App Review Competitive Report — Head-to-Head Comparison
Pricing
from $16,750.00 / 1,000 competitive reports
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App Review Competitive Report — Head-to-Head Comparison
Pricing
from $16,750.00 / 1,000 competitive reports
record_type
Optional
app_report (one per compared app) or competitive_summary (the head-to-head record).
report_id
Optional
Deterministic report id (hash of the analyzed inputs).
app_id
Optional
The app an app_report row covers.
store
Optional
apple or google_play.
country
Optional
Storefront country code.
company_label
Optional
Display label for the app in the competitive report.
review_count
Optional
Number of public reviews analyzed for an app_report row.
app_count
Optional
Number of apps compared (competitive_summary).
total_reviews
Optional
Total public reviews analyzed across all apps (competitive_summary).
data_start
Optional
Earliest review date in the window.
data_end
Optional
Latest review date in the window.
data_freshness
Optional
Most recent review timestamp.
sentiment_positive_pct
Optional
Share of positive reviews (app_report).
sentiment_neutral_pct
Optional
Share of neutral reviews (app_report).
sentiment_negative_pct
Optional
Share of negative reviews (app_report).
sentiment_counts
Optional
Raw sentiment label counts (app_report).
average_sentiment_score
Optional
Mean ngd-lexicon-v1 sentiment score (app_report).
average_rating
Optional
Mean star rating (app_report).
themes
Optional
Top theme clusters for an app (term + mentions).
complaint_ranking
Optional
Ranked complaint clusters with share and example (app_report).
complaint_clusters
Optional
Raw complaint phrase clusters (app_report).
feature_requests
Optional
Extracted feature requests: count, share, phrases, examples (app_report).
trend
Optional
Current-vs-prior-period trend with deltas and direction (app_report).
trend_buckets
Optional
Per-month sentiment buckets (app_report).
developer_response_coverage_pct
Optional
Share of reviews with a developer response (app_report).
examples
Optional
Sample classified reviews (app_report).
apps
Optional
Per-app roster embedded in the competitive_summary record.
relative_sentiment
Optional
Sentiment leaderboard ranking the compared apps.
winner_by_dimension
Optional
Leading app on each comparable dimension.
overall_ranking
Optional
Composite head-to-head ranking of the apps.
skipped_targets
Optional
Targets that yielded no reviews or failed, excluded from the comparison.
report_markdown
Optional
Rendered markdown summary of the report.
report_kv_key
Optional
Key-value store key holding the markdown report.
method
Optional
Analysis method description.
model
Optional
Analysis model id (ngd-lexicon-v1).
generated_at
Optional
Report generation timestamp.
partial
Optional
True if the run skipped an app or hit a budget/delivery cap.