Product Guides1 min read • Feb 21, 2026By Ethan Park

How to interpret AI sentiment scores for your brand (Feb 2026 Update 8)

Abhord Quickstart Guide (Refreshed, February 21, 2026)

Abhord Quickstart Guide (Refreshed, February 21, 2026)

This practical guide helps new users set up Abhord, run a first cross-LLM survey, read results (mentions, sentiment, share of voice), establish competitor tracking, and turn findings into action.

What’s new in this edition (2026 refresh)

  • Faster model refresh cadence: Many LLMs now update weekly. Recommendation: schedule recurring “snapshots” so you compare like-for-like time slices instead of mixing old and new model states.
  • Greater regional variance: Answers can differ by country and even state. Recommendation: enable multi

Ethan Park

AI Marketing Strategist

Ethan Park brings 13+ years in marketing analytics, SEO, and AI adoption, helping teams connect AI visibility to measurable growth.

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