The scientific AI CMO, as a plugin.
Overgrow is a command-line GEO toolkit distilled from hundreds of search and citation best practices. Audit your site, spawn pages that match real query fan-out, and humanize the drafts — all from your editor.
Designed from first principles.
Every skill is sourced, summarized, and clustered — so your agent isn't guessing at GEO, it's running the consensus of hundreds of primary documents.
Primary docs, not hot takes.
Hundreds of SEO and GEO best practices distilled from official documentation and vendor tutorials — Google, Bing, OpenAI, Anthropic, Mintlify, and the llms.txt spec.
Condensed into a skill.
Each source is summarized by a small model, then clustered by a larger one into a markdown skill your agent can actually execute — at knowledge/geo.md.
Reverse-engineer query fan-out.
ChatGPT, Gemini, and Claude each fan a single prompt into dozens of sub-searches. Overgrow captures those patterns and proposes the pages that fill them.
Eight commands. One AI growth team.
Every command is sourced from primary documentation — Google Search Central, Bing Webmaster, OpenAI, Anthropic, Mintlify, and the llms.txt spec — then condensed into a skill your agent actually runs.
A 200-point check, in about a minute.
Everything a ChatGPT or Gemini crawler looks at, scored and sorted by severity. You get a ranked fix-list, not a 40-page report.
- Title / meta length, uniqueness, and keyword alignment
- H1→H6 hierarchy, duplicate detection, semantic density
- JSON-LD: Organization, Article, Product, FAQ, HowTo, Breadcrumb
- Content depth scored against AI citation thresholds
Authored once, shipped four ways.
One source of truth in source/skills/ — the build transforms it into each provider's expected layout, frontmatter shape, and placeholder conventions.
Commands appear as /overgrow:init, /overgrow:audit, etc. Auto-update via /plugin → Marketplaces.
Nightly channel · enable Agent Skills in Settings → Rules.
/settings → enable Skills, then /skills list.
Commands use the $overgrow:init prefix instead of slash.
Plugin in your editor. Platform in the cloud.
Overgrow ships the skills your agent runs locally. Bonemeal measures whether any of it actually moved your visibility across ChatGPT, Gemini, and Google AI Overviews. Use one, the other, or both — they're designed to compose.
overgrow
A CLI plugin. Lives in your repo, edits your code, runs on your machine.
- ✓Audit, spawn, humanize — locally
- ✓Writes diffs you review in git
- ✓MIT licensed · fork, remix, ship
- ✓Claude Code · Cursor · Gemini · Codex
Bonemeal
A measurement platform. Tracks how your brand shows up in ChatGPT, Gemini, and AI Overviews — then tells you what to do next.
- ✓Daily prompt tracking across LLMs
- ✓Citation + sentiment + share-of-voice
- ✓Competitor benchmarks, Reddit surfacing
- ✓Ranked growth actions, measured over time
Related reading
Short answers.
Install Overgrow in about 30 seconds.
Open Claude Code, paste the command, and let your agent do the rest. Then measure what moved with Bonemeal when you're ready.