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.
GEO Optimizer is a toolkit that checks whether AI answer services such as ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews can find, interpret, and cite a website. It helps people audit and improve a site's visibility in AI-generated answers through a command-line tool, Python library, MCP server, GitHub Action, or Astro integration.
This repository also configures its own agents. See what geo-optimizer-skill tells them →
Auriti-Labs/geo-optimizer-skill
Agent Claude Code
Agent "TEAM_USAGE" from Auriti-Labs/geo-optimizer-skill, covering agent team usage guide, geoready / geo optimizer, 1. agent inventory, 2. read-only reviewers and 3. code-writing implementation agents.
Auriti-Labs/geo-optimizer-skill
Agent Claude Code
Designs and reviews GEO Optimizer engine, CLI, audit model, result dataclasses, JSON contract, crawler analysis, agent access, semantic drift, scoring, and core tests.
Auriti-Labs/geo-optimizer-skill
Agent Claude Code
Owns GeoReady/GEO Optimizer product wording, README, changelog, docs, pricing copy, roadmap copy, release notes, claim-safety language, and public-facing technical narrative.
Auriti-Labs/geo-optimizer-skill
Agent Claude Code
Performs independent QA, regression testing, build verification, contract validation, smoke checks, and final PASS/PASS WITH ISSUES/FAIL reports across GEO Optimizer and GeoReady.
Auriti-Labs/geo-optimizer-skill
Agent Claude Code
Manages SemVer decisions, package version bump proposals, roadmap alignment, release readiness, tag checklist, CI gate review, and post-merge release sequencing for GEO Optimizer and GeoReady.
Auriti-Labs/geo-optimizer-skill
Agent Claude Code
Reviews GeoReady/GEO Optimizer changes for SSRF, unsafe URL handling, log upload privacy, API key leakage, ownership isolation, crawler spoofing caveats, WordPress security, and LLM data handling.
Auriti-Labs/geo-optimizer-skill
Agent Claude Code
Designs the future lightweight WordPress connector for GeoReady, including API-key connection, site metadata, sitemap/CPT/WooCommerce/ACF detection, admin widget, security, and least-privilege architecture.
Auriti-Labs/geo-optimizer-skill
Agent Claude Code
Designs and implements GeoReady dashboard UI, React/Astro frontend components, empty/loading/error states, premium gating, accessible UX, and claim-safe product copy.
Auriti-Labs/geo-optimizer-skill
Agent Claude Code
Coordinates multi-repository GeoReady/GEO Optimizer work, breaks roadmap initiatives into safe phases, assigns tasks to specialist agents, prevents scope creep, and enforces push/merge/release gates.
Auriti-Labs/geo-optimizer-skill
Agent Claude Code
Designs and implements GeoReady platform backend, API routes, database models, migrations, services, entitlements, scheduler jobs, and integration with GEO Optimizer JSON output.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: