Abhord Quickstart Guide (Refreshed — January 2026)

This practical guide helps new Abhord users get from zero to decisions fast. It reflects current best practices and lessons learned from recent customer rollouts.

What’s new in this refreshed edition

• Stronger starting blueprint for multi-LLM surveys: begin with 4–6 diverse models and 3 seed prompts per question to stabilize variance.
• Updated guidance on share of voice (SoV): compare both raw and visibility‑weighted SoV to avoid over‑indexing on verbose models.
• Improved entity normalization workflow: build an alias dictionary before your first run to