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Reports

Turn saved AI answers into an update you can read, download, or share with your team.

Saved-answer summary
Sample answersUTC
Illustrative sample data. Reporting dates use UTC and include today, which is partial.
Reporting period

Create a project and save an answer to prepare your first report.

Advanced · API measurement reports

API reports compare matched question wording, model and requested market. They use API tracking runs separately from saved browser answers.

MEASUREMENT REPORT

API measurement report

Compare API answers within the same question wording, model, and requested market.

Download report

Both downloads include the selected collection groups. Print includes change-log context too.

Luminalumina.example · Sample data
Sample answersUTC
Illustrative sample data. Reporting dates use UTC and include today, which is partial.
Reporting period

Demo snapshot · . Refreshing reloads saved measurements and context; it does not run AI queries.

Report selection

9 of 9 collection groups included

Find a question

Question search: All wording · Minimum current analyses: 0 · Order: Question

At a glance

9 selected collection groups · current and previous periods.

16Completed answers
87.5%Visibility · 16 recorded analyses
1 / 1 Groups with higher / lower visibility · 5 with the same visibility

Overall visibility combines the selected groups. Check individual measurements before interpreting changes. 7 of 9 groups measured in both periods. Changes describe saved samples; they do not establish statistical significance.

Report methodology and date ranges

Current: 2026-09-24 – 2026-10-23 UTC. Previous: 2026-08-25 – 2026-09-23 UTC. Today is partial. Generated 2026-10-23 13:34:07 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

Best collaboration software for remote design teams

openai · OpenAI · sample answer · No market specified · Prompt language

Current visibility100.0%
Observed change0.0 pp
Analyzed answers2
Days with answers2 / 30
Compare periods, citations & evidence
PeriodMentions / analysesVisibility95% Wilson intervalDays with answersWebsite citationsAvg. positionEvidence
Current2 / 2100.0%34.2–100.0%2 / 302 / 2 (100.0%)1.0Answers
Previous2 / 2100.0%34.2–100.0%1 / 300 / 2 (0.0%)1.0Answers

Observed visibility change: 0.0 percentage points. Small sample: a single answer can change the percentage substantially.

Small sample: a single answer can shift visibility substantially.

Best Notion alternatives for a small design studio

openai · OpenAI · sample answer · No market specified · Prompt language

Current visibility50.0%
Observed change-50.0 pp
Analyzed answers2
Days with answers2 / 30
Compare periods, citations & evidence
PeriodMentions / analysesVisibility95% Wilson intervalDays with answersWebsite citationsAvg. positionEvidence
Current1 / 250.0%9.5–90.5%2 / 301 / 2 (50.0%)1.0Answers
Previous2 / 2100.0%34.2–100.0%1 / 300 / 2 (0.0%)1.0Answers

Observed visibility change: -50.0 percentage points. Small sample: a single answer can change the percentage substantially.

Small sample: a single answer can shift visibility substantially.

How do I manage client projects and feedback in one place?

openai · OpenAI · sample answer · No market specified · Prompt language

Current visibility100.0%
Observed change0.0 pp
Analyzed answers2
Days with answers2 / 30
Compare periods, citations & evidence
PeriodMentions / analysesVisibility95% Wilson intervalDays with answersWebsite citationsAvg. positionEvidence
Current2 / 2100.0%34.2–100.0%2 / 302 / 2 (100.0%)1.0Answers
Previous2 / 2100.0%34.2–100.0%1 / 300 / 2 (0.0%)1.0Answers

Observed visibility change: 0.0 percentage points. Small sample: a single answer can change the percentage substantially.

Small sample: a single answer can shift visibility substantially.

Lumina vs Asana for creative agencies

openai · OpenAI · sample answer · No market specified · Prompt language

Current visibility100.0%
Observed change0.0 pp
Analyzed answers2
Days with answers2 / 30
Compare periods, citations & evidence
PeriodMentions / analysesVisibility95% Wilson intervalDays with answersWebsite citationsAvg. positionEvidence
Current2 / 2100.0%34.2–100.0%2 / 302 / 2 (100.0%)1.0Answers
Previous2 / 2100.0%34.2–100.0%1 / 300 / 2 (0.0%)1.0Answers

Observed visibility change: 0.0 percentage points. Small sample: a single answer can change the percentage substantially.

Small sample: a single answer can shift visibility substantially.

Tools for async collaboration with clients

openai · OpenAI · sample answer · No market specified · Prompt language

Current visibility50.0%
Observed change0.0 pp
Analyzed answers2
Days with answers2 / 30
Compare periods, citations & evidence
PeriodMentions / analysesVisibility95% Wilson intervalDays with answersWebsite citationsAvg. positionEvidence
Current1 / 250.0%9.5–90.5%2 / 301 / 2 (50.0%)1.0Answers
Previous1 / 250.0%9.5–90.5%1 / 300 / 2 (0.0%)1.0Answers

Observed visibility change: 0.0 percentage points. Small sample: a single answer can change the percentage substantially.

Small sample: a single answer can shift visibility substantially.

What is the best project management tool for creative teams?

openai · OpenAI · sample answer · No market specified · Prompt language

Current visibility100.0%
Observed change+100.0 pp
Analyzed answers2
Days with answers2 / 30
Compare periods, citations & evidence
PeriodMentions / analysesVisibility95% Wilson intervalDays with answersWebsite citationsAvg. positionEvidence
Current2 / 2100.0%34.2–100.0%2 / 302 / 2 (100.0%)1.0Answers
Previous0 / 20.0%0.0–65.8%1 / 300 / 2 (0.0%)—Answers

Observed visibility change: +100.0 percentage points. Small sample: a single answer can change the percentage substantially.

Small sample: a single answer can shift visibility substantially.

What is the simplest way to track a product roadmap?

openai · OpenAI · sample answer · No market specified · Prompt language

Current visibility100.0%
Observed change—
Analyzed answers2
Days with answers2 / 30
Compare periods, citations & evidence
PeriodMentions / analysesVisibility95% Wilson intervalDays with answersWebsite citationsAvg. positionEvidence
Current2 / 2100.0%34.2–100.0%2 / 302 / 2 (100.0%)1.0Answers
Previous0 / 0——0 / 300 / 0——

No visibility comparison: both periods need recorded analyses. Small sample: a single answer can change the percentage substantially.

Small sample: a single answer can shift visibility substantially. No comparison yet: the previous period has no recorded brand analysis.

What is the simplest way to track a product roadmap? (earlier version)

openai · OpenAI · sample answer · No market specified · Prompt language · Previous wording

Current visibility—
Observed change—
Analyzed answers0
Days with answers0 / 30
Compare periods, citations & evidence
PeriodMentions / analysesVisibility95% Wilson intervalDays with answersWebsite citationsAvg. positionEvidence
Current0 / 0——0 / 300 / 0——
Previous2 / 2100.0%34.2–100.0%1 / 300 / 2 (0.0%)1.0Answers

No visibility comparison: both periods need recorded analyses.

No recorded brand analysis in the current period.

Which project management tools have a free plan?

openai · OpenAI · sample answer · No market specified · Prompt language

Current visibility100.0%
Observed change0.0 pp
Analyzed answers2
Days with answers2 / 30
Compare periods, citations & evidence
PeriodMentions / analysesVisibility95% Wilson intervalDays with answersWebsite citationsAvg. positionEvidence
Current2 / 2100.0%34.2–100.0%2 / 302 / 2 (100.0%)2.0Answers
Previous2 / 2100.0%34.2–100.0%1 / 300 / 2 (0.0%)2.0Answers

Observed visibility change: 0.0 percentage points. Small sample: a single answer can change the percentage substantially.

Small sample: a single answer can shift visibility substantially.

Recorded changes during these periods

Active project annotations from both comparison windows. Up to three titles are shown per day; follow the date to view every note.

View change log

Annotations are owner notes, independent of answer collection. Timing alone does not establish the cause of a visibility change.

Scheduled daily summaries

Latest 14 saved snapshots · previous complete UTC days

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 saved daily summaries for this project yet. Open Alert rules to review delivery availability and the daily summary schedule.

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.