What is seo-geo-optimizer?

A toolkit for checking and improving how web content appears in search engines, AI systems, answer engines, and voice assistants. It can analyze content, metadata, keywords, and structured data.

Use it to audit HTML content, extract keywords, generate FAQ structured data, check metadata, and produce SEO, GEO, and AEO reports.

It helps identify content and page-information problems that may reduce visibility or make answers less likely to cite the site.

seo-geo-optimizer — Skill for Claude Code by ViryaZheng

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add ViryaZheng/recomby-geo --skill seo-geo-optimizer

Clone the repo

git clone --depth 1 https://github.com/ViryaZheng/recomby-geo

Made for: Claude Code.

Or install recomby-geo, the plugin that ships this one along with the rest of its 9 skills, 7 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/viryazheng/recomby-geo/seo-geo-optimizer/github.svg)](https://agentmods.dev/skills/viryazheng/recomby-geo/seo-geo-optimizer)

Your own site

<a href="https://agentmods.dev/skills/viryazheng/recomby-geo/seo-geo-optimizer"><img src="https://agentmods.dev/badge/skills/viryazheng/recomby-geo/seo-geo-optimizer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/viryazheng/recomby-geo/seo-geo-optimizer"><img src="https://agentmods.dev/badge/skills/viryazheng/recomby-geo/seo-geo-optimizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 121 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,496 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00121	$0.02496
Opus 5	$0.00060	$0.01248
Sonnet 5	$0.00024	$0.00499
Haiku 4.5	$0.00012	$0.00250

Measured 12d ago against content hash 49999e7f1a18, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

seo-geo-optimizer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

The scan reads SKILL.md. This mod also ships 17 executable files (scripts/analyze_content.py, scripts/audit_report.py, scripts/auto_implementer.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/recomby-geo/skills/seo-geo-optimizer/SKILL.md · 320 lines

How it starts

The opening of the file, as written. The whole thing — 320 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SEO/GEO/AEO Optimizer Guide

Overview

This skill analyzes content for SEO/GEO/AEO optimization across traditional search engines, AI platforms, and answer engines. Use it to audit content files, generate schema markup, validate metadata, extract keywords, and produce comprehensive reports with actionable recommendations.

2025 Context: AI-referred traffic grew 527% (Jan-May 2025). Content optimized for AI citation shows 33-40% higher visibility.

Quick Start

Comprehensive Audit

# Generate full audit report (JSON, Markdown, HTML)
python scripts/audit_report.py ~/project/about.html --format all

# Output: ~/Documents/SEO_Audit_YYYY-MM-DD_HH-MM-SS/
# - audit_report.json (raw data)
# - audit_report.md (readable text)
# - audit_report.html (visual dashboard)

Content Analysis

# Analyze file structure and metadata
python scripts/analyze_content.py ~/project/page.html

# Output: JSON with meta tags, schema, content structure, issues, score

Schema Generation

# Generate FAQ schema (highest AI citation probability)
python scripts/schema_generator.py faq \
  --question "What is longevity medicine?" \
  --answer "Longevity medicine optimizes biomarkers like LDL <70 mg/dL to reduce cardiovascular risk by 30-40%."

# Generate Article schema with E-E-A-T signals
python scripts/schema_generator.py article \
  --title "Understanding Biomarkers" \
  --author "Dr. Sarah Johnson" \
  --credentials "MD, PhD" \
  --date "2025-01-15"

Content Optimization (Phase 2)

# Full optimization pipeline for specific platform
python scripts/auto_implementer.py page.html perplexity

# Optimize content structure (meta description, FAQ, data tables)
python scripts/content_optimizer.py page.html

# Platform-specific optimization
python scripts/platform_optimizer.py page.html chatgpt

# Check freshness (3.2x citations for content <30 days old)
python scripts/freshness_monitor.py page.html

Core Operations

1. Metadata Validation

Read the full file on GitHub · 320 lines

Files

What ships with it

31 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

12d ago First seen · 320 lines · 121 tokens per session scan A 49999e7f1a18

Subscribe to this mod's changes

seo-geo-optimizer is a skill published in the GitHub repository ViryaZheng/recomby-geo (454 stars, last pushed 2mo ago), licensed MIT. It adds 121 tokens to every session and 2,496 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Marketing and SEO agent-cli ai-agent ai-coworker ai-employee ai-workforce anthropic

seo-geo-optimizer

Getting it into your agent

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Nothing flagged

How it starts

SEO/GEO/AEO Optimizer Guide

Overview

Quick Start

Comprehensive Audit

Content Analysis

Schema Generation

Content Optimization (Phase 2)

Core Operations

1. Metadata Validation

What ships with it

What this file has done since we first saw it

Other skills, from other repositories

code-agent

code-review

code-plan

code-review-github

code-review-standards

tavily-research