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What you can do with Geolook

An open-source, self-hosted dashboard that runs GEO work for one brand: sampling AI engines, auditing the site, writing implementation tickets, and verifying the results.

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aigclink/geolook on GitHub

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What do you want to do?

4 use cases

  • Find out why AI engines never mention your brand

    Sample AI answers, audit the site, and get a gap diagnosis for one brand in about 30 minutes.

    View prompt
    Use the geolook repo at <repo path> to run a full GEO diagnosis for <brand URL>. Report the mention rate, the diagnosis type for each buyer question, and the first-fix order from the four-layer audit. Verify that the dashboard at http://127.0.0.1:8765 loads and that the diagnosis page lists the Access layer result.

  • Turn GEO gaps into tickets and check that fixes worked

    Create implementation tickets with acceptance criteria and let re-crawls and sampling decide if each fix is done.

    View prompt
    Using the geolook repo at <repo path>, read the open implementation tickets for <brand> and draft the acceptance criteria check for each one. Output a list with ticket name, current measured value, target value, and pass or fail. Verify that the list matches the progress bars shown in the Action area.

  • Sample AI engines by hand with no API keys

    Use a weekly buyer-intent sheet and the Chrome sampling assistant to collect AI answers without paying for API access.

    View prompt
    Using the geolook repo at <repo path>, export the buyer-intent sample sheet and list the 20 questions with their intent group. Confirm that the Chrome extension side panel shows the same queue, then report how many samples are still missing for this week.

  • Build a GEO client package from one run

    Produce a diagnosis report, strategy, execution plan, ticket CSV, and acceptance sheet for a client from one project.

    View prompt
    Using the geolook repo at <repo path>, generate the full client delivery package for <client URL>. List each file produced, confirm the ticket CSV row count matches the open tickets on the Action page, and report any section that came out empty.

How to use Geolook

  1. Check you have what it needs: Python 3.9+ on macOS or Linux (Windows via WSL); git; Optional: an engine API key, such as DeepSeek or GLM, for automated sampling and drafts.
  2. Open aigclink/geolook on GitHub and read the README and license.
  3. Run pip3 install requests beautifulsoup4 lxml to install the three required packages.
  4. Run git clone https://github.com/aigclink/geolook.git and then cd geolook.
  5. Run python3 scripts/geo.py new --url https://example.com --market with your brand URL to start a full run.
  6. Run python3 scripts/geo.py ui and open http://127.0.0.1:8765 to review the Status and Diagnosis pages.

These steps come from our top use case, Find out why AI engines never mention your brand, which also has a copy-paste agent prompt.

Geolook alternatives · Best AI repos for Sales and marketing

About this repo

Requirements

  • Python 3.9+ on macOS or Linux (Windows via WSL)
  • git
  • Optional: an engine API key, such as DeepSeek or GLM, for automated sampling and drafts
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Questions about Geolook

What is Geolook?

An open-source, self-hosted dashboard that runs GEO work for one brand: sampling AI engines, auditing the site, writing implementation tickets, and verifying the results. It is an open-source project on GitHub: https://github.com/aigclink/geolook.

Who is Geolook for?

Marketers, SEO leads, and GEO consultants who need to measure and improve how AI engines mention and cite a brand.

What can I do with Geolook?

4 use cases so far, for example: Find out why AI engines never mention your brand; Turn GEO gaps into tickets and check that fixes worked; Sample AI engines by hand with no API keys. Each has steps and a copy-paste agent prompt.

What do I need to run Geolook?

Python 3.9+ on macOS or Linux (Windows via WSL); git; Optional: an engine API key, such as DeepSeek or GLM, for automated sampling and drafts.

What are alternatives to Geolook?

Other hot AI repos in Sales and marketing: GTM Cofounder, Agentic Product Demo, Growth Engineer, Founder Skill, Linkedin Agent Skill.

Is Geolook safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.