My adult son set up our family business website on AWS, but users are complaining that outdated product images are still showing up after we update them. How do we fix this CloudFront caching issue without breaking everything?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My adult son set up our family business website on AWS, but users are complaining that outdated product images are still showing up after we update them. How do we fix this CloudFront caching issue without breaking everything?
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 invalidate files cache behavior cache policy Cache-Control versioned filenames official documentation Google ↗
Amazon S3 CloudFront update object cache-control metadata official documentation Google ↗
- Manage how long content stays in the cache (expiration) · docs.aws.amazon.com
- Cache behavior settings · docs.aws.amazon.com
- Remove cached files from CloudFront · repost.aws
- Invalidate files to remove content · docs.aws.amazon.com
- Improve your website performance with Amazon CloudFront · aws.amazon.com
- Use file versioning to update or remove content with a CloudFront distribution · docs.aws.amazon.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS CloudFront invalidate files cache behavior cache policy Cache-Control versioned filenames official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Amazon S3 CloudFront update object cache-control metadata official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |