDN caching issues related to query strings. How can I optimize our cache hit ratio to lower our AWS bill?
2 real searches · 1 real-search pass
AWS CloudFront cache policy query strings cache key best practices cache hit ratio Origin Shield compression TTL documentationGoogle ↗
OBSERVED
AWS CloudFront cache statistics cache hit rate metric monitoring cache policy query string normalization CloudFront Functions documentationGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
AWS CloudFront cache policy query strings cache key best practices cache hit ratio Origin Shield compression TTL documentation Google ↗
AWS CloudFront cache statistics cache hit rate metric monitoring cache policy query string normalization CloudFront Functions documentation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS CloudFront cache policy query strings cache key best practices cache hit ratio Origin Shield compression TTL documentation
OBSERVED
Google ↗
AI Mode ↗
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AWS CloudFront cache statistics cache hit rate metric monitoring cache policy query string normalization CloudFront Functions documentation
OBSERVED
Google ↗
AI Mode ↗
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of 1