Integration Health

Monitor data quality, coverage, and simulation readiness

Attention
Data Source
Yelp (Demo Mode)

Demo Mode (deterministic fixtures)

Events Detected
2.4M

Over 92 days

Segments Discovered
6

4 eligible · 2 insufficient

Forecast Confidence
4 High

0 medium, 0 low

Data Quality Metrics
Required thresholds for simulation eligibility
Event Coverage
All mapped events detected in the snapshot window100%
Segment Eligibility
Share of segments meeting data-sufficiency thresholds67%
Historical Depth
Coverage vs the 90-day preferred baseline100%
Detected Events
Behavioral events used for simulation modeling
Event NameVolumeStatus
restaurant_added3.2K/week Valid
listing_verified2.6K/week Valid
restaurant_viewed89K/week Valid
review_started8.1K/week Valid
review_submitted5.4K/week Valid
search_performed62K/week Valid
photo_uploaded18K/week Valid
Metric Inference
How the primary metric is derived from behavioral events
First Review RatePrimary Metric

Share of consumers who, after viewing a newly listed restaurant, leave a first review within the window. Restaurants are supply (they receive reviews); consumers are demand (they write them).

Numerator: review_submitted by consumers on new listings
Denominator: restaurant_viewed (review opportunities)
Eligibility gated by the PRD thresholds (500/2,000 users, 10K events, 28d history).
Shadow — know what happens next, before it happens