The people who build AutoSEO at Codext GmbH
The AutoSEO Team builds and maintains AutoSEO, the open-source AI visibility and SEO platform, at Codext GmbH in Germany. Articles are researched from primary sources (official documentation, papers, standards) and link to every one of them.
AutoSEO is developed by the team at Codext GmbH, a software company based in Wolpertshausen, Germany. The code is open source under the MIT license and developed in public on GitHub: every feature described on this blog can be inspected there.
Found an error or an outdated statement? Email info@codext.de or open an issue on GitHub. We correct articles and note the update date.
7 articles
Query fan-out explained: how Google AI Mode, ChatGPT, Claude and Perplexity split one prompt into many searches, and what that means for your content.
12 min read
Referrers, UTMs, GA4's AI Assistant channel and “How did you hear about us?” surveys: how to tie leads and revenue to ChatGPT, Perplexity and Google AI.
12 min read
AI Overviews sit on the results page, AI Mode is a separate conversational search. How they differ, how Search Console counts them and how to measure both.
12 min read
What GEO research shows: which rewrites raised AI visibility in the KDD 2024 GEO paper, why later benchmarks disagree, and how to test a technique yourself.
12 min read
Which AI crawlers visit your site, which obey robots.txt, and how JavaScript, snippet rules, CDN bot settings and llms.txt affect what they can read.
11 min read
Connect AutoSEO to Claude, Claude Desktop or Claude Code over MCP with OAuth: setup steps, safe scopes, fixes for common errors and prompts to try.
11 min read
ChatGPT's 2023 plugins are gone; today's plugins run on MCP. Connect AutoSEO to ChatGPT, Codex, Cursor and VS Code, with safe scopes and example prompts.
11 min read
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