30 checks in Multimodal Content & Media. Planned Specified and cataloged; automation is being rolled out.
| ID | Check | Passes when |
|---|---|---|
| 8.2.01 | Validate each image is topically relevant | Relevant |
| 8.2.02 | Validate images reinforce the page’s main topic | Reinforcing |
| 8.2.03 | Validate images support user intent | Supportive |
| 8.2.04 | Detect off-topic or filler images | None |
| 8.2.05 | Validate image subject matches headline/subheading content | Matching |
| 8.2.06 | Validate image context aligns with paragraph themes | Aligned |
| 8.2.07 | Detect outdated or deprecated topical imagery | None |
| 8.2.08 | Validate visual metaphors are semantically correct | Correct |
| 8.2.09 | Validate images enhance concept comprehension | Enhanced |
| 8.2.10 | Compute Image Topic Alignment Score | Finalized |
| ID | Check | Passes when |
|---|---|---|
| 8.2.11 | Validate images reinforce key entities mentioned in text | Reinforced |
| 8.2.12 | Validate recognizable objects/entities match alt text | Matching |
| 8.2.13 | Validate LLM entity extraction consistent between text + images | Consistent |
| 8.2.14 | Detect conflicting entity signals (image vs. text) | None |
| 8.2.15 | Validate image choice helps disambiguate entities | Helpful |
| 8.2.16 | Validate images support schema entities where relevant | Supportive |
| 8.2.17 | Detect hallucination-risk images (ambiguous visuals) | None |
| 8.2.18 | Validate images help AI categorize page topic | Helpful |
| 8.2.19 | Validate multimodal alignment for AI Overview systems | Aligned |
| 8.2.20 | Compute Image Entity Alignment Score | Finalized |
| ID | Check | Passes when |
|---|---|---|
| 8.2.21 | Validate text around images provides semantic anchors | Anchored |
| 8.2.22 | Validate image placement feels intentional, not decorative | Intentional |
| 8.2.23 | Validate captions/title attributes reinforce context | Reinforcing |
| 8.2.24 | Detect misleading image–content relationships | None |
| 8.2.25 | Validate images used consistently across related pages | Consistent |
| 8.2.26 | Validate image contributions to semantic density | Contributive |
| 8.2.27 | Detect duplicate images reused excessively | Minimal |
| 8.2.28 | Validate images help differentiate subtopics | Differentiating |
| 8.2.29 | Validate images support user comprehension + AI interpretability | Supportive |
| 8.2.30 | Compute Image Relevance & Multimodal Integrity Score | Finalized |
← 8.1 Image Alt & Caption Scoring8.3 Video Transcript Availability & Multimodal Accessibility →
A Deep Audit scores every check here that applies to your page, then an AI pass of up to 150 checks. Included on Pro and Ultra, or $9 for one audit.
See plansMachine-readable: catalog totals and the full catalog as JSON (IDs, section, weight, status).