AI Search Citation Audit — blank worksheet templates
Seo4Starters | September 2026

Import the two CSV files into separate spreadsheet tabs. These contain headers only: no observations or results have been invented.

Observations: one row per scheduled question/surface/run. Outcomes: answer, no_ai_answer, error, blocked. Keep errors and blocked checks recorded.
Citations: one row per claim–citation association; use matching run_id. Support labels: supported, partial, unsupported, contradicted, unverifiable.

Do not combine all surfaces into one market-share score. See the full method: https://seo4starters.net/measure-ai-search-citations/
