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Our AWS bill suddenly doubled this month and I suspect it is related to CloudFront data transfer fees. How do I analyze our caching efficiency to reduce these costs?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Our AWS bill suddenly doubled this month and I suspect it is related to CloudFront data transfer fees. How do I analyze our caching efficiency to reduce these costs?
3 real searches · 1 real-search pass
AWS CloudFront cache hit ratio CloudWatch metrics CacheHitRate BytesDownloaded BytesUploaded documentationGoogle ↗
OBSERVED
CloudFront standard access logs x-edge-result-type Hit Miss RefreshHit OriginShield documentationGoogle ↗
OBSERVED
AWS Cost Explorer CloudFront usage types data transfer out requests billing 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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
AWS CloudFront cache hit ratio CloudWatch metrics CacheHitRate BytesDownloaded BytesUploaded documentation Google ↗
CloudFront standard access logs x-edge-result-type Hit Miss RefreshHit OriginShield documentation Google ↗
AWS Cost Explorer CloudFront usage types data transfer out requests billing documentation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS CloudFront cache hit ratio CloudWatch metrics CacheHitRate BytesDownloaded BytesUploaded documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CloudFront standard access logs x-edge-result-type Hit Miss RefreshHit OriginShield documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
AWS Cost Explorer CloudFront usage types data transfer out requests billing documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1