Product Guides1 min read • Feb 13, 2026By Ava Thompson

Getting started with Abhord: Your first GEO audit (Feb 2026 Update 9)

Abhord Quickstart Guide (Refreshed 2026)

Abhord Quickstart Guide (Refreshed 2026)

What’s new in this edition

  • Multi-LLM normalization: Treat models as a panel and compare like-for-like time windows. Use consistent run counts and temperatures so results are comparable, and avoid over-weighting “chattier” models.
  • Aspect-level sentiment: Don’t stop at overall polarity. Tag and track sentiment by aspect (pricing, performance, support, trust) to uncover actionable levers.
  • Fractional share of

Ava Thompson

Growth & GEO Lead

Ava Thompson has 11+ years in growth marketing and SEO, specializing in AI visibility, conversion-focused content, and brand alignment.

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