Guideintermediate

Keyword Research for AI Search: Build a Question and Entity Map

A modern keyword research workflow for GEO: map user questions, comparisons, and required entities so your content is easier for AI systems to understand and cite.

Rankwise Team·Updated Jan 6, 2026·2 min read

Keyword research for GEO is less about "finding a single keyword" and more about building a question map and an entity checklist.

If you do this properly, your pages become:

  • easier to rank (classic SEO)
  • easier to cite (GEO)
  • more complete (covers fan-out)

The shift: from keywords to questions + tasks

Traditional SEO often starts with keywords.

GEO-friendly research starts with:

  • questions ("What is…", "How to…", "Which is better…")
  • tasks ("How do I set up…", "How do I measure…")
  • comparisons ("X vs Y", "best tools for…")

Step 1: Choose a pillar topic

Pick a pillar you can realistically cover:


Step 2: Build a fan-out question tree

Start with a seed query, then expand into:

  • Definitions
  • How it works
  • Steps
  • Pitfalls
  • Measurement
  • Alternatives
  • Comparisons

Example for GEO:

  • What is GEO?
  • GEO vs SEO
  • How do AI citations work?
  • How to write cite-worthy content?
  • How to measure AI visibility?

Step 3: Build an entity checklist (the "must-cover" list)

Entity coverage means: if someone reads your page, do they get all the needed concepts defined?

For each page, list:

  • key terms (GEO, citations, topical authority)
  • related concepts (clusters, internal linking, freshness)
  • tools/workflows (where relevant)

Step 4: Prioritize with a simple scoring model

Use this lightweight scoring:

Page ideaBusiness relevance (1–5)Intent clarity (1–5)Difficulty (1–5)Total
What is GEO?55313
Internal linking best practices54312
Programmatic SEO fundamentals44412

Spreadsheet template (copy/paste)

Use these columns:

  • Pillar
  • Page title
  • Target query
  • Fan-out sub-questions (bullets)
  • Required entities (bullets)
  • Artifact type (checklist/table/template)
  • Internal links (parent + siblings)
  • CTA
  • Status (draft / publish / refresh)

Common mistakes

  • Picking topics with unclear intent ("SEO growth")
  • Writing without a fan-out plan
  • Skipping entities and definitions
  • Publishing pages that don't link into a cluster

Next steps

Part of the AI Search & GEO topic

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