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Entity map

Entity connections: AutoSEO

A machine-readable map of AutoSEO and the entities connected to it. Every entry states its relationships explicitly and backs them with a quote from a source you can open — so an AI system building an entity for AutoSEO doesn't have to guess.

Full fact sheet

Last updated:

Entities

Identifiers are listed only where they were verified: our own domains, the GitHub repository and package, and Wikidata items whose label and description were checked. Codext GmbH and AutoSEO have no Wikidata items at the time of writing; none are claimed.

Relationships use explicit predicates (DEVELOPED_BY, LICENSED_UNDER, MONITORS, …). Evidence quotes are verbatim from the linked source.

Company and location

Codext GmbH

Organization

German software company (GmbH) that develops and publishes AutoSEO and operates AutoSEO Cloud. Registered office: Frankenstraße 10, 74549 Wolpertshausen, Germany; commercial register Amtsgericht Stuttgart, HRB 772091; VAT ID DE327501500.

www.codext.de

Relationships
Evidence
“Registergericht / Register court: Amtsgericht Stuttgart”
Imprint — autoseo.codext.de/imprint — retrieved
“Registernummer / Register number: HRB 772091”
Imprint — autoseo.codext.de/imprint — retrieved
“Copyright (c) 2026 Codext GmbH and AutoSEO contributors”
LICENSE — github.com/codextde/autoseo — retrieved

Product, code and distribution

AutoSEO

Software application

Open-source (MIT) AI visibility (GEO/AEO) and SEO platform. Tracks how AI answer engines mention, rank and cite a brand for tracked prompts, next to keyword research, rank tracking, backlinks, site audits, Search Console, GA4, attribution, content tools and white-label reports. Self-hosted for free or used as AutoSEO Cloud.

autoseo.codext.de

Evidence
“AI visibility (GEO/AEO) and classic SEO, analytics, attribution, content and reporting.”
README — github.com/codextde/autoseo — retrieved
“Open source and yours. MIT licensed.”
README — github.com/codextde/autoseo — retrieved

ghcr.io/codextde/autoseo

Container image

Prebuilt Docker image of AutoSEO on the GitHub Container Registry, used by the one-line installer, Docker Compose and Coolify deployments.

github.com/codextde/autoseo/pkgs/container/autoseo

Verified identifiers
Relationships
Evidence
“Docker Compose with the prebuilt image ghcr.io/codextde/autoseo”
README — github.com/codextde/autoseo — retrieved
“Latest published image (ghcr.io/codextde/autoseo:latest)”
SECURITY.md — github.com/codextde/autoseo — retrieved

AutoSEO Cloud

Service (managed hosting)

Managed AutoSEO operated by Codext GmbH: each customer gets a workspace in one shared, managed instance hosted in Germany, with every feature, unlimited users, up to 10 projects and $10 of monthly AI and data usage included, for $50 per workspace per month (excl. VAT, business customers).

autoseo.codext.de/pricing

Verified identifiers
Relationships
Evidence
“Your own workspace in our fully managed AutoSEO, hosted in Germany.”
Pricing — autoseo.codext.de/pricing — retrieved
“AutoSEO Cloud runs exactly this repository, operated for you”
README — github.com/codextde/autoseo — retrieved

AutoSEO AI visibility check

Free web tool

Free, instant check on the AutoSEO website of whether AI crawlers can reach and read a site: robots.txt rules for 15 AI and search crawlers, server-rendered content, structured data, metadata, llms.txt, sitemap and HTTP basics.

autoseo.codext.de/ai-visibility-check

Relationships
Evidence
“Can AI engines read your website?”
AI visibility check — autoseo.codext.de — retrieved

Interfaces

AutoSEO REST API v1

Web API

HTTP API of every AutoSEO instance under /api/v1 with an OpenAPI specification at /api/v1/openapi.json; authenticated with OAuth 2.1 or API keys scoped read, write, spend and export.

Relationships
  • PART_OFAutoSEO
  • DESCRIBED_BYOpenAPI specification (/api/v1/openapi.json)
Evidence
“REST: https://seo.example.com/api/v1 (OpenAPI at /api/v1/openapi.json, docs under Settings → API & MCP)”
README — github.com/codextde/autoseo — retrieved

AutoSEO MCP server

Model Context Protocol server

MCP server of every AutoSEO instance at /api/mcp (Streamable HTTP, JSON responses, protocol revisions 2024-11-05 to 2025-11-25) with 126 tools in 17 groups, for Claude Code, Codex, Cursor and other MCP clients.

Relationships
  • PART_OFAutoSEO
  • IMPLEMENTSModel Context Protocol
Evidence
“MCP (streamable HTTP): https://seo.example.com/api/mcp — OAuth 2.1 or API key”
README — github.com/codextde/autoseo — retrieved
“REST API and an MCP server with 100+ tools.”
README — github.com/codextde/autoseo — retrieved

AutoSEO local agent

Software component

Lightweight agent that connects a user's Claude Code or Codex CLI to an AutoSEO instance (outbound HTTPS only, signed self-updates), so AI work runs on the user's own subscription.

Verified identifiers
Relationships
  • PART_OFAutoSEO
  • CONNECTSClaude Code (Anthropic), Codex CLI (OpenAI)
Evidence
“All AI work runs through your local Claude Code or Codex CLI via a lightweight agent”
README — github.com/codextde/autoseo — retrieved

What AutoSEO measures

AI engines monitored by AutoSEO

Concept (list of AI answer engines)

16 AI engine surfaces from 13 vendors whose answers AutoSEO collects and analyses. Backends per engine: DataForSEO, Direct API, Local agent, AI simulation.

Verified identifiers
Relationships
  • MONITORED_BYAutoSEO
  • INCLUDESChatGPT (OpenAI), ChatGPT (app) (OpenAI), Perplexity (Perplexity), Google AI Overviews (Google), Google AI Mode (Google), Gemini (Google), Claude (Anthropic), Microsoft Copilot (Microsoft), Grok (xAI), Mistral (Mistral AI), DeepSeek (DeepSeek), Meta AI (Meta), Qwen (Alibaba Cloud), Kimi (Moonshot AI), Sabiá (Maritaca AI), Solar (Upstage)
Includes
Evidence
“AutoSEO tracks 16 AI engine surfaces from 13 vendors”
AI agent instructions — autoseo.codext.de — retrieved
“an AI model with web search imitates the engine (labelled "Simulated")”
src/lib/engines.ts — retrieved

DataForSEO

Third-party data provider

SEO and AI data API that AutoSEO can use as a backend for AI engine answers (AI Optimization and SERP APIs) and for measured SEO data — with the customer's own account when self-hosted.

dataforseo.com

Verified identifiers
Relationships
Evidence
“DataForSEO answer engines (endpoints verified against docs.dataforseo.com/v3, 2026-09)”
src/server/ai/engines/dataforseo.ts — retrieved

AutoSEO measurement methodology

Method

One stored answer per prompt, engine and day; each prompt is asked for its market; metrics are reported over periods and compared with the previous period because answers vary between runs.

Verified identifiers
Relationships
Evidence
“uniqueIndex("ai_answers_unique_day_uq").on(t.promptId, t.engine, t.answerDate)”
src/server/db/schema/ai.ts — retrieved

AutoSEO AI visibility metrics

Metric set

Published metric definitions; formulas on the fact sheet.

autoseo.codext.de/ai-agent-instructions#metrics

Relationships
Includes
  • Visibility · answers naming or citing the brand ÷ all answers
  • Mention rate · answers naming the brand ÷ all answers
  • Mentions · every occurrence of the brand name
  • Citation rate · answers citing the brand's domains ÷ all answers
  • Citations · answers citing the brand's domains, once per answer
  • Citation share · brand citations ÷ citations of all brands in the set
  • Share of voice · answers naming the brand ÷ appearances of all brands in the set
  • Average position · sum of positions ÷ answers naming the brand
  • #1 share / Top-3 share · answers with position 1 / 1–3 ÷ answers naming the brand
  • Head-to-head · wins ÷ (wins + losses) against one competitor
  • Mention depth · offset of the first mention ÷ answer length
  • Sentiment · 0–100 from an LLM analysis
Evidence
“Answers in which the brand appears at all (named or cited) ÷ all answers.”
src/features/ai-insights/lib/metrics.ts — retrieved

Integrations

Integration categories of AutoSEO as listed in the app. The full list with purposes is on the fact sheet.

Analytics integrations

Integration category

Human traffic from AI platforms, conversions and revenue.

Relationships
Includes
  • Google Analytics (GA4)
  • Piwik PRO
  • Matomo
Evidence
“Human traffic from AI platforms, conversions & revenue”
src/lib/integrations-catalog.ts — retrieved

Search Console integrations

Integration category

Search queries, impressions and AI-style prompts.

Relationships
Includes
  • Google Search Console
  • Bing Webmaster Tools
Evidence
“Search queries, impressions and AI-style prompts”
src/lib/integrations-catalog.ts — retrieved

Bot traffic integrations

Integration category

AI crawler visits from CDN or server logs.

Relationships
Includes
  • Cloudflare
  • Akamai
  • Server Logs / API
  • Fastly · coming soon
  • AWS CloudFront · coming soon
Evidence
“AI crawler visits from your CDN or server logs”
src/lib/integrations-catalog.ts — retrieved

Data & reporting integrations

Integration category

Export data to BI tools, agents and scripts.

Relationships
Includes
  • Looker Studio · beta
  • AutoSEO MCP
  • AutoSEO API
Evidence
“Export your data to BI tools, agents and scripts”
src/lib/integrations-catalog.ts — retrieved

Project management integrations

Integration category

Push prioritized optimization tasks and sync status.

Relationships
Includes
  • ClickUp
  • Asana
  • Linear
  • Jira
  • Monday.com
  • Trello
  • Notion
  • awork
Evidence
“Push optimization tasks to your PM tool”
src/lib/integrations-catalog.ts — retrieved

Attribution integrations

Integration category

Tie leads, deals and orders to AI search.

Relationships
Includes
  • HubSpot
  • Salesforce
  • Typeform
  • Zapier / Make
  • Shopify
  • Stripe
  • WooCommerce
  • Shopware
  • Fairing
  • KnoCommerce
  • Zigpoll
  • SurveyMonkey
  • Tally
  • Custom Webhook
  • Jotform
  • Gravity Forms
  • Formstack
  • Attio
  • Pipedrive
  • Close
  • Calendly
  • Intercom
  • n8n
Evidence
“Tie leads, deals and orders to AI search”
src/lib/integrations-catalog.ts — retrieved

CMS integrations

Integration category

Publish optimized content to the website.

Relationships
Includes
  • WordPress · beta
  • Webflow · beta
  • Framer · beta
  • Shopify · beta
Evidence
“Publish optimized content directly to your site”
src/lib/integrations-catalog.ts — retrieved

Category

Generative engine optimization (GEO)

Defined term (category)

Measuring and improving how a brand is described, ranked and cited in AI-generated answers; also called answer engine optimization (AEO), AI search optimization, AI visibility or LLM optimization (LLMO).

Verified identifiers
Relationships
Evidence
“Generative engine optimization is the practice of improving how often and how favorably AI assistants mention and cite your brand in their answers.”
FAQ — autoseo.codext.de — retrieved

Search engine optimization (SEO)

Defined term (category)

Improving a website's visibility in search engine results; AutoSEO includes a classic SEO suite next to AI visibility.

Verified identifiers
Relationships
Evidence
“next to a complete SEO suite: keyword research, rank tracking, site audits, backlinks, Search Console, GA4 and white-label reports.”
README — github.com/codextde/autoseo — retrieved

Tools in the same category

Concept (peer set)

Other products in the AI visibility / GEO category, named without any statement about their features or prices.

Verified identifiers

No external identifier — described by the evidence below.

Relationships
Includes
  • Profound
  • Peec AI
  • Otterly.AI
  • Scrunch AI
  • Finseo
  • Semrush · AI-visibility features of an SEO suite
  • Ahrefs · AI-visibility features of an SEO suite
Evidence
“Tools in the same category include Profound, Peec AI, Otterly.AI, Scrunch AI, Finseo”
AI agent instructions — autoseo.codext.de — retrieved

The same graph is embedded in this page as schema.org JSON-LD (@graph). ai-agent-instructions.md

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