AI Tools
Open-source Python tools I built to automate citation tracking and content auditing for GEO and AI search visibility. Free to use, all on GitHub.
AI Tools for GEO & SEO
These are open-source tools I built to automate GEO tracking and content auditing work. All free, all on GitHub.
llm-citation-tracker
Track whether your brand appears in LLM responses across a set of target prompts. Queries the Perplexity API, logs citation presence and context snippets to CSV, and appends on each run so you can track citation trends over time.
Includes three tools:
- citation_tracker.py — run a fixed prompt set and log results
- prompt_variation_tester.py — auto-generate prompt variations for any brand and topic
- geo_content_auditor.py — scrape and score any URL against a GEO readiness checklist
View on GitHub: github.com/adthaxton/llm-citation-tracker
geo-skills
Six open-source GEO skill frameworks for SEO practitioners and AI search strategists. Each skill includes a methodology framework, reference data, and worked examples.
- GEO Citation Audit
- AI Overview Optimization
- Schema for GEO
- Multi-Location GEO
- E-E-A-T Signal Audit
- llms.txt Generator