https://github.com/mizcausevic-dev/property-schema-publisher
Real estate structured-data publisher for listing schema, entity manifests, and AI-readable property content outputs.
https://github.com/mizcausevic-dev/property-schema-publisher
aeo answer-engine-optimization fastapi generative-engine-optimization geo json-ld listing-optimization proptech python real-estate schema-org structured-data
Last synced: about 1 month ago
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Real estate structured-data publisher for listing schema, entity manifests, and AI-readable property content outputs.
- Host: GitHub
- URL: https://github.com/mizcausevic-dev/property-schema-publisher
- Owner: mizcausevic-dev
- Created: 2026-05-12T18:18:34.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2026-05-12T21:41:40.000Z (about 2 months ago)
- Last Synced: 2026-05-12T22:29:12.026Z (about 2 months ago)
- Topics: aeo, answer-engine-optimization, fastapi, generative-engine-optimization, geo, json-ld, listing-optimization, proptech, python, real-estate, schema-org, structured-data
- Language: HTML
- Homepage: https://kineticgain.com/
- Size: 621 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
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README
# Property Schema Publisher
Property Schema Publisher is a real estate structured-data and AI-readiness engine for turning property listings into stronger schema packs, listing manifests, and entity-aware content surfaces.
## Why this repo is good
- It targets discovery quality before the lead ever arrives.
- It pairs perfectly with `lead-routing-command-center`, giving you real estate growth plus ops.
- It makes AEO / GEO / SEO work commercially legible for brokerages and listing teams.
## What it does
- Generates `RealEstateListing`, `Offer`, `PostalAddress`, agent, and brokerage schema structures.
- Scores listing pages for FAQ depth, entity linkage, neighborhood context, school context, and content quality.
- Flags which listings are ready to publish, need improvement, or need a full rewrite.
- Exposes an API plus a clean proof dashboard and manifest views.
## Proof
## Local run
```powershell
cd property-schema-publisher
py -3.11 -m venv .venv
.\.venv\Scripts\python.exe -m pip install -r requirements.txt
.\.venv\Scripts\python.exe -m app.main
```
Open:
- `http://127.0.0.1:4784/`
- `http://127.0.0.1:4784/manifest`
- `http://127.0.0.1:4784/fix-queue`
- `http://127.0.0.1:4784/docs`
## Validation
```powershell
.\.venv\Scripts\python.exe -m unittest discover -s tests
.\.venv\Scripts\python.exe scripts\run_demo.py
.\.venv\Scripts\python.exe scripts\smoke_check.py
.\.venv\Scripts\python.exe scripts\render_readme_assets.py
```
## API shape
Endpoints:
- `/api/dashboard/summary`
- `/api/listings`
- `/api/brokerage-schema`
- `/api/listings/{listing_id}`
- `/api/sample`
## Repo layout
```text
app/
data/
services/
docs/
scripts/
screenshots/
tests/
```