Track brand mentions across Perplexity, ChatGPT, Claude & Gemini AI search inside any MCP agent. GEO scoring, share of voice, citations, competitors.

Free Claude/Cursor/Codex skill that scores how AI search engines describe your brand vs competitors. Built by GenPicked.

Measure whether ChatGPT, Claude, Gemini and Perplexity recommend your brand - and fix the reasons they don't. A free Agent Skill for AEO/GEO audits. No account, no database, Python stdlib only.

AI Engine Optimization — audit any URL for AI search visibility, simulate AI Overview, track brand mentions

CLI that queries multiple LLMs with the same prompt and reports which brands get mentioned. Like SEMrush for AI answers.

Share-of-voice dashboard tracking media coverage and sentiment for AI coding tools (Sourcegraph Cody/Amp and competitors); Streamlit UI with Python data collectors.

Open n8n workflow (CC BY 4.0) that measures Share of Voice, mention rate and citation rate in AI answers (ChatGPT, Perplexity, Gemini, Claude). One OpenRouter account, Google Sheets storage, deterministic regex detection, weekly email report.

Cross-platform brand mention auditor for Chinese social media (WeChat/Weibo/Xiaohongshu/Bilibili): full-page screenshots with original links, OCR of in-image text, self-contained HTML report. Pairs with opencli.

Open prompt sets for measuring brand share-of-voice in LLM answers. 5 industries x 20 prompts each, plus scoring script.,

Open-source Agent Skill for law-firm AI visibility, GEO/AEO, LLM rankings, competitor share of voice, and evidence-based recommendations.