How to assess image readiness for multimodal search

Marketers assessing images for multimodal search need to consider more than whether the visuals appear on a page. A Search Engine Journal article identifies two questions: can search engines find the images, and can they understand what the images show? Technical problems that limit visibility are another part of the assessment.

Those questions address different aspects of image optimization. Finding an image is not the same as understanding it, so a review that considers only one of those areas would be incomplete. Marketers should also examine potential technical barriers when assessing why an image may have limited visibility in multimodal search.

The distinction matters when evaluating an image’s readiness. If a search engine cannot find an image, the question of how well it understands that image may not be the first issue to resolve. Conversely, finding the image alone does not establish whether the search engine can interpret it. Each part of the assessment calls for its own review.

Technical issues should be considered alongside those checks rather than treated as a separate question. The article frames them in terms of their effect on visibility: the goal is to identify problems that may prevent an image from being seen in multimodal search, then investigate those problems as part of the wider review.

This approach gives marketers a way to organize an image assessment around visibility rather than appearance alone. It also helps separate questions about discovery from questions about interpretation. An image can be part of a marketing asset, but assessing its search readiness requires looking at how search engines encounter and understand it, as well as any technical limits.

What this means for marketers

When reviewing images for multimodal search, check whether search engines can find and understand them, and look for technical issues that could restrict visibility. Treat these as related checks rather than relying on a single indication that an image is present. Where a problem emerges, use that distinction to guide the next stage of the review.