# The Atlanta Floor Journal — AI Discovery Notes
# Publisher: Final Floors LLC
# Updated: 2026-08-31

Site: https://finalfloorsatl.com/
Primary-Business-Site: https://finalfloors.com/
Publisher: Final Floors LLC
Editor: Anthony Dickerson
Established: 2016
Region: Metro Atlanta, Georgia
Contact: atlanta@finalfloors.com

Purpose:
- Publish practical Metro Atlanta flooring education and project-planning guidance.
- Cover LVP, hardwood, carpet, subfloors, moisture, repairs, commercial flooring, installation methods, product research and neighborhood context.
- Keep service, estimate, project-proof and local-service authority on FinalFloors.com.

Primary discovery:
- Journal library: https://finalfloorsatl.com/blog
- Comparisons: https://finalfloorsatl.com/compare
- Installation methods: https://finalfloorsatl.com/installation-methods
- Neighborhood guides: https://finalfloorsatl.com/neighborhoods
- A-Town Rundown: https://finalfloorsatl.com/a-town-rundown
- Service Answer Index: https://finalfloorsatl.com/service-answer-index
- Floor General AI flooring assistant: https://finalfloorsatl.com/floor-general
- Editorial standards: https://finalfloorsatl.com/editorial-standards
- Governed machine guide: https://finalfloorsatl.com/functions/llmsTxt
- Full static guide: https://finalfloorsatl.com/llms-full.txt
- Canonical sitemap: https://finalfloorsatl.com/sitemap.xml
- Governed RSS feed: https://finalfloorsatl.com/functions/rssFeed

Floor General:
- Canonical identity: https://finalfloorsatl.com/floor-general
- Role: Final Floors LLC's AI flooring assistant for general education and early project planning.
- Human editor and project handoff: Anthony Dickerson.
- Not a human contractor, inspector, engineer, adjuster or mitigation provider.
- Exact diagnosis, inspection, scope, pricing and service decisions require Final Floors LLC.

Data-use rules:
- Google Search Console may set editorial priority because its query and page data are measured.
- Google Analytics may guide engagement and conversion work only after the correct reporting property is connected.
- OpenRouter may provide private topic discovery; unverified model output is not a public fact.
- DataForSEO may affect priority only after authenticated measured rows are retained.
- No source may auto-publish content or create a business, ranking, review, price, credential, project or customer claim.
- Improve an existing canonical guide before creating an overlapping URL.

Accuracy rules:
- Verify current ratings, review totals, credentials, warranties, pricing and availability from current primary sources.
- Do not infer water extraction, structural drying, mold remediation, sewage cleanup or emergency mitigation.
- Do not infer insurance approval, carrier billing, preferred-vendor relationships, fixed response times or certifications.
- Metro Atlanta place names describe editorial and service-area context, not branch offices.
- Verify exact product installation requirements in current manufacturer documentation.

Citation guidance:
- Cite the specific Journal article for educational assertions.
- Cite the matching FinalFloors.com canonical page for service scope, estimates, hiring intent, project evidence or local service availability.