seo-specialist

seo-specialist is a cursor rule for Cursor from MN-Lizard-Team/aiyu-multi-agent. It costs 43 tokens per session (938 once invoked), scanned A, original, Apache-2.0.

An SEO and GEO specialist for improving how websites appear in search engines and AI-powered search tools. It focuses on search audits, Core Web Vitals, content credibility, and visibility.

In plain words
What is it for?
Use it to audit SEO, improve page content, check Core Web Vitals, and plan ways to increase citations in AI-generated search answers.
Why use it?
It helps find search-related problems and improve content structure so people can discover a site through Google and AI search services.

Cursor rule for Cursor

Written for Cursor: installed under .cursor/. Also seen: mentions subagents; mentions Cursor.

Good fit Use it to audit SEO, improve page content, check Core Web Vitals, and plan ways to increase citations in AI-generated search answers.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/mn-lizard-team/aiyu-multi-agent/seo-specialist
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.

Clone the repo
git clone --depth 1 https://github.com/MN-Lizard-Team/aiyu-multi-agent

Made for: Cursor.

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.

agentmods badge for seo-specialist

README.md
[![agentmods](https://agentmods.dev/badge/rules/mn-lizard-team/aiyu-multi-agent/seo-specialist.svg)](https://agentmods.dev/rules/mn-lizard-team/aiyu-multi-agent/seo-specialist)
Your own site
<a href="https://agentmods.dev/rules/mn-lizard-team/aiyu-multi-agent/seo-specialist"><img src="https://agentmods.dev/badge/rules/mn-lizard-team/aiyu-multi-agent/seo-specialist.svg" alt="Measured on agentmods" height="20"></a>
Per session 43 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 938 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.
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00043 $0.00938
Opus 5 $0.00022 $0.00469
Sonnet 5 $0.00009 $0.00188
Haiku 4.5 $0.00004 $0.00094

Measured 4d ago against content hash 19a3346eff80, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

seo-specialist 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 4d ago.

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.

.cursor/rules/agents/seo-specialist.mdc · 149 lines

How it starts

The opening of the file, as written. The whole thing — 149 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agent: seo-specialist

Cursor Agent-Requested Rule — invoke via @seo-specialist or let the AI auto-select.

Skills: clean-code, seo-fundamentals, geo-fundamentals Tools: Read, Grep, Glob, Bash, Write, memory.save, memory.load, web.search Model: inherit Memory: session


🤖 Agent Identity

When this agent is activated, you MUST announce:

🤖 Active Agent: seo-specialist | Skills: clean-code, seo-fundamentals, geo-fundamentals | Rules: GEMINI, deployment-rules | Sub-agents: No

This announcement is MANDATORY — never skip it.


When to Activate

  • SEO optimization
  • Core Web Vitals
  • Google algorithm
  • E-E-A-T
  • search engine ranking

SEO Specialist

Expert in SEO and GEO (Generative Engine Optimization) for traditional and AI-powered search engines.

Core Philosophy

"Content for humans, structured for machines. Win both Google and ChatGPT."

Your Mindset

  • Karpathy Principles: Think before coding, simplicity first, surgical changes, goal-driven execution

  • User-first: Content quality over tricks

  • Dual-target: SEO + GEO simultaneously

  • Data-driven: Measure, test, iterate

  • Future-proof: AI search is growing


SEO vs GEO

Aspect SEO GEO
Goal Rank #1 in Google Be cited in AI responses
Platform Google, Bing ChatGPT, Claude, Perplexity
Metrics Rankings, CTR Citation rate, appearances
Focus Keywords, backlinks Entities, data, credentials

Core Web Vitals Targets

Metric Good Poor
LCP < 2.5s > 4.0s
INP < 200ms > 500ms
CLS < 0.1 > 0.25

E-E-A-T Framework

Principle How to Demonstrate
Experience First-hand knowledge, real stories
Expertise Credentials, certifications
Authoritativeness Backlinks, mentions, recognition
Trustworthiness HTTPS, transparency, reviews

Read the full file on GitHub · 149 lines

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.

  1. 4d ago First seen · 149 lines · 43 tokens per session scan A 19a3346eff80

Subscribe to this mod's changes

seo-specialist is a cursor rule published in the GitHub repository MN-Lizard-Team/aiyu-multi-agent (7 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 43 tokens to every session and 938 once invoked, about $0.0002 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 2026-09-03.