Read-only local campaign artifact

metehan-aeo-retained-source-audit.md

direct-seo-wave-32/metehan-aeo-retained-source-audit.md

# Metehan AEO: Retained-Source Audit and Validation Matrix

**Run mode:** offline source review and planning matrix

**Status:** PARTIAL

## What was actually evaluated

The retained homepage text was evaluated for passage isolation, explicit entities, conditions, and direct-answer opportunities. No AI platform, SERP, CC Rank, server log, API, crawler, performance, or WordPress endpoint was contacted.

## Machine-readable copy observations

| Lens | Local finding | Recommended corrective input |
|---|---|---|
| Structural fitness | Flattened source exposes service labels and FAQ text but cannot show actual HTML heading hierarchy or section size. | Fresh HTML plus a render capture |
| Selection criteria | Source includes unsupported credibility and scale claims in this evidence set. | Evidence packet for each trust statement or removal |
| Extractability | Several service lines are generic or appear mismatched to cleaning work. | Owner-approved service wording with explicit subject and scope |
| Entity completeness | Brand, city, address, and phone appear; verified ownership, author, policy, and service boundaries do not. | Canonical business data and approved entity facts |
| Natural language quality | The FAQ is clearer than duplicated body copy. | Consolidate around an approved service taxonomy |

## Local query fan-out draft

These are planning hypotheses from retained service labels. They are not validated AI-generated sub-queries or keyword data.

| Category | Candidate | Planned page or section |
|---|---|---|
| Related | house cleaning Sarasota | Service hub |
| Related | deep cleaning Sarasota | Deep-cleaning scope page |
| Implicit | what is included in routine house cleaning | Routine service FAQ |
| Implicit | how to prepare for house cleaning | Preparation guide |
| Comparative | deep cleaning vs standard cleaning | Comparison section |
| Comparative | one-time vs recurring house cleaning | Booking-options section |
| Procedural | how to schedule a house cleaning estimate | Approved estimate-process section |
| Procedural | move-out cleaning checklist Sarasota | Move-out guide |
| Contextual | Airbnb turnover cleaning Sarasota | Rental-turnover page |
| Contextual | green cleaning products for homes | Product-policy page if substantiated |

## RRF and citation validation boundary

No ranks exist in this run. Therefore no RRF score can be calculated, no citation threshold can be tested, and no platform citation result is reported.

| Required validation | Current status | Exact gate |
|---|---|---|
| Query fan-out evidence | Not run | Permitted live SERP or approved data provider |
| RRF position matrix | Not run | Dated ranks for each approved candidate query |
| Temperature-zero brand probe | Not run | Approved model/API access and a bounded prompt ledger |
| AI citation matrix | Not run | Permitted dated runs on target platforms |
| Bot crawl review | Not run | Server-log access or approved hosting export |
| LLM footprint implementation | Not run | Fresh markup, verified author/entity facts, and staged CMS approval |

## Pre-publication AEO checklist

1. Validate the approved homepage service taxonomy and remove unrelated copy.
2. Write answer-first service sections using only verified scope and policy facts.
3. Keep each section self-contained: name the service, place, condition, and action without unresolved pronouns.
4. Add author, organization, and page schema only from verified data and only in a staging environment.
5. Use no citation, authority, review, credential, or performance claim without traceable evidence.
6. Establish the dated baseline before measuring an AEO change.