All terms

Google Surface

Knowledge Panel

The right-rail entity summary on a Google SERP. Driven by the Knowledge Graph and structured data; foundational entity surface that increasingly feeds Search Profile and AI Overview content.

What it is

The Knowledge Panel is the right-rail entity summary shown on a Google SERP. It is driven by the Knowledge Graph and structured data, and its content feeds both Search Profile and AI Overview answers.

Why it matters

It anchors Google's machine understanding of who or what an entity is, and a clean, accurate panel improves how the entity is described and cited across every AI surface.

How it works

Presence is built by establishing the entity in the Knowledge Graph through consistent structured data, authoritative references, and corroborating mentions, then claiming the panel to suggest corrections.

When it applies

It applies to recognised entities such as people, organisations, products, and places that Google can resolve unambiguously.

Examples

  • An author panel shows photo, occupation, notable works, and verified social links.
  • A company panel displays founding details, headquarters, and key people.
  • A product panel summarises specifications and links to official sources.

How it is measured

  • Panel presence and accuracy of displayed attributes.
  • Entity resolution confidence (whether queries map to the correct entity).
  • Coverage of structured attributes (founded, author of, headquarters, and similar).
  • Consistency of entity data across authoritative corroborating sources.

Primary research · August 2026

How ChatGPT Shortlists Software Brands

An audit across 10 categories and 60 buying questions. I recorded what ChatGPT reads, throws away and links to when a buyer asks it which software to buy, and what that decides.

60
Questions asked
10
Software markets
2,680
Results read
367
Links shown
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