python-builtwith vs GitRob: 2026 Comparison
python-builtwith is a free external attack surface management tool. GitRob is a free external attack surface management tool. Compare features, ratings, integrations, and community reviews side by side to find the best external attack surface management fit for your security stack.
CST VerdictBased on our analysis of available product data, here is our conclusion:
Reconnaissance teams and security researchers who need programmatic access to technology stacks across target domains will get the most from python-builtwith; it's a lightweight wrapper around BuiltWith's API that cuts out manual lookups and scales to hundreds of asset queries in minutes. The tool sits directly in your NIST Identify function, feeding asset inventory and software bill of materials data that manual reconnaissance cannot match at speed. Skip this if you need real-time continuous monitoring or automatic alerting on tech stack changes; python-builtwith is a pull-based client, not a push-based watcher, and the 35 GitHub stars reflect its narrow, specialized use case.
Security teams managing GitHub organizations with loose access controls or unknown repositories will find GitRob valuable for the speed of its initial reconnaissance; it maps org structure, identifies service accounts, and surfaces exposed secrets faster than manual audit, and the 6,000-plus GitHub stars reflect sustained adoption by teams doing this work at scale. Skip this if your org has already inventoried all repositories and locked down branch protection policies; GitRob is a discovery tool for the messy middle, not a compliance validator.
