Search, AI, and E-commerce: What’s Structural and What’s Noise

Search has always evolved, often in ways that reduced clicks for publishers. What feels different today is the speed and depth of change — with AI now sitting directly inside search results and influencing decisions earlier than ever.

In this IMIA Points of Interest webinar, Mani Singh (NextByte) stepped back from day-to-day volatility to focus on what is genuinely structural in search today versus what may simply be short-term noise. Rather than predictions, the session looked at patterns already visible across search results and e-commerce sites.

What has changed in search

The shift from traditional organic results to layered SERPs with features and AI Overviews.
More decision-making now happens before a click.
AI is accelerating changes that were already underway in search behavior.

What this means in real terms

Declining click-through rates, even for top-ranking results.
Products increasingly competing with each other for the same intent.
Visibility decisions often happening before users reach product pages.

How this reshapes SEO for map e-commerce

Strong rankings alone no longer guarantee traffic.
Multiple pages often compete internally instead of reinforcing each other.
EEAT increasingly works at a site level rather than page by page.

How search engines understand catalogs today

Sites are organized around entities such as product type, publisher, and use case.
Products are treated as variations within these groupings.
The real issue is often unclear page roles, not a lack of content.

What publishers can do next

Review sites by intent and entity rather than individual URLs.
Identify overlap, dilution, and unclear buying signals.
Use data and LLMs to surface patterns, while keeping human judgment central.

The session offered a practical framework for evaluating large catalogs without massive rewrites — helping publishers focus on decisions that actually influence visibility in today’s search environment.

You can view clips from Mani’s portion of the Points of Interest: E-commerce session here.

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