How does the page image audit score work?

The score is 100 points split across six categories: Technical SEO 30, Accessibility 20, Performance 20, Image semantics 15, Metadata 10, and Image quality 5. Each detected issue removes a fixed number of points scaled by the share of images affected. The AI model reports relevance and alt-text quality, but the score itself is always calculated by our backend.

Which images does the crawler find?

Images in img tags, the widest candidate in a srcset, lazy-loaded images referenced by data-src or data-lazy-src, and images declared in JSON-LD structured data. CSS background images are not included.

Are all images sent to the AI model?

No. Every image gets the fast deterministic technical checks. Only a capped subset is sent for AI semantic analysis — 5 images on the free plan and 20 on paid plans — which keeps audits fast and inexpensive.

Can I audit a page behind a login?

No. The crawler fetches the page anonymously over http or https, so the URL must be publicly reachable. Private and local network addresses are rejected.

AI image audit

Page Image Audit

Paste any public page URL. We crawl the page, inspect every image for technical, accessibility and performance issues, then use AI to judge whether each image actually matches the page.

iEnter any public webpage URL. We’ll scan the images on that page.

Comprehensive checksTechnical, accessibility & performance

AI-powered analysisRelevance & quality scoring

100% secureRead-only crawl, no changes made

Illustration showing automated page image analysis

Image relevanceAI score

92 / 100 · Strong semantic match

Everything we check on the page

One audit gives you a practical image-health overview instead of making you inspect files one by one.

Technical health

Broken files, unsupported formats, dimensions, loading issues and image-delivery problems.

Alt text & accessibility

Missing, empty, duplicated or weak alt text with clear accessibility recommendations.

Performance

Oversized assets, inefficient formats and images that could be slowing down the page.

AI relevance

Whether the image visually supports the surrounding content, product, article or landing page.

Audit summary

Turn every page into an image optimization checklist.

Surface the biggest problems first, then improve SEO, accessibility, page speed and visual relevance from one report.

24Images passed

7Need attention

3Critical issues