Open-source AI visibility tools

ChatGPT Scraper

Scrape ChatGPT answers as JSON, CSV or Markdown: the brands ChatGPT recommends, in order, and every source it cites.

• One command: questions in, answers, brands and citations out
• Highlights where ChatGPT ranks your brand (--brand)
• Also Gemini, Google AI Overviews, AI Mode, Perplexity, Claude, Grok and DeepSeek

pip install git+https://github.com/aivisibilityskill/chatgpt-scraper
chatgpt-scraper "best CRM for early-stage startups"

chatgpt-scraper on GitHub

AI Overview Tracker

A free Google AI Overview tracker: which keywords show an AI Overview or AI Mode answer, and whether it names your brand and cites your site. Every week, on GitHub Actions.

• Runs every Monday on GitHub Actions, free to host
• Your rank and citation per keyword, with week-over-week changes
• Commits a report, a CSV history and a live badge to your repo

# Use this template on GitHub, add AIV_KEY, edit keywords.txt
ai-overview-tracker --estimate

ai-overview-tracker on GitHub

LLM Brand Tracker

Track how often ChatGPT, Gemini, Google AI Overviews, AI Mode, Perplexity, Claude, Grok and DeepSeek name your brand against your competitors, every week.

• Share of voice, average position and citations per engine
• Brands the engines name that aren't on your list
• Weekly on GitHub Actions: report, chart, CSV history and badge

# Use this template on GitHub, add AIV_KEY, edit tracker.config.json
npm run track

llm-brand-tracker on GitHub

Awesome AI Visibility

A curated list of AI visibility, GEO and AEO tools, APIs, open-source trackers, AI crawler docs and research, every link checked.

• Hosted platforms and open-source trackers, side by side
• AI answer APIs, model APIs with web search and crawler docs
• llms.txt tooling, agent skills and research papers

awesome-ai-visibility on GitHub

Questions

Are these tools free?

Yes. All four are open source: the three tools under the MIT license and the list under CC0. The trackers run on GitHub Actions, which is free for public repos and has a free allowance for private ones. The answers they collect cost credits from your aivisibilityskill account, and new accounts get 500 free.

Do they scrape ChatGPT and Google themselves?

No. They call the aivisibilityskill API, which collects the answers and reads them into brands, ranks and citations. There are no browsers, proxies or captchas to maintain, and nothing logs into your own ChatGPT or Google account.

Do I need an API key?

Yes, an aivisibilityskill key. Free sandbox keys return sample answers so you can try everything at no cost; live keys come with 500 free credits.

Can I use them for clients or inside my product?

Yes. The MIT license lets you use, change and ship the code commercially. Agencies often run one tracker config per client.