techhorizonlabs/thl-open

AI-visibility engineering, the open way — a Claude Code GEO/AI-search audit suite, two original tools (agent-readiness-scan + audit-report-kit), and the THL method that ties them together.

15Stars on the repository
18Mods indexed here, across every type
8d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Use when a client audit, GEO/AI-visibility snapshot, or remediation re-scan needs the Cloudflare agent-readiness score from isitagentready.com — e.g. Theo client audits, "is the site agent-ready", markdown negotiation / MCP / llms.txt / Content-Signal checks, or tracking score deltas after Tier 0/1 fixes.

not rated 15 +1 8d ago A 79 tokens original MIT

found-by-ai

02

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Measure whether AI engines actually recommend a business when buyers ask. Runs the free live scan at areyoufoundbyai.com (no auth, 60s), reads the verdict and the rivals AI names instead, hands back the fix plan, and wires monitored sites into a fix-and-re-measure loop over MCP.

not rated 15 +1 8d ago A 67 tokens original MIT

geo-audit

03

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Full website GEO+SEO audit with parallel subagent delegation. Orchestrates a comprehensive Generative Engine Optimization audit across AI citability, platform analysis, technical infrastructure, content quality, and schema markup. Produces a composite GEO Score (0-100) with prioritized action plan.

not rated 15 +1 8d ago A 60 tokens original MIT

geo-brand-mentions

04

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Brand mention and authority scanner for AI visibility. Analyzes brand presence across platforms that AI models rely on for entity recognition and citation decisions. Produces a Brand Authority Score (0-100) with platform-specific recommendations.

not rated 15 +1 8d ago A 49 tokens original MIT

geo-citability

05

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

AI citability scoring and optimization. Analyzes web page content to determine how likely AI systems (ChatGPT, Claude, Perplexity, Gemini) are to cite or quote passages from the page. Provides a citability score (0-100) with specific rewrite suggestions.

not rated 15 +1 8d ago A 61 tokens copy · 86% MIT

geo-compare

06

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Monthly delta tracking and progress reporting for GEO clients. Compares two GEO audits (baseline vs. current), calculates score improvements across all categories, tracks action item completion, and generates a "here's your progress" client report. Use when user says "compare", "delta", "monthly report", "progress"…

not rated 15 +1 8d ago A 89 tokens copy · 100% MIT

geo-content

07

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Content quality and E-E-A-T assessment for AI citability — evaluate experience, expertise, authoritativeness, trustworthiness, and content structure.

not rated 15 +1 8d ago A 31 tokens copy · 92% MIT

geo-crawlers

08

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

AI crawler access analysis. Checks robots.txt, meta tags, and HTTP headers to determine which AI crawlers can access the site. Provides a complete access map and recommendations for maximizing AI visibility while maintaining appropriate control.

not rated 15 +1 8d ago A 47 tokens copy · 97% MIT

geo-llmstxt

09

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Analyzes and generates llms.txt files -- the emerging standard for helping AI systems understand website structure and content. Can validate existing llms.txt files or generate new ones from scratch by crawling the site.

not rated 15 +1 8d ago A 46 tokens original MIT

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Platform-specific AI search optimization — audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually.

not rated 15 +1 8d ago A 34 tokens copy · 97% MIT

geo-proposal

11

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Auto-generate a professional, client-ready GEO service proposal from audit data. Creates a full proposal in markdown and PDF including executive summary, findings, recommended service packages (Basic/Standard/Premium), pricing, timeline, and terms. Use when user says "proposal", "proposta", "offerta", "preventivo"…

not rated 15 +1 8d ago A 83 tokens copy · 100% MIT

geo-prospect

12

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

CRM-lite for managing GEO agency prospects and clients. Track leads through the full sales pipeline: Lead → Qualified → Proposal Sent → Won → Lost. Store audit history, notes, deal values, and generate pipeline summaries. Use when user says "prospect", "lead", "client", "pipeline", "crm", "nuovo prospect", "aggiungi…

not rated 15 +1 8d ago A 87 tokens copy · 89% MIT

geo-report-pdf

13

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Generate a professional PDF report from GEO audit data using ReportLab. Creates a polished, client-ready PDF with score gauges, bar charts, platform readiness visualizations, color-coded tables, and prioritized action plans.

not rated 15 +1 8d ago A 46 tokens copy · 84% MIT

geo-report

14

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Generate a professional, client-facing GEO report combining all audit results into a single deliverable with scores, findings, and prioritized actions.

not rated 15 +1 8d ago A 28 tokens copy · 94% MIT

geo-schema

15

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Schema.org structured data audit and generation optimized for AI discoverability — detect, validate, and generate JSON-LD markup.

not rated 15 +1 8d ago A 26 tokens copy · 94% MIT

geo-technical

16

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

Technical SEO audit with GEO-specific checks — crawlability, indexability, security, performance, SSR, and AI crawler access.

not rated 15 +1 8d ago A 28 tokens original MIT

geo

17

techhorizonlabs/thl-open

Skill Claude CodeCodex

Part of thl-open

GEO-first SEO analysis tool. Optimizes websites for AI-powered search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) while maintaining traditional SEO foundations. Performs full GEO audits, citability scoring, AI crawler analysis, llms.txt generation, brand mention scanning, platform-specific…

not rated 15 +1 8d ago A 139 tokens original MIT

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