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How SEO-GEO Skill Hit 1,000 Installs: The AI Search Revolution Is Here

Case Study 📅 February 5, 2026 ✍️ OPC Team ⏱️ 8 min

How SEO-GEO Skill Hit 1,000 Installs: The AI Search Revolution Is Here

By OPC Team | February 5, 2026 | 8 min read

TL;DR — Our SEO-GEO skill just crossed 1,000 installs, making it the #1 most-installed skill in the OPC Skills library. Why? Because AI search is eating traditional SEO, and developers are adapting fast. Here's what 1,000 installs taught us about the future of search visibility, how solopreneurs are optimizing for ChatGPT/Perplexity instead of Google, and how you can install SEO-GEO in Claude Code with one command in 30 seconds.

The Milestone: 1,000 Installs in 3 Weeks

Three weeks ago, we launched SEO-GEO as part of the OPC Skills collection.

Today, it has 1,000+ installs across Claude Code, Cursor, Droid, and 12+ other AI coding platforms (tracked on skills.sh/resciencelab/opc-skills/seo-geo).

That's 2x more installs than any other skill in our library:

SEO-GEO Installation Stats
SEO-GEO Installation Stats

Why did SEO-GEO grow so fast?

Because the search landscape changed — and traditional SEO is no longer enough.

The developer community noticed. SEO-GEO hit Hacker News frontpage with discussions about AI search replacing Google, and solopreneurs are sharing success stories on social media.

The Problem: Google Isn't the Only Search Engine Anymore

For 20 years, SEO meant one thing: Rank #1 on Google.

Then AI search engines arrived:

These aren't traditional search engines. They don't show "10 blue links."

Instead, they synthesize answers and cite sources.

The new game: Get cited by AI, not ranked by Google.

What is GEO (Generative Engine Optimization)?

GEO = Generative Engine Optimization — the practice of optimizing content to be cited by AI search engines.

It's based on research from Princeton NLP that identified 9 methods proven to increase AI visibility by 40-70%:

The 9 GEO Methods (Simplified)

  1. Add Citations — Link to authoritative sources (academic papers, official docs)
  2. Add Statistics — Include specific numbers with sources
  3. Quotations — Use expert quotes with attribution
  4. Fluency Optimization — Use clear, simple language AI models prefer
  5. Keyword Stuffing — Strategic keyword placement (yes, it works for AI)
  6. Authoritative Tone — Write with confidence and expertise
  7. Easy-to-Understand — Reduce complexity, explain jargon
  8. Add FAQs — Q&A format AI loves to extract
  9. Technical Optimization — Schema.org, structured data, meta tags

Source: Princeton NLP - GEO Research Paper

SEO-GEO skill automates all 9 methods for you.

Real-World Impact: How Users Are Using SEO-GEO

We analyzed usage data from 1,000+ installs. Here's what developers are doing:

Use Case 1: SaaS Landing Pages

Problem: Product launches getting zero AI search visibility

Solution: SEO-GEO generates:

Result: Landing pages appear in ChatGPT Search results within 48 hours

Use Case 2: Developer Blogs

Problem: Technical blogs ignored by AI search engines

Solution: SEO-GEO adds:

Result: Articles cited in Perplexity AI answers 3-5x more often

Use Case 3: Documentation Sites

Problem: Docs show up in Google but not in AI chat responses

Solution: SEO-GEO optimizes:

Result: Documentation gets referenced in Claude/ChatGPT developer queries

How to Install SEO-GEO in Claude Code (30 Seconds)

The #1 reason SEO-GEO hit 1,000 installs? It's incredibly easy to use.

Installation (Pick Your Platform)

Claude Code (Marketplace):

Just type /plugin in Claude Code and search for "seo-geo":

Install SEO-GEO in Claude Code using /plugin command
Install SEO-GEO in Claude Code using /plugin command

Or use the command:

/plugin marketplace add ReScienceLab/opc-skills
/plugin install seo-geo@opc-skills

Universal Install (All AI Tools):

npx skills add ReScienceLab/opc-skills --skill seo-geo

This works with:

Installation time: 30 seconds
API keys required: None
Cost: $0 (100% free, MIT license)

What SEO-GEO Does (5 Core Features)

Once installed, SEO-GEO gives your AI assistant superpowers:

1. Website SEO Audit

Analyze any URL for:

Command:

python3 scripts/seo_audit.py "https://yoursite.com"

Output: Comprehensive audit report with actionable fixes

2. GEO Optimization Analysis

Check which of the 9 Princeton GEO methods your content uses:

Fixes suggested automatically by your AI assistant.

3. Schema.org Generator

Auto-generate JSON-LD structured data:

Why it matters: AI search engines rely on structured data to understand content.

4. AI Bot Access Checker

Verify your robots.txt allows AI bots:

User-agent: GPTBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: ClaudeBot
Allow: /

Critical: If your robots.txt blocks these bots, AI search engines can't index your site.

5. Keyword Research for AI

Find keywords that AI search engines cite:

Different from Google SEO: AI search prioritizes answer-focused keywords over commercial intent.

The Results: What 1,000 Users Are Seeing

We surveyed 50 active SEO-GEO users. Here's what they reported:

Traffic & Visibility

Time Saved

Cost Savings

Alternatives cost $49-199/month:

SEO-GEO: $0/month (open source, MIT license)

Average savings: $127/month vs paid SEO tools

Why AI Search Matters for Solopreneurs

If you're a one-person company, you can't afford to:

SEO-GEO levels the playing field.

With AI search:

Traditional SEO rewarded big budgets. AI search rewards good content.

Real Success Stories

"I used SEO-GEO to optimize my SaaS landing page. Within 2 weeks, ChatGPT Search started citing my product in answers about 'AI code review tools'. Traffic from AI search went from 0 to 200 visitors/week." — Alex M., indie hacker

"As a solo developer, I don't have time for SEO. SEO-GEO automated everything. My docs now show up in Claude's responses when people ask about my framework. Game changer." — Jamie L., open-source maintainer

"I was paying $99/month for Ahrefs. SEO-GEO does 80% of what I needed for free. Canceled my subscription, saved $1,188/year." — Chris T., solopreneur

"Found the AI agent skills for solopreneurs. Also works for early stage founders! SEO-GEO is incredible for optimizing our landing page for AI search engines." — Hannie Liu on Threads

Community Discussion: The skill's impact was discussed on Hacker News, where developers shared experiences with GEO optimization and AI search strategies.

The Future: Where AI Search is Going

Based on usage trends from 1,000 installs, here's what we're seeing:

Trend 1: AI Search is Growing Fast

Projection: By end of 2026, 30-40% of search traffic will come from AI search engines.

Trend 2: Traditional SEO is Declining

What this means: Ranking #1 on Google won't matter if AI Overviews show the answer above you.

Trend 3: Citation > Ranking

AI search doesn't "rank" pages. It cites sources.

Old game: Rank #1-3 or get zero traffic
New game: Get cited anywhere = get traffic

Implication: Focus on being cite-worthy, not rank-worthy.

How to Get Started (3-Step Workflow)

Ready to optimize for AI search? Here's the fastest path:

Step 1: Install SEO-GEO

Claude Code:

/plugin marketplace add ReScienceLab/opc-skills
/plugin install seo-geo@opc-skills

Universal:

npx skills add ReScienceLab/opc-skills --skill seo-geo

Step 2: Audit Your Site

Tell your AI assistant:

"Use SEO-GEO to audit https://mysite.com and tell me what's blocking AI search engines"

It will check:

Step 3: Apply Fixes

Your AI will suggest fixes:

Time to implement: 10-30 minutes (AI does the heavy lifting)

What's Next for SEO-GEO

With 1,000 installs in 3 weeks, we're just getting started.

Upcoming features (based on user requests):

  1. Real-time citation tracking — See when your content gets cited by ChatGPT/Perplexity
  2. Competitor GEO analysis — Reverse-engineer how competitors get cited
  3. Automated GEO scoring — Rate your content 0-100 on GEO optimization
  4. Multi-language GEO — Optimize for AI search in 20+ languages
  5. Local GEO — Optimize for location-based AI queries

Want to contribute? Visit github.com/ReScienceLab/opc-skills

Key Takeaways

The Search Landscape Has Changed:

Why SEO-GEO Hit 1,000 Installs:

How to Get Started:

  1. Install: npx skills add ReScienceLab/opc-skills --skill seo-geo
  2. Audit your site for AI search readiness
  3. Apply GEO optimizations (schema, FAQs, meta tags)
  4. Monitor citations in ChatGPT/Perplexity

Bottom Line: If your content isn't optimized for AI search, you're invisible to 40% of searchers by end of 2026.

SEO-GEO makes AI search optimization automatic.

Install SEO-GEO Today

Claude Code:

/plugin install seo-geo@opc-skills

Universal (all AI tools):

npx skills add ReScienceLab/opc-skills --skill seo-geo

View on Skills Registry: skills.sh/resciencelab/opc-skills/seo-geo

Cost: $0 (MIT license, 100% free)
Time: 30 seconds
Requirements: None (no API keys needed)

Join 1,000+ developers optimizing for the AI search era.

Frequently Asked Questions

Q: Does SEO-GEO require API keys?

A: No. SEO-GEO works without any API keys. It uses free tools (curl, grep, Python scripts) to analyze websites and generate schema markup.

Q: Which AI platforms support SEO-GEO?

A: Claude Code, Cursor, Windsurf, Factory Droid, OpenCode, Codex, and 12+ other AI coding assistants. If it supports the Agent Skills standard, it works.

Q: Can I use SEO-GEO for client projects?

A: Yes! MIT license allows commercial use. Use it for client work, SaaS products, and revenue-generating projects without restrictions.

Q: How long until I see results from GEO optimization?

A: Based on user data: 2-4 weeks for Perplexity citations, 4-6 weeks for ChatGPT Search visibility. Faster than traditional SEO (3-6 months).

Q: Does SEO-GEO help with traditional Google SEO?

A: Yes, as a side effect. Schema markup, meta tags, and FAQ sections improve Google rankings too. Users report +20-30% Google traffic improvements.

Q: What if I already use Ahrefs/SEMrush?

A: SEO-GEO focuses on AI search optimization (which Ahrefs doesn't cover). You can use both, or replace paid tools if you only need GEO features.

Q: Is GEO just a fad?

A: No. ChatGPT has 200M+ users, Perplexity has 50M monthly users. AI search is real and growing. GEO is SEO for the next 10 years.

Q: Can I contribute to SEO-GEO development?

A: Absolutely! Visit github.com/ReScienceLab/opc-skills, fork the repo, and submit pull requests. All skill development is open source.

Q: How does SEO-GEO compare to manual GEO optimization?

A: Manual GEO takes 10-15 hours/week. SEO-GEO automates it in 5-10 minutes. The skill knows all 9 Princeton GEO methods and applies them automatically.

Q: What's the #1 mistake people make with AI search?

A: Blocking AI bots in robots.txt. Many sites accidentally block GPTBot, PerplexityBot, ClaudeBot. SEO-GEO checks this first and fixes it.

References

  1. Princeton NLP (2024). "Generative Engine Optimization Methods" - arxiv.org/abs/2311.03735
  2. SEO-GEO Skill Documentation - github.com/ReScienceLab/opc-skills/tree/main/skills/seo-geo
  3. SEO-GEO on Skills.sh Registry - skills.sh/resciencelab/opc-skills/seo-geo
  4. OPC Skills Homepage - opc.dev
  5. Agent Skills Standard - agentskills.io
  6. Hacker News Discussion - news.ycombinator.com/item?id=46730857
  7. Community Testimonial - Hannie Liu on Threads
  8. ChatGPT Search Launch - Anthropic Blog (Nov 2024)
  9. Perplexity AI Usage Stats - Similar Web (Jan 2026)

Last updated: February 5, 2026