Gaming & Sports Data Scraping Services

No. Live scoring, play-by-play and advanced player statistics are licensed products controlled by leagues and their official data partners. Extraction is not a legitimate route to them, and any vendor offering them via scraping is selling you a rights problem that will surface at the worst possible moment.

What we can provide is publicly published schedules, final results, standings, public historical statistics and team and venue information. For licensed feeds, a licence from the league or its official partner is the only legitimate path, and we'll point you there rather than quote for it.

31 storefront regions across the major digital stores, with currency and regional tier captured per record. Coverage varies slightly by store since each operates its own regional system with different granularity.

Regional pricing is where most publishers get the most value from this service. It is the dimension least visible internally — particularly across console stores, where regional implementations diverge from PC storefronts more than teams expect.

Where publicly reported, yes. Some platforms publish concurrent player counts openly, and we capture them with timestamps and trend them over time. Review volumes and rating percentages are also captured as engagement proxies.

We do not estimate or model player counts where they aren't published. Modelled engagement figures circulate widely in gaming analysis and are frequently wrong by large margins; we would rather deliver a null with a clear reason than a number that looks authoritative and isn't.

Baseline pricing is stable for months. Discount activity is intense and bursty: major seasonal sales bring hourly changes across thousands of titles, with flash discounts lasting hours.

We recommend daily refresh as standard with an hourly tier during major sale windows. Missing a 12-hour flash discount means it is absent from your data permanently, and during sale events that's where most of the pricing behaviour actually happens.

Considerably more than traditional sports, because the esports ecosystem publishes far more openly. Tournament formats and stage structures, prize pools and distribution, participating teams and rosters, results and placements, and event schedules are all generally available from public sources.

Coverage is strongest for major circuits in established titles and thinner for regional and emerging scenes, where publication is inconsistent. We give you an honest per-circuit assessment during scoping rather than a general claim.

Public viewership figures by title and category, yes, using official platform APIs where available and public category pages otherwise. Creator and channel metrics are captured where publicly displayed.

Platform access terms here change frequently, and we document current limits per platform. As with our social media data feed, we don't use credentialed access or scrape authenticated views to obtain metrics that aren't public.

Yes, computed from our own price observation archive. The historical_low flag indicates whether the current price matches or beats the lowest price we have observed for that title, store, region and edition combination.

The honest caveat: our archive starts when we began collecting. A title discounted more deeply before that point would not be reflected. We report the archive start date per title so you know what the flag is actually measuring rather than assuming it covers all time.

App store pricing and listed in-app purchase tiers, yes, across Apple App Store and Google Play with regional pricing captured. Store listing metadata, ratings and review counts are also available.

What we cannot provide is actual in-app purchase revenue or conversion data, which is private to the publisher and the platform. Third-party estimates of mobile revenue exist and are widely cited; they are modelled rather than observed, and we don't resell them as though they were measurements.

We quote every gaming and sports data engagement individually, because a real number depends on scope: source count, record volume, refresh frequency and delivery method. Anyone quoting you a price before understanding those four things is guessing.

Title count, storefront and region coverage and refresh frequency drive cost; the hourly sale-event tier costs more because polling during major sales is heavy.

The process is short: one scoping call, a free pilot on your own sources within 48 hours, then a fixed monthly quote. No per-request metering, no overage billing, and field or source additions are handled inside the retainer rather than re-quoted. Request a quote.