**PUBLIC AND COMMERCIAL DATA SOURCES**
books in 2022, the principal public directory is “Das Telefonbuch,” a digital platform jointly owned by Deutsche Tele Medien and Sutter Telefonbuchverlag. It includes both fixed and mobile numbers but only those whose owners opted for directory listing. EU Court of Justice rulings clarified that copying entire directories for marketing‐purpose scraping violates both database rights and GDPR. Still, entrepreneurs continue to run bots, leading BNetzA to issue cease‑and‑desist letters. Beyond directories, the Handelsregister (Commercial Register) provides company landlines and sometimes direct‑dial mobiles of managing directors, but republishing them for mass contact again falls under GDPR constraints.
Legitimate commercial brokers exist. Reputable firms obtain explicit france phone number data consent through sweepstakes, loyalty programs, or co‑reg campaigns (“Yes, send me offers from select partners”). They segment by interest (auto, finance, travel), age band, postal code, and occasionally device type. Cost per double‑opt‑in German consumer record ranges from €0.12 to €0.25 depending on freshness and depth of attributes. B2B mobiles with job title and company size fetch €0.15 to €0.30. Brokers must register with the German direct‑marketing association (DDV) and the Council of Data Protection (Rat der Deutschen Markt‑ und Sozialforschung) to maintain credibility. Buyers must sign a Joint Controller Agreement or Data Processing Agreement specifying purpose, retention period, and deletion protocols.
“Grey” brokers also operate, especially on Telegram channels or dark‑web forums, offering millions of German numbers for €200 flat. These lists often contain sequentially generated numbers or leaks from 2010s breaches—MyFitnessCard, Dawanda, Rocket Internet startups—with outdated opt‑ins. Using such data almost guarantees high bounce rates, spam complaints, and regulator sanctions.
**DATA CLEANING AND VALIDATION WORKFLOW**
Step 1: **Normalisation**. Strip non‑numeric characters, convert leading “00” or “+” to “+49,” verify length between eleven and thirteen digits inclusive of country code. Reject numbers with illegal prefixes—“0190,” the pre‑2006 premium range, or “0137,” TV voting numbers.