Overtell

Operators and affiliates in regulated iGaming markets compete in slow motion. A rival drops a 150% welcome bonus on a Monday morning. By the time your editorial team notices, compiles the change, escalates it, and your promo team updates the site, it is Thursday. In fast-moving markets like the Netherlands and the UK, that gap costs real money.

The manual alternative is a rotating team of analysts refreshing competitor pages every morning. It works until it does not. Staff turn over, coverage slips, and the spreadsheet rots quietly while the market moves. No one sees the RTP cut on a slot until a forum post surfaces it weeks later.

Regulatory monitoring is worse. License events (suspensions, condition changes, new entrants) are published by the regulator in formats that require human interpretation. By the time the news propagates through industry channels, the window for a competitive response has often already closed.

Each target site has a bespoke scraper profile. Some operators serve clean JSON APIs or GraphQL endpoints; those get queried directly. Most rely on HTML extraction. Anti-bot resilience is tuned per target: rate limiting, user-agent rotation, and session management are configured per domain, not globally. The scraper layer runs nightly in the 00:00-04:00 CET window.

Raw output passes through a normalizer that maps every operator's idiosyncratic field names to a shared canonical schema. A deposit-bonus multiplier expressed as '200%' on one site and '2x' on another resolves to the same structured record. The canonical layer is what makes cross-operator comparison reliable.

The diff engine compares each night's canonical snapshot against the previous run. It classifies changes as material or cosmetic. A wagering requirement shifting from 30x to 35x is material. A reworded headline with the same underlying terms is cosmetic. Only material changes generate alerts; cosmetic changes are logged but suppressed from the alert pipeline.

Alert routing is severity-based. Critical events (license suspensions, new operator entries, wagering changes above a configured threshold) are pushed to operators by direct notification. Soft events (promo copy updates, minor term clarifications) surface in the morning dashboard brief delivered at 08:00 CET.