The Catalogue

Automation

Machinae automationis

Compare AI search automation tools for schema, technical SEO, workflow automation, entity optimization, GEO execution, and scalable visibility systems.

Specimens

Featured

In directory

Schema App

GEO Infrastructure

Enterprise schema and knowledge graph infrastructure with MCP access for AI systems.

Best for

Enterprises treating structured data and entity graphs as infrastructure

Pricing

Enterprise

Custom

Covers

GoogleBingChatGPT+2

Features

End-to-end schema markup management with managed support
Content knowledge graph for reusable entity data
MCP server for secure access from tools like ChatGPT and Gemini

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InLinks

GEO Infrastructure

Entity SEO and internal-linking platform built around topic graphs and schema.

Best for

SEOs building semantic structure and internal-link depth

Pricing

Base

$49/mo

Covers

GoogleBing

Features

Entity-based topic graphs and content planning
Automated internal-linking recommendations
Schema markup generation and deployment

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WordLift

GEO Infrastructure

Knowledge graph, schema, and AI content workflows for entity-rich publishing.

Best for

Teams investing in entities, schema, and editorial automation together

Pricing

Base

€799/mo

Covers

GoogleWordPressShopify

Features

Knowledge Graph and entity enrichment
Schema markup and data integration tools
AI-powered content creation and optimization

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Prerender.io

GEO Infrastructure

JavaScript rendering for SEO, AEO, and LLM visibility

Best for

Teams with JavaScript-heavy sites (SPAs, React, Vue, Angular) that struggle with crawlability and AI indexing

Pricing

Base

$14/mo

Covers

WebCloud

Features

JavaScript pre-rendering for all crawlers (Google, ChatGPT, Reddit, Bing)
Cached rendered pages for instant bot delivery
Desktop and mobile rendering support

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LightSite AI

GEO Infrastructure

Full-stack GEO agent for AI search visibility

Best for

GEO and AEO teams

Pricing

Base

$129/yr

Covers

ChatGPTPerplexityGemini+1

Features

Automatic deployment of machine-readable GEO infrastructure for LLM retrieval
Position, sentiment, and competitor analysis across major AI platforms
Agentic workflow that helps teams act on insights, not just view dashboards

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