WP Manifestindependent plugin directory
manifest / seo / aeo-agent-engine

AEO & GEO Agent Engine

Autonomous-assisted Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) plugin for WordPress. Optimizes site content, JSON-LD schemas, /llms.txt endpoints, and bot directives for AI search models (ChatGPT, Perplexity, Claude, Gemini, Apple Intelligence).

by NexVis Technologies & Mudassar Ijaz · github.com/nexvis-tech/aeo-agent-engine · website

★ 0stars

Install

Download source zip No release zip yet

This is the repository archive. It installs, but the folder name will carry the branch suffix and updates will not flow.

Install straight from GitHub with WP-CLI:

wp plugin install https://github.com/nexvis-tech/aeo-agent-engine/archive/refs/heads/main.zip
No built-in updater. New versions won't appear under Dashboard → Updates. Install new releases yourself, or let Git Updater track the repository.
Readme github.com/nexvis-tech/aeo-agent-engine ↗

AEO & GEO Agent Engine for WordPress

Architecture: Dual--Mode

An autonomous-assisted Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) plugin for WordPress.

The AEO & GEO Agent Engine transforms websites into high-readability targets for AI models and generative search engines—including ChatGPT Search, Perplexity AI, Anthropic Claude, Google Gemini, and Apple Intelligence.

🌟 Why AEO / GEO Matters

Generative engines and AI agents don't crawl the web like traditional search engines:

  • They prefer clean Markdown over noisy HTML/DOM representations.
  • They look for standardized /llms.txt site manifests.
  • They ground authority using structured JSON-LD Schema (FAQPage, Organization sameAs Knowledge Graph links).
  • They extract answers from 40–60 word Direct Answer Summaries immediately following question-shaped headings.

AEO & GEO Agent Engine automates this entire machine-consumption pipeline without breaking your existing site design or traditional SEO setup.

✨ Core Features

🤖 1. Gutenberg AI Co-Pilot (Human-in-the-Loop)

  • Dedicated Block Editor sidebar panel ("AEO AI Co-Pilot").
  • Allows content creators to generate 50-word direct summaries and structured Q&A pairs on demand.
  • Draft Review Mode: Generated content saves as draft meta for human review and editing before publishing.
  • Auto-Pilot Mode: Optional setting to automatically publish AEO metadata on post save.

🔌 2. Multi-Provider LLM Adapter Interface

Interactively choose your preferred AI backend with explicit API key management:

  • OpenAI: Powered by gpt-4o-mini (structured JSON mode).
  • Google Gemini: Powered by gemini-1.5-flash.
  • Anthropic Claude: Powered by claude-3-5-haiku.
  • Privacy First: No default API calls; external requests occur strictly after explicit opt-in.

📄 3. Machine-Readable Endpoints (/llms.txt & /llms-full.txt)

  • Real-time, standardized /llms.txt and /llms-full.txt endpoints listing your site hierarchy, summaries, and key content.
  • High-performance 12-hour transient caching (aeo_llms_txt_cache) with automatic cache invalidation whenever a post is created, edited, or deleted.
  • Automatic exclusion of noindex content.

🔄 4. Content Negotiation (Accept: text/markdown)

  • Serves raw, clean Markdown directly to AI scrapers requesting text/markdown.
  • Includes Vary: Accept and X-Content-Type-Options: nosniff headers to prevent CDN/cache poisoning.

🏷️ 5. Non-Destructive Schema & Entity Grounding

  • Injects <meta name="aeo:abstract"> and `