ORCID, OSF, Zenodo Text
Title
The Roofing Search Integrity Report
Subtitle
A funny, field-tested study of AI spam, fake trust, June 24, and the future of verifiable local search
Abstract
This public-safe research package studies the future of local roofing search after the March-May-June 2026 Google update sequence, with special attention to the June 24, 2026 spam update. It frames roofing visibility as a verifiability problem involving synthetic trust, review provenance, content provenance, locality provenance, photo provenance, Claim Verifiability, Verifiable Roof, Code to Spec Roofing, and AI answer readiness. The package includes a dataset, JSON schema, Gradio demo app, source notes, and a KDP-submitted book manuscript.
Keywords
Google Search; local SEO; AI search; search integrity; roofing; fake reviews; Digital Verifiability; Claim Verifiability; Verifiable Roof; Code to Spec Roofing; Generative Engine Optimization.
Pending USPTO references
- Inspector Roofing Protocols - Serial No. 99910245 - Pending USPTO trademark application - https://tsdr.uspto.gov/#caseNumber=99910245&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch
- Claim Verifiability - Serial No. 99910275 - Pending USPTO trademark/service mark application - https://tsdr.uspto.gov/#caseNumber=99910275&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch
- Verifiable Roof - Serial No. 99910284 - Pending USPTO trademark/service mark application - https://tsdr.uspto.gov/#caseNumber=99910284&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch
Public links
- GitHub: https://github.com/RichNass87/inspector-roofing-search-integrity-report
- Hugging Face dataset: https://huggingface.co/datasets/InspectorRoofing/roofing-search-integrity-report
- Hugging Face demo app: https://huggingface.co/spaces/InspectorRoofing/roofing-search-integrity-demo
- Kaggle dataset: https://www.kaggle.com/datasets/inspectorroofing/roofing-search-integrity-report
- Zenodo DOI: https://doi.org/10.5281/zenodo.21045292
- Zenodo record: https://zenodo.org/records/21045292
- Inspector Roofing report page: https://inspector-roofing.com/roofing-search-integrity-report/
- Amazon author profile: https://www.amazon.com/author/richard-nasser
- Amazon paperback: https://www.amazon.com/dp/B0H6XXDL9X
- Paperback ISBN-13: 979-8184859057
Amazon/KDP status
As of June 29, 2026, the Kindle eBook is publishing/in review at $4.99 USD with ASIN B0H6XVP47W. The paperback is publishing at $9.99 USD with ASIN B0H6XXDL9X, ISBN-13 979-8184859057, and public Amazon URL https://www.amazon.com/dp/B0H6XXDL9X.