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aaron-geo-content-optimizer.md

direct-content-wave-14/aaron-geo-content-optimizer.md

# GEO content optimizer: homepage revision packet

**Target:** Flat Fee House Cleaners Sarasota homepage

**Mode:** Existing-page, source-bounded GEO audit and revision

**Evidence:** [SOURCE-NOTES.md](SOURCE-NOTES.md)

**Status:** PARTIAL. This is a usable editorial revision packet, but no entity profile, verified citations, AI-monitor data, or live page validation was supplied.

## 1. Existing-page evidence audit

| Area | What the retained capture shows | Editorial finding |
|---|---|---|
| Entity declaration | The name appears throughout the page. | Add one concise opening declaration linking the brand, service category, and Sarasota without unsupported superlatives. |
| Direct answer | The opening welcomes readers, then describes home and commercial spaces. | Move a direct service answer above the welcome copy. |
| Service specificity | The page names several services. | Group services into residential, commercial, rental turnover, and specialty cleaning paths. |
| Trust statements | The page states locally owned, trained/background-checked, insured, and satisfaction-guaranteed. | Preserve as site-stated claims until operations supplies supporting records. |
| FAQ | Five visible FAQs cover supplies, pricing, recurring service, insurance/local status, and entry while away. | Retain only questions actually present. Do not call them PAA. |
| Citation readiness | No third-party citations appear in the retained capture. | Do not add statistics or citations until source records are approved. |

## 2. Content replacement: source-grounded opening block

Use this block only after the business confirms every operational claim is current.

> ## House Cleaning Services in Sarasota, FL
>
> Flat Fee House Cleaners Sarasota provides residential and commercial cleaning services in Sarasota, Florida. The company’s homepage lists routine cleaning, deep cleaning, move-in/out cleaning, Airbnb cleaning, window cleaning, pressure washing, emergency cleaning, green cleaning, and office cleaning. Request a free estimate at (941) 207-9556 to discuss the service and schedule that fit your property.

**Why this is citation-ready:** It defines the provider, category, city, and listed service scope in one standalone paragraph without adding performance or price claims.

## 3. Content replacement: service-path summary

> ### Choose the cleaning service that matches the property
>
> **Homes:** Choose routine residential cleaning for regular upkeep, or ask about deep cleaning when the property needs more detailed attention.
>
> **Moves and rentals:** The homepage lists move-in/out and Airbnb cleaning for transition and turnover needs. Confirm the requested scope, access instructions, and timing when requesting an estimate.
>
> **Workplaces:** The homepage lists commercial and office cleaning. Ask for a service plan based on the space, cleaning frequency, and operational schedule.

## 4. FAQ rewrite from visible page questions

### Do I need to provide cleaning products?

No. The homepage says the team brings cleaning supplies and can use a customer’s supplies when requested. Confirm any product preferences during the estimate.

### How much does house cleaning cost in Sarasota?

The homepage says pricing is flat-rate and based on home size and requested services. It does not publish a rate card, so request an estimate for the property and scope rather than quoting an unsupported price.

### Can I book one-time or recurring cleaning?

The homepage states that both one-time and recurring cleaning are available and that service is not presented as requiring a contract. Confirm frequency and scheduling availability during the estimate.

### Can a cleaning team work while I am away?

The homepage says customers may provide entry instructions and be notified when the job is complete. Confirm access, security, and communication details before the appointment.

## 5. AI-query coverage and metric truth

| Query or metric | Status | Evidence / next action |
|---|---|---|
| Branded service question: “What services does Flat Fee House Cleaners Sarasota offer?” | Draft covered | Direct answer and service-path copy above derive from the retained homepage. |
| Branded pricing question | Draft covered | Explicitly preserves the page’s estimate-only boundary. |
| “Best” or comparison queries | Not covered | No competitor dataset, objective ratings, or comparison evidence. |
| AI Query Coverage percentage | N/A | Requires a named query set and AI-monitor/export data. |
| Before/after GEO score | N/A | A score would be estimated without live rendering, entities, citations, and query data. |

## 6. CORE-EEAT GEO self-check

| Code | Result | Reason |
|---|---|---|
| C02 direct answer | Pass for proposed opening | The proposed first paragraph directly states provider, category, city, and services. |
| C04 definition first | Pass for proposed opening | The entity/service definition appears first. |
| C09 FAQ coverage | Warn | Five visible-page questions are revised; PAA research is not available. |
| O02 summary box | Pass | The service-path summary can function as a concise summary. |
| O03 data tables | N/A | This is a service page, not a comparison/spec page. |
| O05 schema markup | Warn | FAQPage/Organization markup should match only approved visible facts; it was not generated or deployed. |
| O06 section chunking | Pass | Proposed blocks are short and topic-bounded. |
| R01 data precision | Fail | No independently sourced data points are available. |
| R02 citation density | Fail | No verified external source packet was supplied. |
| R04 evidence-claim mapping | Warn | Every new assertion is tied to the retained page, but source claims still need operational verification. |
| R07 entity precision | Warn | Brand and city are clear; canonical entity profile is absent. |
| E01 original data | Fail | No first-party study or verified operations dataset was supplied. |
| Exp10 limitations | Pass | This packet declares capture and verification boundaries. |
| Ept08 reasoning transparency | Pass | Each proposed change is tied to a stated editorial reason. |

## Handoff

- **Ready for:** business verification of service claims, owner profile, approved citations, and a named target-query list.
- **Do not publish yet:** this packet does not verify company claims or create live schema.
- **Next bounded run:** source a current live HTML capture plus verified business facts, then rerun score, AI-query coverage, and visible-content/schema parity.