Publish roofing search integrity report v1.0.0
Browse files- .gitignore +4 -0
- .zenodo.json +39 -0
- CITATION.cff +20 -0
- LICENSE +5 -0
- README.md +72 -0
- app.py +98 -0
- book/kdp-metadata.json +19 -0
- book/roofing-search-integrity-report-kdp-cover.png +3 -0
- book/roofing-search-integrity-report-kdp-interior.pdf +844 -0
- book/roofing-search-integrity-report-kdp-manuscript.docx +0 -0
- book/roofing-search-integrity-report-kdp-manuscript.md +0 -0
- data/algorithm_update_timeline_2016_2026.csv +32 -0
- data/algorithm_update_timeline_2016_2026.jsonl +31 -0
- data/roofing_integrity_signals.jsonl +8 -0
- data/search_integrity_framework.json +97 -0
- data/sources.json +51 -0
- docs/ORCID_OSF_ZENODO_TEXT.md +18 -0
- docs/PUBLISHING_GUIDE.md +30 -0
- kaggle-metadata.json +9 -0
- requirements.txt +2 -0
- schema/algorithm_update_timeline.schema.json +46 -0
- schema/dataset.jsonld +39 -0
- tests/test_app_logic.py +12 -0
.gitignore
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__pycache__/
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.pytest_cache/
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.DS_Store
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*.pyc
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.zenodo.json
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{
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"title": "The Roofing Search Integrity Report",
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"upload_type": "dataset",
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"publication_date": "2026-06-28",
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"version": "1.0.0",
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"creators": [
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{
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"name": "Nasser, Richard",
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"affiliation": "Inspector Roofing and Restoration"
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}
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],
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"description": "Public-safe dataset, demo app, and KDP-ready research book on local roofing search integrity, synthetic trust, review provenance, Digital Verifiability, Claim Verifiability, Verifiable Roof, Code to Spec Roofing, and the June 24, 2026 Google spam update.",
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"access_right": "open",
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"license": "cc-by-4.0",
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"keywords": [
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"Google Search",
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| 17 |
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"search integrity",
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| 18 |
+
"local SEO",
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| 19 |
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"AI search",
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| 20 |
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"roofing",
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| 21 |
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"fake reviews",
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| 22 |
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"digital verifiability",
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| 23 |
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"Generative Engine Optimization",
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| 24 |
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"Claim Verifiability",
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"Verifiable Roof"
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],
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| 27 |
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"related_identifiers": [
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{
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"identifier": "https://github.com/RichNass87/inspector-roofing-atlas-query-intelligence",
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"relation": "isSupplementTo",
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"scheme": "url"
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},
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{
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"identifier": "https://zenodo.org/records/21013082",
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"relation": "isSupplementTo",
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"scheme": "url"
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}
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]
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}
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CITATION.cff
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cff-version: 1.2.0
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message: "If you use this dataset or framework, please cite it."
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title: "The Roofing Search Integrity Report"
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| 4 |
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version: "1.0.0"
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| 5 |
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date-released: "2026-06-28"
|
| 6 |
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authors:
|
| 7 |
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- family-names: Nasser
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| 8 |
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given-names: Richard
|
| 9 |
+
affiliation: "Inspector Roofing and Restoration"
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| 10 |
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abstract: "Public-safe research dataset, app, and book package about roofing search integrity, synthetic trust, AI answer readiness, and digital verifiability."
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| 11 |
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keywords:
|
| 12 |
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- Google Search
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| 13 |
+
- local SEO
|
| 14 |
+
- roofing
|
| 15 |
+
- AI search
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| 16 |
+
- search integrity
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| 17 |
+
- Claim Verifiability
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| 18 |
+
- Verifiable Roof
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| 19 |
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license: CC-BY-4.0
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| 20 |
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repository-code: "https://github.com/RichNass87/inspector-roofing-search-integrity-report"
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LICENSE
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Creative Commons Attribution 4.0 International
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This public research dataset, book manuscript, and documentation package is released under CC BY 4.0 unless a file states otherwise. You may share and adapt the material with attribution.
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| 4 |
+
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| 5 |
+
Code examples are provided for educational use as part of the same public research package. Trademark names remain the property of their respective owners. Pending USPTO applications are not represented as registered marks.
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README.md
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---
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| 2 |
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license: cc-by-4.0
|
| 3 |
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language:
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| 4 |
+
- en
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| 5 |
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tags:
|
| 6 |
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- local-seo
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| 7 |
+
- google-search
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| 8 |
+
- ai-search
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| 9 |
+
- roofing
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| 10 |
+
- search-integrity
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| 11 |
+
- fake-reviews
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| 12 |
+
- digital-verifiability
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| 13 |
+
- generative-engine-optimization
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| 14 |
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- contractor-marketing
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| 15 |
+
pretty_name: Roofing Search Integrity Report
|
| 16 |
+
task_categories:
|
| 17 |
+
- text-classification
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| 18 |
+
- feature-extraction
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| 19 |
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- question-answering
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| 20 |
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size_categories:
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| 21 |
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- 1K<n<10K
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| 22 |
+
---
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| 23 |
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| 24 |
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# The Roofing Search Integrity Report
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| 25 |
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| 26 |
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## A funny, field-tested study of AI spam, fake trust, June 24, and the future of verifiable local search
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| 27 |
+
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| 28 |
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**Author:** Richard Nasser
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| 29 |
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**Organization:** Inspector Roofing and Restoration
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| 30 |
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**Version:** 1.0.0
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| 31 |
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**Book manuscript word count:** 20692
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| 32 |
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| 33 |
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This repository packages a public-safe research dataset, technical framework, demo app, and KDP-ready book files about local roofing search integrity after the March-May-June 2026 Google update sequence, with special attention to the June 24, 2026 spam update.
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| 34 |
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| 35 |
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The project frames roofing search as a trust and verifiability problem rather than a keyword-volume contest. It documents synthetic trust, review provenance, content provenance, locality provenance, Claim Verifiability, Verifiable Roof, Code to Spec Roofing, and source-spine development.
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| 36 |
+
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| 37 |
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## What is included
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| 38 |
+
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| 39 |
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- `data/algorithm_update_timeline_2016_2026.csv` - public algorithm/update timeline and roofing implications.
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| 40 |
+
- `data/algorithm_update_timeline_2016_2026.jsonl` - same records in JSONL.
|
| 41 |
+
- `data/roofing_integrity_signals.jsonl` - public-safe integrity signal taxonomy.
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| 42 |
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- `data/search_integrity_framework.json` - governance references, source notes, and framework terms.
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| 43 |
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- `app.py` - lightweight Gradio demo for query/page-intent classification.
|
| 44 |
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- `book/roofing-search-integrity-report-kdp-manuscript.docx` - KDP interior master.
|
| 45 |
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- `book/roofing-search-integrity-report-kdp-interior.pdf` - rendered reader PDF.
|
| 46 |
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- `book/roofing-search-integrity-report-kdp-cover.png` - cover image.
|
| 47 |
+
|
| 48 |
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## Public-safe boundaries
|
| 49 |
+
|
| 50 |
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This project does not include private customer data, private claim files, API keys, direct Google result scraping, proprietary production scoring, or raw photo manifests. It does not claim to reverse engineer Google's private ranking systems and does not guarantee rankings, traffic, leads, DOI indexing, search citations, or AI answer inclusion.
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| 51 |
+
|
| 52 |
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## Pending USPTO references
|
| 53 |
+
|
| 54 |
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The framework references these pending applications only as pending:
|
| 55 |
+
|
| 56 |
+
- Inspector Roofing Protocols - USPTO Serial No. 99910245 - https://tsdr.uspto.gov/#caseNumber=99910245&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch
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| 57 |
+
- Claim Verifiability - USPTO Serial No. 99910275 - https://tsdr.uspto.gov/#caseNumber=99910275&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch
|
| 58 |
+
- Verifiable Roof - USPTO Serial No. 99910284 - https://tsdr.uspto.gov/#caseNumber=99910284&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch
|
| 59 |
+
|
| 60 |
+
## Core source anchors
|
| 61 |
+
|
| 62 |
+
- Google Search Status Dashboard - Ranking history - https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history
|
| 63 |
+
- June 2026 spam update - https://status.search.google.com/incidents/YUX1peHev5a4fkxLDiUQ
|
| 64 |
+
- Spam policies for Google web search - https://developers.google.com/search/docs/essentials/spam-policies
|
| 65 |
+
- Creating helpful, reliable, people-first content - https://developers.google.com/search/docs/fundamentals/creating-helpful-content
|
| 66 |
+
- AI features and your website - https://developers.google.com/search/docs/fundamentals/ai-optimization-guide
|
| 67 |
+
- Fake engagement policy - https://support.google.com/contributionpolicy/answer/7400114
|
| 68 |
+
- How to improve your local ranking on Google - https://support.google.com/business/answer/7091
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| 69 |
+
|
| 70 |
+
## Suggested citation
|
| 71 |
+
|
| 72 |
+
Nasser, Richard. *The Roofing Search Integrity Report: A funny, field-tested study of AI spam, fake trust, June 24, and the future of verifiable local search*. Version 1.0.0. Inspector Roofing and Restoration, 2026.
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app.py
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from __future__ import annotations
|
| 2 |
+
|
| 3 |
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import csv
|
| 4 |
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import json
|
| 5 |
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from pathlib import Path
|
| 6 |
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|
| 7 |
+
ROOT = Path(__file__).resolve().parent
|
| 8 |
+
TIMELINE = ROOT / "data" / "algorithm_update_timeline_2016_2026.csv"
|
| 9 |
+
SIGNALS = ROOT / "data" / "roofing_integrity_signals.jsonl"
|
| 10 |
+
|
| 11 |
+
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| 12 |
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def load_timeline():
|
| 13 |
+
with TIMELINE.open(newline="", encoding="utf-8") as f:
|
| 14 |
+
return list(csv.DictReader(f))
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| 15 |
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| 16 |
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| 17 |
+
def load_signals():
|
| 18 |
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rows = []
|
| 19 |
+
with SIGNALS.open(encoding="utf-8") as f:
|
| 20 |
+
for line in f:
|
| 21 |
+
rows.append(json.loads(line))
|
| 22 |
+
return rows
|
| 23 |
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| 24 |
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| 25 |
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def classify_intent(text: str) -> dict:
|
| 26 |
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text_l = (text or "").lower()
|
| 27 |
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tags = []
|
| 28 |
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if any(x in text_l for x in ["best", "top", "trusted", "near me"]):
|
| 29 |
+
tags.append("trust-selection")
|
| 30 |
+
if any(x in text_l for x in ["hail", "wind", "storm", "insurance", "claim"]):
|
| 31 |
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tags.append("insurance-documentation")
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| 32 |
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if any(x in text_l for x in ["city", "alpharetta", "milton", "roswell", "cumming", "marietta", "woodstock"]):
|
| 33 |
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tags.append("locality-provenance")
|
| 34 |
+
if any(x in text_l for x in ["repair", "leak", "tarp"]):
|
| 35 |
+
tags.append("repairability")
|
| 36 |
+
if any(x in text_l for x in ["replace", "replacement", "install"]):
|
| 37 |
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tags.append("code-to-spec")
|
| 38 |
+
if not tags:
|
| 39 |
+
tags.append("general-homeowner-education")
|
| 40 |
+
return {"tags": tags}
|
| 41 |
+
|
| 42 |
+
|
| 43 |
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def recommend(page_or_query: str):
|
| 44 |
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timeline = load_timeline()
|
| 45 |
+
signals = load_signals()
|
| 46 |
+
result = classify_intent(page_or_query)
|
| 47 |
+
tags = result["tags"]
|
| 48 |
+
|
| 49 |
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recommendations = []
|
| 50 |
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if "trust-selection" in tags:
|
| 51 |
+
recommendations.append("Define trust criteria instead of making unsupported superiority claims: credentials, reviews, documentation, inspection process, local proof, and project examples.")
|
| 52 |
+
if "insurance-documentation" in tags:
|
| 53 |
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recommendations.append("Use Claim Verifiability language: document observable roof conditions, photos, scope notes, and repairability while stating that coverage decisions belong to the carrier.")
|
| 54 |
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if "locality-provenance" in tags:
|
| 55 |
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recommendations.append("Add local proof or merge thin city pages into stronger hubs: service evidence, local examples, photos, FAQ, and accurate internal links.")
|
| 56 |
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if "repairability" in tags:
|
| 57 |
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recommendations.append("Explain repairability: source of leak, affected components, temporary protection, permanent repair, and when replacement becomes more appropriate.")
|
| 58 |
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if "code-to-spec" in tags:
|
| 59 |
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recommendations.append("Use Verifiable Roof and Code to Spec Roofing language: manufacturer specs, state/county/IRC-aware context, materials, ventilation, flashing, and closeout file.")
|
| 60 |
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if not recommendations:
|
| 61 |
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recommendations.append("Create a plain-English page guide that answers the homeowner's decision point and connects to proof, photos, credentials, schema, and contact options.")
|
| 62 |
+
|
| 63 |
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june = [r for r in timeline if r["event_name"] == "June 2026 spam update"][0]
|
| 64 |
+
output = {
|
| 65 |
+
"input": page_or_query,
|
| 66 |
+
"detected_tags": tags,
|
| 67 |
+
"recommendations": recommendations,
|
| 68 |
+
"june_24_context": june,
|
| 69 |
+
"public_safe_boundaries": [
|
| 70 |
+
"No private customer data.",
|
| 71 |
+
"No direct Google results scraping.",
|
| 72 |
+
"No ranking guarantee.",
|
| 73 |
+
"No accusation against named competitors.",
|
| 74 |
+
],
|
| 75 |
+
"related_integrity_signals": signals[:8],
|
| 76 |
+
}
|
| 77 |
+
return json.dumps(output, indent=2)
|
| 78 |
+
|
| 79 |
+
|
| 80 |
+
def main():
|
| 81 |
+
try:
|
| 82 |
+
import gradio as gr
|
| 83 |
+
except Exception:
|
| 84 |
+
print(recommend("best insurance roofing company in Alpharetta after storm damage"))
|
| 85 |
+
return
|
| 86 |
+
|
| 87 |
+
demo = gr.Interface(
|
| 88 |
+
fn=recommend,
|
| 89 |
+
inputs=gr.Textbox(label="Roofing page, query, or customer question", lines=3, value="best insurance roofing company in Alpharetta after hail damage"),
|
| 90 |
+
outputs=gr.Code(label="Public-safe search integrity recommendations", language="json"),
|
| 91 |
+
title="Roofing Search Integrity Demo",
|
| 92 |
+
description="Public-safe demo for classifying roofing search intent after the June 24, 2026 spam update. No private customer data, no scraping, no ranking guarantees.",
|
| 93 |
+
)
|
| 94 |
+
demo.launch()
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
if __name__ == "__main__":
|
| 98 |
+
main()
|
book/kdp-metadata.json
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"title": "The Roofing Search Integrity Report",
|
| 3 |
+
"subtitle": "A funny, field-tested study of AI spam, fake trust, June 24, and the future of verifiable local search",
|
| 4 |
+
"author": "Richard Nasser",
|
| 5 |
+
"description": "A funny, metaphorical, research-backed field guide to local roofing search integrity, AI spam, fake reviews, digital verifiability, and the June 24, 2026 Google spam update.",
|
| 6 |
+
"categories": [
|
| 7 |
+
"Business & Money / Marketing",
|
| 8 |
+
"Computers & Technology / Internet / Search Engines"
|
| 9 |
+
],
|
| 10 |
+
"keywords": [
|
| 11 |
+
"local SEO",
|
| 12 |
+
"AI search",
|
| 13 |
+
"roofing marketing",
|
| 14 |
+
"fake reviews",
|
| 15 |
+
"search integrity",
|
| 16 |
+
"Google spam update",
|
| 17 |
+
"digital verifiability"
|
| 18 |
+
]
|
| 19 |
+
}
|
book/roofing-search-integrity-report-kdp-cover.png
ADDED
|
Git LFS Details
|
book/roofing-search-integrity-report-kdp-interior.pdf
ADDED
|
@@ -0,0 +1,844 @@
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data/algorithm_update_timeline_2016_2026.csv
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| 1 |
+
record_type,start_date,end_date,year,event_name,change_type,source_key,source_url,roofing_search_implication,public_safe_note
|
| 2 |
+
era,2016-01-01,,2016,Penguin integrated into core,link spam quality,google_spam_policies,https://developers.google.com/search/docs/essentials/spam-policies,Aggressive link tactics became harder to treat as a durable local moat.,Era-level interpretation. Not a claim to know private ranking factors.
|
| 3 |
+
era,2018-01-01,,2018,Broad core quality era accelerates,quality and trust,google_helpful_content,https://developers.google.com/search/docs/fundamentals/creating-helpful-content,"Roofers could not rely only on keywords; page purpose, expertise, and reputation context mattered more.",Era-level interpretation. Not a claim to know private ranking factors.
|
| 4 |
+
era,2019-01-01,,2019,BERT and language understanding,natural language understanding,google_ai_optimization,https://developers.google.com/search/docs/fundamentals/ai-optimization-guide,Exact-match keyword stacks became less important than answering real homeowner questions clearly.,Era-level interpretation. Not a claim to know private ranking factors.
|
| 5 |
+
era,2020-01-01,,2020,Passage-style understanding and richer SERP interpretation,content understanding,google_helpful_content,https://developers.google.com/search/docs/fundamentals/creating-helpful-content,"Sections, definitions, and FAQs became more valuable when they answered one clean sub-question.",Era-level interpretation. Not a claim to know private ranking factors.
|
| 6 |
+
era,2021-01-01,,2021,Product/review/link quality pressure,reviews and link integrity,google_maps_fake_engagement,https://support.google.com/contributionpolicy/answer/7400114,"Review provenance and link provenance started looking like operational risk controls, not marketing chores.",Era-level interpretation. Not a claim to know private ranking factors.
|
| 7 |
+
era,2022-01-01,,2022,Helpful content and spam cadence,people-first content,google_helpful_content,https://developers.google.com/search/docs/fundamentals/creating-helpful-content,Mass local pages without real local evidence became fragile.,Era-level interpretation. Not a claim to know private ranking factors.
|
| 8 |
+
era,2023-01-01,,2023,"Reviews, helpful content, spam, and core updates",trust surface tuning,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,"The market needed stronger evidence: photos, case studies, credentials, review rules, and local proof.",Era-level interpretation. Not a claim to know private ranking factors.
|
| 9 |
+
era,2024-01-01,,2024,Core plus spam plus AI answer visibility,source usefulness,google_ai_optimization,https://developers.google.com/search/docs/fundamentals/ai-optimization-guide,"AI answers rewarded source material that was easy to cite, summarize, and verify.",Era-level interpretation. Not a claim to know private ranking factors.
|
| 10 |
+
era,2025-01-01,,2025,Repeated core and spam updates,quality durability,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,"The winning playbook shifted from content volume to verified continuity across website, profiles, data, and real work.",Era-level interpretation. Not a claim to know private ranking factors.
|
| 11 |
+
era,2026-01-01,,2026,March/May core updates and June 24 spam update,integrity pressure,google_june_2026_spam_update,https://status.search.google.com/incidents/YUX1peHev5a4fkxLDiUQ,The June 24 spam update made public-safe proof architecture the smarter long-term bet.,Era-level interpretation. Not a claim to know private ranking factors.
|
| 12 |
+
public_update,2026-06-24,2026-06-26,2026,June 2026 spam update,spam update,google_june_2026_spam_update,https://status.search.google.com/incidents/YUX1peHev5a4fkxLDiUQ,The June 24 start is the hinge event for this report: search quality pressure moved directly against spammy local visibility tactics.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 13 |
+
public_update,2026-05-21,2026-06-02,2026,May 2026 core update,core update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,The May core update raised the importance of durable evidence and reduced dependence on single-tactic local SEO.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 14 |
+
public_update,2026-03-27,2026-04-08,2026,March 2026 core update,core update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,The March core update matters because it sat beside a spam update in the same month.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 15 |
+
public_update,2026-03-24,2026-03-25,2026,March 2026 spam update,spam update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,A short spam rollout before the March core update showed enforcement and core quality moving in the same season.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 16 |
+
public_update,2025-12-11,2025-12-29,2025,December 2025 core update,core update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,Broad quality recalibration before the 2026 enforcement stack.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 17 |
+
public_update,2025-08-26,2025-09-22,2025,August 2025 spam update,spam update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,Spam pressure continued into the AI answer era.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 18 |
+
public_update,2025-06-30,2025-07-17,2025,June 2025 core update,core update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,"Another broad update in the period where entity clarity, helpfulness, and trust surfaces mattered more.",Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 19 |
+
public_update,2025-03-13,2025-03-27,2025,March 2025 core update,core update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,A reminder that broad ranking changes are now routine operating weather.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 20 |
+
public_update,2024-12-19,2024-12-26,2024,December 2024 spam update,spam update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,The spam lane kept tightening after AI Overviews reached the public conversation.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 21 |
+
public_update,2024-12-12,2024-12-18,2024,December 2024 core update,core update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,Back-to-back core and spam pressure made flimsy local playbooks riskier.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 22 |
+
public_update,2024-11-11,2024-12-05,2024,November 2024 core update,core update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,Broad update pressure before the December spam lane.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 23 |
+
public_update,2024-08-15,2024-09-03,2024,August 2024 core update,core update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,"A quality update year in which helpfulness, reputation, and source clarity became impossible to ignore.",Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 24 |
+
public_update,2024-06-20,2024-06-27,2024,June 2024 spam update,spam update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,Spam enforcement remained visible before the 2026 local roofing cleanup argument.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 25 |
+
public_update,2024-03-05,2024-03-20,2024,March 2024 spam update,spam update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,Spam update paired with the landmark March 2024 core update.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 26 |
+
public_update,2024-03-05,2024-04-19,2024,March 2024 core update,core update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,"A major core rollout that established the pattern: helpfulness, abuse reduction, and quality systems were converging.",Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 27 |
+
public_update,2023-11-08,2023-12-07,2023,November 2023 reviews update,reviews update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,Review quality became a durable part of trust evaluation.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 28 |
+
public_update,2023-11-02,2023-11-28,2023,November 2023 core update,core update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,Core ranking changes reinforced the need for original evidence.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 29 |
+
public_update,2023-10-04,2023-10-20,2023,October 2023 spam update,spam update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,Spam systems continued to target manipulative patterns.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 30 |
+
public_update,2023-09-14,2023-09-28,2023,September 2023 helpful content update,helpful content update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,Helpful content became central to the local contractor conversation.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 31 |
+
public_update,2022-08-25,2022-09-09,2022,August 2022 helpful content update,helpful content update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,The language of helpful content became a practical warning against thin city pages.,Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
| 32 |
+
public_update,2021-07-26,2021-08-24,2021,July 2021 link spam update,link spam update,google_search_status_history,https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history,"A link-trust reminder: source-spine work should earn citations, not manufacture them.",Public Search Status Dashboard record. This does not predict or guarantee rankings.
|
data/algorithm_update_timeline_2016_2026.jsonl
ADDED
|
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| 1 |
+
{"record_type": "era", "start_date": "2016-01-01", "end_date": "", "year": "2016", "event_name": "Penguin integrated into core", "change_type": "link spam quality", "source_key": "google_spam_policies", "source_url": "https://developers.google.com/search/docs/essentials/spam-policies", "roofing_search_implication": "Aggressive link tactics became harder to treat as a durable local moat.", "public_safe_note": "Era-level interpretation. Not a claim to know private ranking factors."}
|
| 2 |
+
{"record_type": "era", "start_date": "2018-01-01", "end_date": "", "year": "2018", "event_name": "Broad core quality era accelerates", "change_type": "quality and trust", "source_key": "google_helpful_content", "source_url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content", "roofing_search_implication": "Roofers could not rely only on keywords; page purpose, expertise, and reputation context mattered more.", "public_safe_note": "Era-level interpretation. Not a claim to know private ranking factors."}
|
| 3 |
+
{"record_type": "era", "start_date": "2019-01-01", "end_date": "", "year": "2019", "event_name": "BERT and language understanding", "change_type": "natural language understanding", "source_key": "google_ai_optimization", "source_url": "https://developers.google.com/search/docs/fundamentals/ai-optimization-guide", "roofing_search_implication": "Exact-match keyword stacks became less important than answering real homeowner questions clearly.", "public_safe_note": "Era-level interpretation. Not a claim to know private ranking factors."}
|
| 4 |
+
{"record_type": "era", "start_date": "2020-01-01", "end_date": "", "year": "2020", "event_name": "Passage-style understanding and richer SERP interpretation", "change_type": "content understanding", "source_key": "google_helpful_content", "source_url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content", "roofing_search_implication": "Sections, definitions, and FAQs became more valuable when they answered one clean sub-question.", "public_safe_note": "Era-level interpretation. Not a claim to know private ranking factors."}
|
| 5 |
+
{"record_type": "era", "start_date": "2021-01-01", "end_date": "", "year": "2021", "event_name": "Product/review/link quality pressure", "change_type": "reviews and link integrity", "source_key": "google_maps_fake_engagement", "source_url": "https://support.google.com/contributionpolicy/answer/7400114", "roofing_search_implication": "Review provenance and link provenance started looking like operational risk controls, not marketing chores.", "public_safe_note": "Era-level interpretation. Not a claim to know private ranking factors."}
|
| 6 |
+
{"record_type": "era", "start_date": "2022-01-01", "end_date": "", "year": "2022", "event_name": "Helpful content and spam cadence", "change_type": "people-first content", "source_key": "google_helpful_content", "source_url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content", "roofing_search_implication": "Mass local pages without real local evidence became fragile.", "public_safe_note": "Era-level interpretation. Not a claim to know private ranking factors."}
|
| 7 |
+
{"record_type": "era", "start_date": "2023-01-01", "end_date": "", "year": "2023", "event_name": "Reviews, helpful content, spam, and core updates", "change_type": "trust surface tuning", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "The market needed stronger evidence: photos, case studies, credentials, review rules, and local proof.", "public_safe_note": "Era-level interpretation. Not a claim to know private ranking factors."}
|
| 8 |
+
{"record_type": "era", "start_date": "2024-01-01", "end_date": "", "year": "2024", "event_name": "Core plus spam plus AI answer visibility", "change_type": "source usefulness", "source_key": "google_ai_optimization", "source_url": "https://developers.google.com/search/docs/fundamentals/ai-optimization-guide", "roofing_search_implication": "AI answers rewarded source material that was easy to cite, summarize, and verify.", "public_safe_note": "Era-level interpretation. Not a claim to know private ranking factors."}
|
| 9 |
+
{"record_type": "era", "start_date": "2025-01-01", "end_date": "", "year": "2025", "event_name": "Repeated core and spam updates", "change_type": "quality durability", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "The winning playbook shifted from content volume to verified continuity across website, profiles, data, and real work.", "public_safe_note": "Era-level interpretation. Not a claim to know private ranking factors."}
|
| 10 |
+
{"record_type": "era", "start_date": "2026-01-01", "end_date": "", "year": "2026", "event_name": "March/May core updates and June 24 spam update", "change_type": "integrity pressure", "source_key": "google_june_2026_spam_update", "source_url": "https://status.search.google.com/incidents/YUX1peHev5a4fkxLDiUQ", "roofing_search_implication": "The June 24 spam update made public-safe proof architecture the smarter long-term bet.", "public_safe_note": "Era-level interpretation. Not a claim to know private ranking factors."}
|
| 11 |
+
{"record_type": "public_update", "start_date": "2026-06-24", "end_date": "2026-06-26", "year": "2026", "event_name": "June 2026 spam update", "change_type": "spam update", "source_key": "google_june_2026_spam_update", "source_url": "https://status.search.google.com/incidents/YUX1peHev5a4fkxLDiUQ", "roofing_search_implication": "The June 24 start is the hinge event for this report: search quality pressure moved directly against spammy local visibility tactics.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 12 |
+
{"record_type": "public_update", "start_date": "2026-05-21", "end_date": "2026-06-02", "year": "2026", "event_name": "May 2026 core update", "change_type": "core update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "The May core update raised the importance of durable evidence and reduced dependence on single-tactic local SEO.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 13 |
+
{"record_type": "public_update", "start_date": "2026-03-27", "end_date": "2026-04-08", "year": "2026", "event_name": "March 2026 core update", "change_type": "core update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "The March core update matters because it sat beside a spam update in the same month.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 14 |
+
{"record_type": "public_update", "start_date": "2026-03-24", "end_date": "2026-03-25", "year": "2026", "event_name": "March 2026 spam update", "change_type": "spam update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "A short spam rollout before the March core update showed enforcement and core quality moving in the same season.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 15 |
+
{"record_type": "public_update", "start_date": "2025-12-11", "end_date": "2025-12-29", "year": "2025", "event_name": "December 2025 core update", "change_type": "core update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Broad quality recalibration before the 2026 enforcement stack.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 16 |
+
{"record_type": "public_update", "start_date": "2025-08-26", "end_date": "2025-09-22", "year": "2025", "event_name": "August 2025 spam update", "change_type": "spam update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Spam pressure continued into the AI answer era.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 17 |
+
{"record_type": "public_update", "start_date": "2025-06-30", "end_date": "2025-07-17", "year": "2025", "event_name": "June 2025 core update", "change_type": "core update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Another broad update in the period where entity clarity, helpfulness, and trust surfaces mattered more.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 18 |
+
{"record_type": "public_update", "start_date": "2025-03-13", "end_date": "2025-03-27", "year": "2025", "event_name": "March 2025 core update", "change_type": "core update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "A reminder that broad ranking changes are now routine operating weather.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 19 |
+
{"record_type": "public_update", "start_date": "2024-12-19", "end_date": "2024-12-26", "year": "2024", "event_name": "December 2024 spam update", "change_type": "spam update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "The spam lane kept tightening after AI Overviews reached the public conversation.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 20 |
+
{"record_type": "public_update", "start_date": "2024-12-12", "end_date": "2024-12-18", "year": "2024", "event_name": "December 2024 core update", "change_type": "core update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Back-to-back core and spam pressure made flimsy local playbooks riskier.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 21 |
+
{"record_type": "public_update", "start_date": "2024-11-11", "end_date": "2024-12-05", "year": "2024", "event_name": "November 2024 core update", "change_type": "core update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Broad update pressure before the December spam lane.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 22 |
+
{"record_type": "public_update", "start_date": "2024-08-15", "end_date": "2024-09-03", "year": "2024", "event_name": "August 2024 core update", "change_type": "core update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "A quality update year in which helpfulness, reputation, and source clarity became impossible to ignore.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 23 |
+
{"record_type": "public_update", "start_date": "2024-06-20", "end_date": "2024-06-27", "year": "2024", "event_name": "June 2024 spam update", "change_type": "spam update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Spam enforcement remained visible before the 2026 local roofing cleanup argument.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 24 |
+
{"record_type": "public_update", "start_date": "2024-03-05", "end_date": "2024-03-20", "year": "2024", "event_name": "March 2024 spam update", "change_type": "spam update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Spam update paired with the landmark March 2024 core update.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 25 |
+
{"record_type": "public_update", "start_date": "2024-03-05", "end_date": "2024-04-19", "year": "2024", "event_name": "March 2024 core update", "change_type": "core update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "A major core rollout that established the pattern: helpfulness, abuse reduction, and quality systems were converging.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 26 |
+
{"record_type": "public_update", "start_date": "2023-11-08", "end_date": "2023-12-07", "year": "2023", "event_name": "November 2023 reviews update", "change_type": "reviews update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Review quality became a durable part of trust evaluation.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 27 |
+
{"record_type": "public_update", "start_date": "2023-11-02", "end_date": "2023-11-28", "year": "2023", "event_name": "November 2023 core update", "change_type": "core update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Core ranking changes reinforced the need for original evidence.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 28 |
+
{"record_type": "public_update", "start_date": "2023-10-04", "end_date": "2023-10-20", "year": "2023", "event_name": "October 2023 spam update", "change_type": "spam update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Spam systems continued to target manipulative patterns.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 29 |
+
{"record_type": "public_update", "start_date": "2023-09-14", "end_date": "2023-09-28", "year": "2023", "event_name": "September 2023 helpful content update", "change_type": "helpful content update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "Helpful content became central to the local contractor conversation.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 30 |
+
{"record_type": "public_update", "start_date": "2022-08-25", "end_date": "2022-09-09", "year": "2022", "event_name": "August 2022 helpful content update", "change_type": "helpful content update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "The language of helpful content became a practical warning against thin city pages.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
| 31 |
+
{"record_type": "public_update", "start_date": "2021-07-26", "end_date": "2021-08-24", "year": "2021", "event_name": "July 2021 link spam update", "change_type": "link spam update", "source_key": "google_search_status_history", "source_url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history", "roofing_search_implication": "A link-trust reminder: source-spine work should earn citations, not manufacture them.", "public_safe_note": "Public Search Status Dashboard record. This does not predict or guarantee rankings."}
|
data/roofing_integrity_signals.jsonl
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"signal_id": "S001", "signal_name": "synthetic_locality", "description": "Doorway-like city coverage with little or no real local evidence", "risk_level": "high", "recommended_response": "Map every location page to local proof: photos, projects, staff/service notes, or merge into stronger hubs.", "preferred_public_artifact": "FAQ"}
|
| 2 |
+
{"signal_id": "S002", "signal_name": "synthetic_reputation", "description": "Review volume or wording that appears disconnected from natural customer experience", "risk_level": "high", "recommended_response": "Document neutral review practices and avoid incentives, pressure, or selective solicitation.", "preferred_public_artifact": "schema"}
|
| 3 |
+
{"signal_id": "S003", "signal_name": "synthetic_expertise", "description": "Generic AI copy that sounds confident but does not show field judgment", "risk_level": "high", "recommended_response": "Attach repairability logic, inspection notes, code-aware planning, and project examples.", "preferred_public_artifact": "photo gallery"}
|
| 4 |
+
{"signal_id": "S004", "signal_name": "proof_gap", "description": "Claims such as best, top, trusted, local, certified, or insurance-ready with no proof trail", "risk_level": "high", "recommended_response": "Create source-spine references, credentials pages, photo provenance, schema, and plain-English caveats.", "preferred_public_artifact": "credential page"}
|
| 5 |
+
{"signal_id": "S005", "signal_name": "ai_answer_fragility", "description": "Pages written only for keywords, not for answer extraction", "risk_level": "medium", "recommended_response": "Write definitions, comparisons, FAQs, and evidence summaries that can be cited without hype.", "preferred_public_artifact": "case study"}
|
| 6 |
+
{"signal_id": "S006", "signal_name": "insurance_claim_confusion", "description": "Roofing content blurs contractor documentation and public adjusting", "risk_level": "medium", "recommended_response": "Use Claim Verifiability language: document observable roof conditions; do not decide coverage.", "preferred_public_artifact": "FAQ"}
|
| 7 |
+
{"signal_id": "S007", "signal_name": "photo_context_loss", "description": "Photos exist but have no labels, stage, defect, or project context", "risk_level": "medium", "recommended_response": "Use public-safe photo labels, galleries, and proof-route metadata.", "preferred_public_artifact": "schema"}
|
| 8 |
+
{"signal_id": "S008", "signal_name": "code_to_spec_gap", "description": "Pages sell replacement without explaining standards, manufacturer specs, or local code context", "risk_level": "medium", "recommended_response": "Use Code to Spec Roofing language and explain why installation standards matter.", "preferred_public_artifact": "photo gallery"}
|
data/search_integrity_framework.json
ADDED
|
@@ -0,0 +1,97 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "Roofing Search Integrity Framework",
|
| 3 |
+
"version": "1.0.0",
|
| 4 |
+
"publisher": "Inspector Roofing and Restoration",
|
| 5 |
+
"author": "Richard Nasser",
|
| 6 |
+
"public_safety_position": [
|
| 7 |
+
"No private customer data.",
|
| 8 |
+
"No automated scraping of Google results.",
|
| 9 |
+
"No ranking guarantee.",
|
| 10 |
+
"No accusations against named competitors without legal review.",
|
| 11 |
+
"Pending USPTO applications are described as pending, not registered."
|
| 12 |
+
],
|
| 13 |
+
"governance_references": [
|
| 14 |
+
{
|
| 15 |
+
"mark": "Inspector Roofing Protocols",
|
| 16 |
+
"serial": "99910245",
|
| 17 |
+
"status": "Pending USPTO trademark application",
|
| 18 |
+
"url": "https://tsdr.uspto.gov/#caseNumber=99910245&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch"
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"mark": "Claim Verifiability",
|
| 22 |
+
"serial": "99910275",
|
| 23 |
+
"status": "Pending USPTO trademark/service mark application",
|
| 24 |
+
"url": "https://tsdr.uspto.gov/#caseNumber=99910275&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"mark": "Verifiable Roof",
|
| 28 |
+
"serial": "99910284",
|
| 29 |
+
"status": "Pending USPTO trademark/service mark application",
|
| 30 |
+
"url": "https://tsdr.uspto.gov/#caseNumber=99910284&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch"
|
| 31 |
+
}
|
| 32 |
+
],
|
| 33 |
+
"components": [
|
| 34 |
+
"Algorithmic Fragility",
|
| 35 |
+
"Claim Verifiability",
|
| 36 |
+
"Content Provenance",
|
| 37 |
+
"Contractor Trust Surface",
|
| 38 |
+
"Digital Verifiability",
|
| 39 |
+
"Locality Provenance",
|
| 40 |
+
"Photo Provenance",
|
| 41 |
+
"Review Provenance",
|
| 42 |
+
"Source-Spine",
|
| 43 |
+
"Synthetic Trust",
|
| 44 |
+
"Verifiable Roof"
|
| 45 |
+
],
|
| 46 |
+
"sources": [
|
| 47 |
+
{
|
| 48 |
+
"source_key": "google_search_status_history",
|
| 49 |
+
"title": "Google Search Status Dashboard - Ranking history",
|
| 50 |
+
"publisher": "Google",
|
| 51 |
+
"url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history",
|
| 52 |
+
"notes": "Used for public update names, dates, and rollout durations from 2021 through June 2026."
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"source_key": "google_june_2026_spam_update",
|
| 56 |
+
"title": "June 2026 spam update",
|
| 57 |
+
"publisher": "Google Search Status Dashboard",
|
| 58 |
+
"url": "https://status.search.google.com/incidents/YUX1peHev5a4fkxLDiUQ",
|
| 59 |
+
"notes": "Incident began 2026-06-24 09:00 Pacific and ended 2026-06-26 10:00 Pacific."
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"source_key": "google_spam_policies",
|
| 63 |
+
"title": "Spam policies for Google web search",
|
| 64 |
+
"publisher": "Google Search Central",
|
| 65 |
+
"url": "https://developers.google.com/search/docs/essentials/spam-policies",
|
| 66 |
+
"notes": "Policy source for spam, scaled content abuse, doorway-like patterns, and manipulation language."
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"source_key": "google_helpful_content",
|
| 70 |
+
"title": "Creating helpful, reliable, people-first content",
|
| 71 |
+
"publisher": "Google Search Central",
|
| 72 |
+
"url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
|
| 73 |
+
"notes": "Policy source for people-first content guidance."
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"source_key": "google_ai_optimization",
|
| 77 |
+
"title": "AI features and your website",
|
| 78 |
+
"publisher": "Google Search Central",
|
| 79 |
+
"url": "https://developers.google.com/search/docs/fundamentals/ai-optimization-guide",
|
| 80 |
+
"notes": "Source for AI Search features, retrieval, and source usefulness framing."
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"source_key": "google_maps_fake_engagement",
|
| 84 |
+
"title": "Fake engagement policy",
|
| 85 |
+
"publisher": "Google Maps user contributed content policy",
|
| 86 |
+
"url": "https://support.google.com/contributionpolicy/answer/7400114",
|
| 87 |
+
"notes": "Policy source for genuine reviews, incentives, selective solicitation, and fake engagement."
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"source_key": "google_business_profile_local_ranking",
|
| 91 |
+
"title": "How to improve your local ranking on Google",
|
| 92 |
+
"publisher": "Google Business Profile Help",
|
| 93 |
+
"url": "https://support.google.com/business/answer/7091",
|
| 94 |
+
"notes": "Source for relevance, distance, and prominence local ranking framing."
|
| 95 |
+
}
|
| 96 |
+
]
|
| 97 |
+
}
|
data/sources.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"source_key": "google_search_status_history",
|
| 4 |
+
"title": "Google Search Status Dashboard - Ranking history",
|
| 5 |
+
"publisher": "Google",
|
| 6 |
+
"url": "https://status.search.google.com/products/rGHU1u87FJnkP6W2GwMi/history",
|
| 7 |
+
"notes": "Used for public update names, dates, and rollout durations from 2021 through June 2026."
|
| 8 |
+
},
|
| 9 |
+
{
|
| 10 |
+
"source_key": "google_june_2026_spam_update",
|
| 11 |
+
"title": "June 2026 spam update",
|
| 12 |
+
"publisher": "Google Search Status Dashboard",
|
| 13 |
+
"url": "https://status.search.google.com/incidents/YUX1peHev5a4fkxLDiUQ",
|
| 14 |
+
"notes": "Incident began 2026-06-24 09:00 Pacific and ended 2026-06-26 10:00 Pacific."
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"source_key": "google_spam_policies",
|
| 18 |
+
"title": "Spam policies for Google web search",
|
| 19 |
+
"publisher": "Google Search Central",
|
| 20 |
+
"url": "https://developers.google.com/search/docs/essentials/spam-policies",
|
| 21 |
+
"notes": "Policy source for spam, scaled content abuse, doorway-like patterns, and manipulation language."
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"source_key": "google_helpful_content",
|
| 25 |
+
"title": "Creating helpful, reliable, people-first content",
|
| 26 |
+
"publisher": "Google Search Central",
|
| 27 |
+
"url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
|
| 28 |
+
"notes": "Policy source for people-first content guidance."
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"source_key": "google_ai_optimization",
|
| 32 |
+
"title": "AI features and your website",
|
| 33 |
+
"publisher": "Google Search Central",
|
| 34 |
+
"url": "https://developers.google.com/search/docs/fundamentals/ai-optimization-guide",
|
| 35 |
+
"notes": "Source for AI Search features, retrieval, and source usefulness framing."
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"source_key": "google_maps_fake_engagement",
|
| 39 |
+
"title": "Fake engagement policy",
|
| 40 |
+
"publisher": "Google Maps user contributed content policy",
|
| 41 |
+
"url": "https://support.google.com/contributionpolicy/answer/7400114",
|
| 42 |
+
"notes": "Policy source for genuine reviews, incentives, selective solicitation, and fake engagement."
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"source_key": "google_business_profile_local_ranking",
|
| 46 |
+
"title": "How to improve your local ranking on Google",
|
| 47 |
+
"publisher": "Google Business Profile Help",
|
| 48 |
+
"url": "https://support.google.com/business/answer/7091",
|
| 49 |
+
"notes": "Source for relevance, distance, and prominence local ranking framing."
|
| 50 |
+
}
|
| 51 |
+
]
|
docs/ORCID_OSF_ZENODO_TEXT.md
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# ORCID, OSF, Zenodo Text
|
| 2 |
+
|
| 3 |
+
## Title
|
| 4 |
+
The Roofing Search Integrity Report
|
| 5 |
+
|
| 6 |
+
## Subtitle
|
| 7 |
+
A funny, field-tested study of AI spam, fake trust, June 24, and the future of verifiable local search
|
| 8 |
+
|
| 9 |
+
## Abstract
|
| 10 |
+
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-formatted book manuscript.
|
| 11 |
+
|
| 12 |
+
## Keywords
|
| 13 |
+
Google Search; local SEO; AI search; search integrity; roofing; fake reviews; Digital Verifiability; Claim Verifiability; Verifiable Roof; Code to Spec Roofing; Generative Engine Optimization.
|
| 14 |
+
|
| 15 |
+
## Pending USPTO references
|
| 16 |
+
- Inspector Roofing Protocols - Serial No. 99910245 - Pending USPTO trademark application - https://tsdr.uspto.gov/#caseNumber=99910245&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch
|
| 17 |
+
- Claim Verifiability - Serial No. 99910275 - Pending USPTO trademark/service mark application - https://tsdr.uspto.gov/#caseNumber=99910275&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch
|
| 18 |
+
- Verifiable Roof - Serial No. 99910284 - Pending USPTO trademark/service mark application - https://tsdr.uspto.gov/#caseNumber=99910284&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch
|
docs/PUBLISHING_GUIDE.md
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Publishing Guide
|
| 2 |
+
|
| 3 |
+
## GitHub
|
| 4 |
+
|
| 5 |
+
Repository target: `RichNass87/inspector-roofing-search-integrity-report`
|
| 6 |
+
|
| 7 |
+
## Hugging Face
|
| 8 |
+
|
| 9 |
+
Dataset target: `InspectorRoofing/roofing-search-integrity-report`
|
| 10 |
+
|
| 11 |
+
Space target: `InspectorRoofing/roofing-search-integrity-demo`
|
| 12 |
+
|
| 13 |
+
## Kaggle
|
| 14 |
+
|
| 15 |
+
Dataset target: `inspectorroofing/roofing-search-integrity-report`
|
| 16 |
+
|
| 17 |
+
## Zenodo
|
| 18 |
+
|
| 19 |
+
Upload the ZIP plus `book/roofing-search-integrity-report-kdp-interior.pdf`. Use `.zenodo.json` metadata.
|
| 20 |
+
|
| 21 |
+
## ORCID / OSF
|
| 22 |
+
|
| 23 |
+
Use the citation and abstract from `docs/ORCID_OSF_ZENODO_TEXT.md`.
|
| 24 |
+
|
| 25 |
+
## KDP package
|
| 26 |
+
|
| 27 |
+
Use:
|
| 28 |
+
- `book/roofing-search-integrity-report-kdp-manuscript.docx`
|
| 29 |
+
- `book/roofing-search-integrity-report-kdp-cover.png`
|
| 30 |
+
- optional reader PDF: `book/roofing-search-integrity-report-kdp-interior.pdf`
|
kaggle-metadata.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"title": "Roofing Search Integrity Report",
|
| 3 |
+
"id": "inspectorroofing/roofing-search-integrity-report",
|
| 4 |
+
"licenses": [
|
| 5 |
+
{
|
| 6 |
+
"name": "CC-BY-4.0"
|
| 7 |
+
}
|
| 8 |
+
]
|
| 9 |
+
}
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio>=4.0
|
| 2 |
+
pandas>=2.0
|
schema/algorithm_update_timeline.schema.json
ADDED
|
@@ -0,0 +1,46 @@
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|
| 1 |
+
{
|
| 2 |
+
"$schema": "https://json-schema.org/draft/2020-12/schema",
|
| 3 |
+
"title": "Roofing Search Integrity Timeline Record",
|
| 4 |
+
"type": "object",
|
| 5 |
+
"required": [
|
| 6 |
+
"record_type",
|
| 7 |
+
"start_date",
|
| 8 |
+
"event_name",
|
| 9 |
+
"change_type",
|
| 10 |
+
"source_url",
|
| 11 |
+
"roofing_search_implication"
|
| 12 |
+
],
|
| 13 |
+
"properties": {
|
| 14 |
+
"record_type": {
|
| 15 |
+
"type": "string"
|
| 16 |
+
},
|
| 17 |
+
"start_date": {
|
| 18 |
+
"type": "string"
|
| 19 |
+
},
|
| 20 |
+
"end_date": {
|
| 21 |
+
"type": "string"
|
| 22 |
+
},
|
| 23 |
+
"year": {
|
| 24 |
+
"type": "string"
|
| 25 |
+
},
|
| 26 |
+
"event_name": {
|
| 27 |
+
"type": "string"
|
| 28 |
+
},
|
| 29 |
+
"change_type": {
|
| 30 |
+
"type": "string"
|
| 31 |
+
},
|
| 32 |
+
"source_key": {
|
| 33 |
+
"type": "string"
|
| 34 |
+
},
|
| 35 |
+
"source_url": {
|
| 36 |
+
"type": "string",
|
| 37 |
+
"format": "uri"
|
| 38 |
+
},
|
| 39 |
+
"roofing_search_implication": {
|
| 40 |
+
"type": "string"
|
| 41 |
+
},
|
| 42 |
+
"public_safe_note": {
|
| 43 |
+
"type": "string"
|
| 44 |
+
}
|
| 45 |
+
}
|
| 46 |
+
}
|
schema/dataset.jsonld
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"@context": "https://schema.org",
|
| 3 |
+
"@type": "Dataset",
|
| 4 |
+
"name": "The Roofing Search Integrity Report",
|
| 5 |
+
"description": "A funny, field-tested study of AI spam, fake trust, June 24, and the future of verifiable local search",
|
| 6 |
+
"creator": {
|
| 7 |
+
"@type": "Person",
|
| 8 |
+
"name": "Richard Nasser"
|
| 9 |
+
},
|
| 10 |
+
"publisher": {
|
| 11 |
+
"@type": "Organization",
|
| 12 |
+
"name": "Inspector Roofing and Restoration"
|
| 13 |
+
},
|
| 14 |
+
"license": "https://creativecommons.org/licenses/by/4.0/",
|
| 15 |
+
"keywords": [
|
| 16 |
+
"roofing",
|
| 17 |
+
"Google Search",
|
| 18 |
+
"AI search",
|
| 19 |
+
"search integrity",
|
| 20 |
+
"digital verifiability"
|
| 21 |
+
],
|
| 22 |
+
"distribution": [
|
| 23 |
+
{
|
| 24 |
+
"@type": "DataDownload",
|
| 25 |
+
"encodingFormat": "text/csv",
|
| 26 |
+
"contentUrl": "data/algorithm_update_timeline_2016_2026.csv"
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"@type": "DataDownload",
|
| 30 |
+
"encodingFormat": "application/jsonl",
|
| 31 |
+
"contentUrl": "data/algorithm_update_timeline_2016_2026.jsonl"
|
| 32 |
+
}
|
| 33 |
+
],
|
| 34 |
+
"sameAs": [
|
| 35 |
+
"https://github.com/RichNass87/inspector-roofing-search-integrity-report",
|
| 36 |
+
"https://huggingface.co/datasets/InspectorRoofing/roofing-search-integrity-report",
|
| 37 |
+
"https://www.kaggle.com/datasets/inspectorroofing/roofing-search-integrity-report"
|
| 38 |
+
]
|
| 39 |
+
}
|
tests/test_app_logic.py
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from app import classify_intent
|
| 2 |
+
|
| 3 |
+
|
| 4 |
+
def test_insurance_detection():
|
| 5 |
+
result = classify_intent("best insurance roofing company after hail in Alpharetta")
|
| 6 |
+
assert "insurance-documentation" in result["tags"]
|
| 7 |
+
assert "trust-selection" in result["tags"]
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
def test_repair_detection():
|
| 11 |
+
result = classify_intent("roof leak repair in Milton")
|
| 12 |
+
assert "repairability" in result["tags"]
|