GULF SHORES, Alabama — July 30, 2026 — BlackLabel Tech today published version 1.0 of the BlackLabel Public Build Evidence Registry, a machine-readable inventory of the company's publicly documented software and client build records.
The initial release contains 21 evidence records across 21 categories and 9 static metric disclosures. Every row includes current project status and a permanent public evidence URL. The dataset is available in JSON and CSV under a CC BY 4.0 license.
BlackLabel also released the Discoverability Evidence Kit, an MIT-licensed command-line tool and JavaScript library that validates canonical organization facts, evidence URLs, claim sources, review dates, duplicates, placeholder language, and repeatable AI-search prompt panels.
“Search and AI systems should not have to guess which facts are current or which claim has a source,” said Michael Barber, founder of BlackLabel Tech. “We made our own evidence small enough to inspect and strict enough to fail when a public claim is incomplete.”
The release is a self-audit of BlackLabel's public evidence surface. It is not a market-wide benchmark and does not claim customer return, category leadership, or software quality based on record counts.
Availability
- Research release and evidence table
- JSON distribution and CSV distribution
- Methodology and limitations
- Open-source validator and specification
About BlackLabel Tech
BlackLabel Tech is a Gulf Shores, Alabama-based AI automation and custom software company building workflows, internal apps, APIs, data platforms, and business software nationwide.
Media contact: michael@blacklabeltec.com