sportcrew-bot
Bot User-Agent:sportcrew-bot
🤖 Overview
SportCrew-Bot is a legitimate web crawler operated by SportCrew GmbH (Germany), a sports analytics and data aggregation platform founded in 2015. Its primary purpose is to collect publicly available sports-related content including match schedules, team rosters, player statistics, and news articles from sports websites and team portals, feeding data into SportCrew’s proprietary sports intelligence engine used by professional clubs and media outlets. According to SportCrew’s official documentation (sportcrew.io/bot), the bot was first deployed in 2017 and has been continuously updated to support structured data extraction (JSON-LD, microdata) while respecting website terms of service.
🌐 Technical Behavior
The bot uses a rotating IP pool primarily from German data centers (AS24940, Hetzner) and some AWS Frankfurt (AS16509) ranges. Crawl frequency is moderate, with an average request interval of 30–60 seconds between pages, but can increase to 5–10 seconds during deep-dive indexing of large sports databases. It typically follows a breadth-first traversal starting from a site’s sitemap.xml or /sports/ topology. Requests are made over HTTPS with a default Accept header preferring text/html and application/ld+json. The bot does not execute JavaScript deliberately; it only parses server-rendered HTML and linked data. User-Agent rotates between four variants, all containing the string “spcrawler” plus version numbers (e.g., “SportCrew-Bot/2.0”). IP addresses are not reverse-DNS resolvable to a common hostname, though the bot sets an identifying From header of [email protected] per RFC 7231.
📋 robots.txt Compliance
According to SportCrew’s published guidelines and tests by independent researchers (e.g., robots-txt-validation.org), the bot fully respects Disallow directives. It checks robots.txt on each domain at the start of a crawl and caches the result for 24 hours. The official documentation states that webmasters can block the bot entirely with User-agent: spcrawler in their robots.txt; partial restrictions are supported via path-based rules. SportCrew also provides a web form for immediate removal requests that takes effect within 12 hours.
🔍 Detection Indicators
Definitive User-Agent strings include SportCrew-Bot/1.0, spcrawler/2.0, and Mozilla/5.0 (compatible; spcrawler; +https://sportcrew.io/bot). Behavioral fingerprints include a low variance in request timing (near constant delay) and the consistent presence of the From header. No Accept-Encoding negotiation is performed beyond gzip. The bot also sends a custom X-SportCrew-Client: crawl header in about 30% of requests, as noted in a 2023 analysis by bot-tools.io.
📊 Data Usage
All collected data feeds into SportCrew’s SportsData Hub, a platform that provides real-time analytics, predictive modeling, and performance benchmarking for over 200 professional leagues worldwide. The dataset is also used to train SportCrew’s proprietary AI models that generate injury-risk scores and tactical insights. Data is stored with a 30‑day retention window for raw logs; aggregated statistics are kept indefinitely. SportCrew does not resell raw data; clients pay for API access to processed insights.
⚙️ Rate Limiting Policy
Rate limiting is applied because even a legitimate crawler can overwhelm a small sports site if it triggers rapid requests during live match updates. The recommended threshold is 10 requests per second or more than 1,000 pages per hour, at which point a 429 or 503 response may be served, after which the bot backs off for at least 1 hour as per its polite crawling algorithm.
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