Are there any free tools or scripts to audit our entire ecommerce product catalog for broken images and slow loading assets right now
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any free tools or scripts to audit our entire ecommerce product catalog for broken images and slow loading assets right now
4 real searches · 1 real-search pass
free open source ecommerce product catalog audit broken images image loading performance crawler Screaming Frog 500 URL limit Python Playwright Lighthouse 2026Google ↗
OBSERVEDInstruction
Screaming Frog SEO Spider free version 500 URLs image audit broken images officialGoogle ↗
OBSERVEDOther / navigational
Google Lighthouse CLI image optimization performance official documentationGoogle ↗
OBSERVEDComparison
Google PageSpeed Insights API image audit documentationGoogle ↗
OBSERVEDInstruction
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
free open source ecommerce product catalog audit broken images image loading performance crawler Screaming Frog 500 URL limit Python Playwright Lighthouse 2026 Google ↗
Screaming Frog SEO Spider free version 500 URLs image audit broken images official Google ↗
Google Lighthouse CLI image optimization performance official documentation Google ↗
Google PageSpeed Insights API image audit documentation Google ↗
- Pricing · screamingfrog.co.uk
- Screaming Frog SEO Spider Website Crawler · screamingfrog.co.uk
- Crab - Free SEO Crawler & Technical Site Audit Tool · crab.so
- Lighthouse documentation · developer.chrome.com
- Playwright documentation · playwright.dev
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
free open source ecommerce product catalog audit broken images image loading performance crawler Screaming Frog 500 URL limit Python Playwright Lighthouse 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Screaming Frog SEO Spider free version 500 URLs image audit broken images official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Lighthouse CLI image optimization performance official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google PageSpeed Insights API image audit documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |