Compare saved answers within the same question wording, model, and requested market.
Luminalumina.example · Sample data
OpenAIWeb search
At a glance
Summary of the collection groups matching your filters.
16Completed answers
87.5%Visibility · 16 analyses
1 ↑ / 1 ↓Groups with higher / lower visibility
7 of 9 groups measured in both periods. Changes describe saved samples; they do not establish statistical significance.
Report methodology and date ranges
Current: 2026-09-22 – 2026-10-21 UTC. Previous: 2026-08-23 – 2026-09-21 UTC. Today is partial. Generated 2026-10-21 21:35:28 UTC.
Each row keeps question wording, provider, model and country/language together. Edited questions and changed collection settings get separate rows. Visibility counts only recorded primary-brand analyses; citation rates use completed answers.
The 95% Wilson interval describes sampling uncertainty under an independence assumption. AI outputs can be correlated; repeated answers on one day are not independent evidence of a lasting trend. These intervals do not establish statistical significance or represent personalized ChatGPT web results.
Question measurements
9 matching collection groups · current and previous periods
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openai · OpenAI · sample answer · No market specified · Prompt language
Summaries snapshot saved answers when the summary is generated, including all question versions and archived questions. Later retries or data edits do not rewrite a saved summary. Delivery needs a configured webhook / Slack endpoint and project opt-in.
No daily summaries have been scheduled for this project yet. Enable them in Settings → Alert rules after configuring a notification connection.
The measurement table and CSV follow these filters. Change annotations cover both comparison windows and are included when printing. Printing uses your browser’s PDF destination; daily summaries can be scheduled separately in Alert rules.