Aeo 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.

scovant-core

Open-source, evidence-first scanner for passive AI agent readiness signals on websites.

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.

geo-score

Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and OpenRouter with your own keys. Zero dependencies; CLI, GitHub Action and MCP server.

answer-engine-benchmark

Asks ChatGPT, Gemini, Perplexity and Claude your buyers' questions with web search on, three times each, and counts how often the answers cite your site. Every answer is kept as JSONL, so each number in the report can be checked. Python CLI, MIT.

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.

sv-cli

Open source SEO/GEO CLI for Claude, Claude Code, Openclaw, Hermes Agent and other agentic workflows

sage-audit

The Unified 3-Pillar Audit Engine for Technical SEO, JSON-LD Entity AEO, and Generative Engine Optimization (GEO). CLI, Python library & FastMCP server.

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.

aio-surfaces

Generate llms.txt, aeo.json, entity.json, and brand.json from a single site config — AI citation engineering for static + dynamic sites.

llmscout-cli

Technical-SEO and GEO checker CLI in TypeScript or Python: 21 checks, no headless browser, no external toolchain.

seo-sidecar

Inject up-to-date Schema.org JSON-LD into nginx-served sites with zero crons, zero file changes, always fresh. FastAPI sidecar + nginx SSI integration.

aeo-validator-service

FastAPI smoke validator for 11 Suite document kinds with caller-triggered drift checks. Opt-in single-node synthetic tenant/SQLite pilot; no customer trust or hosted proof.

seryvon

Seryvon is an open-source web visibility audit tool. Deterministic, transparent scoring across SEO, GEO, GSO, AEO and ASO. BYOK, self-hosted. Open core. Published by Powehi

sentinelseo

Free, open-source desktop SEO crawler and technical site audit engine for macOS, Windows, and Linux. 250+ technical SEO, GEO, and AI-search checks with no page cap.

answerpath-geo

Privacy-first SEO, GEO & AEO question discovery and search intent mining engine. Categorizes user demand and powers AI visibility benchmarks.

geo-check

Check whether a website is reachable and readable by AI crawlers, and score it. Two scores, never averaged. Blocking model training costs no points.

sitepulsar-mcp

Hosted MCP server for SitePulsar — Agent Experience Optimization (AEO) tools that measure and improve how findable, readable, and usable any website is to AI answer engines and autonomous AI agents.

findable

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

llms-txt-kit

Generate and validate llms.txt files — CLI and Python library, zero dependencies. Build one from your sitemap in a single command.

aeo-protocol

Python SDK for the AEO Protocol v0.1. Parse, build, validate, and fetch AEO declaration documents. Pydantic v2 + httpx. Loads canonical examples from aeo-protocol-spec.

pythia-geo

The oracle that tells you how AIs see your site — GEO/AEO audit CLI for Python

openblog

Open-source AI-powered blog generation system - 12-stage pipeline for AEO-optimized articles

evidence-loop-visibility-engine

Evidence-first SEO, AEO, GEO and LLMO proposals through bounded Loop Engineering.