Llm Seo Python Packages

geo-optimizer-skill

Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether ChatGPT, Perplexity, Gemini & Google AI Overviews cite your site. AI SEO / LLM SEO. CLI, Python, MCP, Astro.

indexgap

Quality control for programmatic-SEO pipelines: catches invented numbers, template-wide breakage, near-duplicates and broken hreflang before you publish. Zero dependencies, Python 3.9+, English and Russian output.

egeo

Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit — optimize content to rank in ChatGPT, Perplexity, Gemini & Claude. AI SEO / LLM SEO. CLI, Claude Code, MCP.

promptbeacon

Does AI recommend your product? Measure, track and CI-test your share of voice in ChatGPT, Claude, Gemini and more, for brands and open-source projects.

findable

Score how findable a website is, from the outside. No account, no key, no dependencies.

geo-monitor-audit

国内 GEO（生成式引擎优化 / Generative Engine Optimization）监测工具清单与免费档对比：透镜GEO（核心监测永久免费）、南云GEO、百原GEO、GEOly，逐家核对免费额度、覆盖引擎与采购风险。19 家厂商逐字段披露率审计——9 个关键字段全行业 0/19 公开（每prompt采样次数、噪声地板、置信区间、席位定价…），标价不可直接比较。覆盖 DeepSeek 豆包 文心一言 通义千问 元宝。pip install geo-monitor-audit 可自行重算。