The open layer of how Tech Horizon Labs runs GEO / AI-visibility audits — a Claude Code skill suite, two original tools, and the method that ties them together.
The method in this repo, automated. Enter your URL, get your AI-visibility score across ChatGPT · Claude · Perplexity · Google AI — no install, no Claude Code, just the answer.
A client-ready audit — composite score, evidence-backed findings, ranked fixes — produced by audit-report-kit in this repo. (Sample data is fictional.)
Search is splitting in two. A growing share of your future customers will never click a blue link — they'll get an answer straight from ChatGPT, Claude, Perplexity, or Google's AI Overview. GEO — Generative Engine Optimization — is how you stay inside that answer. This repo is how we measure it, engineer it, and prove the movement.
We're an Australian AI-visibility agency. This is the open layer of our practice: the method we actually use on client work, the tools we built ourselves, and our improvements to the open-source GEO suite we build on. The calibration data, client playbooks, and full engagement pack stay proprietary — but the method and the utilities are here, for free.
Same method, three depths — start wherever you are:
| ⚡ Instant | areyoufoundbyai.com | Enter your URL → your AI-visibility score in ~60 seconds. Free, hosted, nothing to install. This is the method below, automated. |
| 🛠 Do it yourself | this repo | Run the full six-dimension audit in Claude Code — the same method, all the evidence, none of the black box. |
| 🤝 Done for you | Tech Horizon Labs | We deploy it on your stack, with the calibration data and client playbooks that stay proprietary. |
Everything in this repo is organised around one opinionated workflow — the THL GEO Method. Three layers, each answering a different question:
flowchart TB
A["1 · Dimensional audit — geo-audit<br/>six GEO dimensions → a 0–100 composite + action plan"]
B["2 · External benchmark ★ — agent-readiness-scan<br/>Cloudflare's 0–100, tracked as a delta across re-audits"]
C["3 · Deliverable ★ — audit-report-kit<br/>a branded PDF + compile-checked JSON-LD to paste"]
A --> B --> C
A -.-> C
classDef thl fill:#6993ff,stroke:#1a1a2e,color:#ffffff;
class B,C thl;
The discipline that makes it repeatable: every score traces to evidence, the composite is a fixed formula, and you verify the artifacts — not that "a run happened." Full write-up in docs/THL-GEO-METHOD.md; the run-time QA lives in the audit checklist.
| Component | What it does |
|---|---|
skills/agent-readiness-scan |
Turns Cloudflare's public isitagentready.com check into audit-grade artifacts — a fixed-schema CSV, the 0–100 score, and the evidence behind it. The independent benchmark the dimensional audit can't give itself. |
tools/audit-report-kit |
Turns an audit's JSON into a polished, branded client PDF (react-pdf) plus compile-checked JSON-LD (schema-dts) — the schema the audit recommends, ready to paste. (That's the report pictured above.) |
docs/THL-GEO-METHOD.md |
The orchestration + scoring discipline above. |
A comprehensive set of Claude Code skills for Generative Engine Optimization — full audits, citability scoring, AI-crawler analysis, llms.txt, schema markup, brand-mention scanning, platform-specific optimization, technical SEO, content E-E-A-T, and report generation.
Honest attribution: the
geo-*skills are an improved fork ofgeo-seo-claudeby Zubair Trabzada (MIT). We've de-rotted them, fixed portability, and wired them into our method and tools — but the foundation is his good open-source work, and we credit it. SeeNOTICE.mdandCHANGELOG.md. Improving and crediting open source is the standard we hold ourselves to.
As a Claude Code plugin (installs the whole suite). Run these as two separate
commands — paste the first, press Enter, then paste the second (pasting both at once
makes Claude Code treat the blob as one broken /plugin call):
/plugin marketplace add https://github.com/techhorizonlabs/thl-open
/plugin install thl-open@thl-open
Use the full
https://URL — the shortowner/repoform makes some setups clone via SSH and fail without an SSH key configured.
Or copy just the skills you want:
cp -R skills/agent-readiness-scan ~/.claude/skills/
cp -R skills/geo-audit skills/geo-crawlers skills/geo-schema ~/.claude/skills/Then, in Claude Code:
run an agent-readiness scan on example.com
do a GEO audit of example.com
The report kit (Node):
cd tools/audit-report-kit && npm install && npm run report # → out/*.pdf + out/*.jsonld👉 New here? Start with examples/ — copy-paste prompts for every
skill and one worked audit (fictional broker) you can read end to end.
examples/— prompts + a worked end-to-end audit.- the THL GEO Method — the three layers and the scoring discipline.
- Sources — the primary research the method is grounded in, and what we don't claim.
- How THL Open compares — an honest look at the other GEO tools (and where they're ahead).
- Skill-Authoring Standard — how we author skills, and the bar for PRs.
evals/— how we keep the audit repeatable.
Heads up: skills can run code and fetch the open web. Read a skill before you install it, and treat fetched web content as data, not instructions. There's no telemetry — nothing here phones home (
SECURITY.md). Our authoring standard bakes this in; we ask the same of contributions.
Tech Horizon Labs is a Claude-native GTM + AI-visibility studio. We deploy this infrastructure for real clients — insurance brokers, professional-services firms, and scale-ups — on Cloudflare, into the workspace they already run. This repo is the part we can give away — and areyoufoundbyai.com is the method automated into a free scanner anyone can run in 60 seconds.
If it's useful, a ⭐ helps. Issues and PRs welcome — see CONTRIBUTING.md.
MIT. The geo-* suite retains its original MIT notice (Zubair Trabzada) per skills/geo/LICENSE-geo-seo-claude; everything else is © Tech Horizon Labs. Use it, fork it, ship it.