seo
SEO/GEO Copywriting Best Practices: Chunking
Increase citations in AIO & LLM Recommendations
v1.0.0, updated Nov 3, 2026
Write content for AI search so ChatGPT, Perplexity and Google AI Overviews can find, read and cite your pages, built for SEO writers, content marketers and agencies. The skill brings in the judgment of a writer who knows how AI tools chunk and truncate a page, so Claude writes and edits every section to stand on its own instead of producing one long scroll.
- Structures pages into self-contained sections sized to fit the chunks AI retrieval systems index
- Rewrites vague headings and "this" or "it" openers so each section names its subject and answers first
- Flags meaning that disappears for AI readers: icon-only tables, content hidden in tabs or images, bold text posing as headings
- Includes a short Python snippet that counts the words in every section and flags the ones over the limit
- Runs a pre-publish checklist, including a live test of what an AI assistant actually reads on the page
The skill itself
Installs as chunked-seo-geo-copy
What Claude reads to decide when to use it
Write, rewrite or audit web pages, blog posts and landing pages so AI search tools can read and cite them. Use when someone asks to optimize content for AI Overviews, ChatGPT, Perplexity or other AI answers (GEO), make a page LLM-friendly or agent-readable, break long content into self-contained sections, fix vague headings, or check a page before publishing. Covers section length limits, specific headings, answer-first sections, simple tables, content hidden in tabs or images, and a pre-publish checklist.
How the instructions open
Write every page so an AI agent that reads only one chunk of it, as plain Markdown with all styling stripped, still gets the right answer. ## Why chunking matters AI search tools, AI Overviews, chat assistants and coding agents read pages in one of two ways, and each way breaks different things. | How the agent reads | What it gets | What breaks | |---|---|---| | Fetches the page live (chat assistants, AI search browsing, coding agents) | HTML converted to Markdown, often cut off at a size limit and summarized by a smaller model | Content past the cutoff, content loaded by JavaScript or clicks, meaning carried by color, icons or styling | | Retrieves from an index (AI search, MCP servers,
The rest comes with your copy.
- Where it runs
- Works in any Claude environment. The optional section length check needs Python 3, and the live fetch test in the checklist needs network access.
- Size
- 182 lines of instructions · 2 files
- Runs code
- No, instructions only
What you get
How it arrives:The skill folder, zippedGuided install
Current version
v1.0.0 · published Nov 3, 2026 · 5.7 KB
First release.
sha256 983a7c408d372b748becf3db51cc768a35c6368fc2c30fac78297a9f56f4c266 · reviewed contents; your download adds a license receipt fingerprinted to your purchase
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