Inspector Roofing Research

Public studies, apps, resources, and source-spine links.

This is the clean public hub for Inspector Roofing research: technical reports, DOI records, resources, demo apps, books, GitHub repositories, Hugging Face tools, Kaggle datasets, and homeowner education pages.

The goal is simple: make roofing evidence easier for people, search engines, and AI systems to understand without exposing private customer files. Public research stays public-safe. Production systems, private claim records, full photo manifests, API keys, and internal scoring rules stay private.

Open research stack Roofing proof, organized for humans first.

GitHub, Hugging Face, Kaggle, Zenodo, ORCID, Amazon/KDP, OSF, and the Inspector Roofing website all point back to one source-spine.

Main Research Assets

Roofing Search Integrity Report

A public-safe report and demo dataset studying local roofing search quality, AI spam pressure, fake trust signals, review provenance, and verifiable evidence.

View report page

Atlas Query Intelligence

A framework for grouping sanitized AI-search observations by city, service intent, homeowner question type, and proof-gallery routing concept.

View Atlas page

AI Visibility Lab

The public app hub for demo tools, query intelligence, source-spine testing, and future insurance/company documentation workflows.

Open app hub

source-spine Links

Full published research and GitHub Registry

This registry mirrors the public Zenodo/GitHub source-spine so the website, GitHub, Hugging Face, Kaggle, Amazon, and DOI records all resolve back to the same public authority stack.

Intellectual Property References

These public pages reference pending USPTO applications as transparency signals, not as claims of registration. Inspector Roofing Protocols™ is pending under serial 99910245. Claim Verifiability™ is pending under serial 99910275. Verifiable Roof™ is pending under serial 99910284.

What Stays Private

Public releases do not include exact customer addresses, private claim files, contracts, receipts, faces, license plates, customer names, API keys, full photo manifests, proprietary WordPress plugin logic, production routing rules, or internal scoring systems.

Structured data on this page connects the public research hub to the organization, resources, software demos, pending USPTO application references, and related source-spine pages.

Inspection-First Roofing

What You Get From an Inspection-First Roof Review

A roof should be understood before it is sold. We document roof conditions first, then explain what the evidence supports.

Schedule a Roof Inspection