How do I troubleshoot CloudFront CDN caching issues when my users are seeing outdated images on our company website?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I troubleshoot CloudFront CDN caching issues when my users are seeing outdated images on our company website?
2 real searches · 1 real-search pass
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
AWS CloudFront troubleshoot stale content outdated images X-Cache Age Cache-Control invalidation cache policy versioned filenames documentation Google ↗
Amazon CloudFront cache behavior TTL origin cache headers query strings cache key documentation Google ↗
- Understand cache policies · docs.aws.amazon.com
- Manage how long content stays in the cache (expiration) · docs.aws.amazon.com
- Use file versioning to update or remove content with a CloudFront distribution · docs.aws.amazon.com
- Invalidate files to remove content · docs.aws.amazon.com
- Troubleshoot issues with CloudFront cache time · repost.aws
- FAQs · aws.amazon.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS CloudFront troubleshoot stale content outdated images X-Cache Age Cache-Control invalidation cache policy versioned filenames documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Amazon CloudFront cache behavior TTL origin cache headers query strings cache key documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |