Geo Visibility Lab - Local SEO & Google Business Profile Tracker

Track local search visibility with a 5x5 geo-grid and NAP audits.

No hosted demo for this project — it runs locally. See install instructions below.

Technical SEO

Overview

Geo Visibility Lab is a local SEO tool for tracking Google Business Profile visibility across a 5x5 coordinate grid, auditing NAP consistency across directories, monitoring review signals and exporting Schema.org LocalBusiness JSON-LD.

Screenshot of the geo-visibility-lab project — Report preview from the repository docs showing a local SEO visibility audit.

Problem It Solves

Local businesses cannot see where they actually rank across neighborhoods, and inconsistent name/address/phone data across directories quietly erodes local rankings and Google Business Profile trust.

Target Users

Local SEO specialists
Multi-location businesses
Agencies managing local clients

Key Features

5x5 geo-grid rank tracking across service areas
NAP consistency and citation drift audits
Review monitoring and velocity insights
Schema.org LocalBusiness JSON-LD export
CLI and local serve modes
CI with ruff, mypy and pytest

Technologies

Python
Typer
FastAPI
Pydantic
pytest

Contribution & Skills

Sole author. Designed the geo-grid tracking model, NAP audit logic, review analytics and schema generation, plus the CLI and local serve interfaces.

Install & Usage

Install

git clone https://github.com/hamid-digitalmarketer/geo-visibility-lab.git
cd geo-visibility-lab
pip install -e ".[dev]"

Run an audit

geo-lab audit --out-dir reports

Serve locally

geo-lab serve

Full documentation lives in the repository README →

FAQ

What is a 5x5 geo-grid?

The tool divides a service area into a 5x5 coordinate grid and evaluates local visibility across those grid points instead of a single ambiguous location, giving a more realistic picture of local ranking coverage.

Is there a hosted demo?

No. Geo Visibility Lab runs locally via its CLI or serve mode.

Related Projects