AI SEO & GEO Automation, End to End
Clawman plans keywords, writes quality-gated content, applies schema.org markup, publishes via Git, submits URLs through IndexNow, and tracks both search rankings and AI citations — a fully automated growth loop for English-language websites.
See how the pipeline worksWhat is Clawman?
Clawman is an AI-driven growth platform that automates both search engine optimization (SEO) and generative engine optimization (GEO) for English-language independent websites. It runs a closed loop of nine stages — from keyword planning and content generation through quality gating, schema markup, Git publishing, IndexNow submission, and citation monitoring — without requiring full-time staff.
Classic SEO tools such as rank trackers and site auditors surface problems but leave execution to humans. Clawman is built for teams with zero full-time SEO headcount: every stage of the workflow — research, writing, review, markup, publishing, indexing, and measurement — is performed by software and large language models, with objective quality thresholds enforced at each gate.
The Nine-Stage Automation Pipeline
The Clawman pipeline covers nine stages: keyword planning, AI content generation, an automated quality gate, on-page and schema.org optimization, GEO structuring with atomic answers, internal linking, Git-based publishing, IndexNow URL submission, and continuous feedback from rankings and AI citations. Each stage produces auditable artifacts, so every published page is traceable and reproducible.
1–2. Keywords & Content
Keyword clusters are scored by intent and difficulty; long-form drafts are generated with entity-rich prompts targeting Google, Bing, and AI answer engines.
3–4. Quality Gate & Schema
Every draft must pass objective checks — length, structure, factuality signals — before Product, Organization, BreadcrumbList, and FAQPage JSON-LD are attached.
5–6. GEO & Internal Links
Each H2 opens with a 40–60 word atomic answer; pages interlink by topic cluster so both crawlers and LLMs can traverse the site graph.
7–9. Publish, Index, Measure
Pages ship via Git to CDN hosting, URLs are submitted through IndexNow, and rankings plus Share of Citation feed the next planning cycle.
Why GEO Matters Alongside SEO
Generative engine optimization (GEO) prepares content for AI assistants — ChatGPT, Claude, Perplexity, and Google AI Overviews — that answer questions directly instead of listing links. GEO techniques include atomic answers, high entity density, visible timestamps, schema.org structured data, an llms.txt file, and robots.txt rules that explicitly welcome AI crawlers such as GPTBot.
As AI assistants answer more queries directly, a growing share of discovery happens inside generated answers rather than on results pages. Being cited by ChatGPT, Claude, Perplexity, or Google AI Overviews requires machine-readable structure, not just keywords. Clawman treats Share of Citation — how often an engine cites your pages for target queries — as a first-class KPI next to rankings and clicks, and this very website applies the same playbook it sells.
| Practice | Implementation |
|---|---|
| Atomic answers | 40–60 word summary opening each H2 section |
| Structured data | Organization, WebSite, SoftwareApplication, FAQPage, BreadcrumbList JSON-LD |
| AI crawler access | robots.txt explicitly allows GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot |
| LLM site summary | /llms.txt per the llmstxt.org convention |
| Visible freshness | Machine-readable <time> timestamps on every page |
The GEO Readiness Kit
The GEO Readiness Kit packages the same rules this site runs against itself into a one-time download: 23 rules with fixes, and a Python auditor that checks 46 of them against any URL you give it. Pay what you want, from one dollar.
The platform above is still in early access, but the method behind it is not a secret worth keeping. The Kit is the checklist and the tooling, sold on its own so you can apply the work by hand today rather than wait for onboarding. It is a document set and a script, not an account on the platform — the pricing page is explicit about that distinction, about which payment methods work, and about what the Kit cannot promise.
Frequently Asked Questions
These five questions cover what Clawman is, what generative engine optimization means, how the platform differs from a reporting tool, which engines it targets, and whether it is available today. The dedicated FAQ page goes further, including how the quality gate works and why automated publishing stays within Google's guidelines.
- What is Clawman?
- Clawman is an AI-driven growth platform that automates search engine optimization (SEO) and generative engine optimization (GEO) for English-language websites. It runs a closed loop: keyword planning, content generation with a quality gate, on-page and schema optimization, Git-based publishing, IndexNow submission, and ranking plus AI-citation feedback.
- What is GEO (Generative Engine Optimization)?
- GEO is the practice of structuring website content so AI assistants such as ChatGPT, Claude, Perplexity, and Google AI Overviews can find, understand, and cite it. Core techniques include concise atomic answers, high entity density, visible timestamps, schema.org structured data, an llms.txt file, and robots.txt rules that welcome AI crawlers.
- How is Clawman different from a traditional SEO tool?
- Traditional SEO tools report problems and leave the fixes to humans. Clawman executes the full workflow automatically: it selects keywords, writes and quality-checks content, applies structured data, publishes through Git, pings search engines via IndexNow, and then measures rankings and AI citations to decide the next action, with no full-time staff required.
- Which search engines and AI assistants does Clawman target?
- Clawman targets Google and Bing for classic organic search, and optimizes content for AI answer engines including ChatGPT (GPTBot and OAI-SearchBot), Claude (ClaudeBot), Perplexity (PerplexityBot), and Google AI Overviews (Google-Extended). Share of Citation across these engines is a first-class KPI alongside rankings and organic clicks.
- Is Clawman available today?
- Clawman is in an early-access phase. The automation engine — keyword planning, content generation, quality gate, schema optimization, Git publishing, IndexNow submission, and citation monitoring — is implemented and under active testing on pilot sites. Public onboarding will open when pilot results meet our published quality bar.