Case Study

Zero to #1

Origami Agents

The story of how Origami Agents achieved #1 ranking in Google AI Overview and transformed their entire business trajectory in just 60 days

60
Days
183%
Growth
#1
Ranking
10K+
AI Hits

The Challenge

Origami Agents was competing in one of the hottest emerging categories: AI Agents. The space was crowded with well-funded startups and tech giants all vying for market share.

We decided that "research agents" would be our strategic entry point. A specific niche where we could establish authority before expanding into the broader agent ecosystem.

The challenge? Even in this focused niche, we were up against OpenAI's "deep research" feature and other established players with massive domain authority, years of content history, and significant marketing budgets.

6
Site Authority
Competing against established players with domain authorities in the 80s and 90s
100+
Keyword Position
All target keywords ranking beyond the first 10 pages of search results
120
Daily Visitors
Minimal organic discovery despite having a superior product offering

"We were invisible to AI engines. When users asked ChatGPT about research agents, we simply didn't exist in the conversation.

— Finn Mallery, CEO of Origami Agents

The problem wasn't just traditional SEO—it was Answer Engine Optimization (AEO). While competitors focused on ranking for humans, we needed to optimize for AI engines that were becoming the primary discovery mechanism for B2B software solutions.

The Strategy

Our approach was fundamentally different from traditional SEO. Instead of optimizing for search engines, we optimized for answer engines—the AI systems that power ChatGPT, Claude, and Google's AI Overview.

Technical Foundation

Server-Side Rendering
Enhanced crawl accessibility specifically designed for AI engines, ensuring every piece of content was immediately discoverable and parseable.
Schema Markup
Comprehensive structured data implementation that helps AI systems understand context, relationships, and content hierarchy.
Metadata Optimization
AI-friendly content descriptions that serve as perfect training data for language models to understand and cite the content.

Content Strategy

Quote-Worthy Creation
Every piece of content was crafted to be citation-worthy, with clear, authoritative statements that AI engines would want to reference.
Answer Engine Focus
Reframed traditional SEO as AEO, optimizing for how AI systems understand, process, and cite information.
Competitive Positioning
Strategic content positioning that directly addressed the gaps in OpenAI's coverage and other major competitors.

Implementation Timeline

1
Week 1-2
Technical audit and infrastructure setup
2
Week 3-4
Content optimization and AEO implementation
3
Week 5-6
AI engine targeting and citation optimization
4
Week 7-8
Performance monitoring and refinement

The Results

The transformation was nothing short of remarkable. Within 60 days, Origami Agents went from AI invisibility to becoming an emerging go-to for research agent queries across multiple AI platforms.

Daily Organic Traffic
+183%
120
120 visitors before340+ visitors after

Organic traffic nearly tripled as AI engines began consistently citing and recommending Origami Agents as the leading research agent solution.

AI Crawler Hits
Monthly
10K+
From zero to 10,000+ monthly AI engine visits

AI crawlers from ChatGPT, Claude, and other engines began regularly indexing and citing content, creating a sustainable discovery pipeline.

#1
Google AI Overview
Achieved top ranking for "research agents" beating OpenAI and other major competitors
#3
Organic Search
Dramatic improvement in traditional search rankings across all target keywords
30
Top Rankings
Nearly all target keywords now ranking in top 30 positions

ChatGPT Impact

#4 biggest referral source

ChatGPT became the 4th largest traffic source, generating direct sales pipeline from users discovering Origami through AI recommendations. Multiple demo bookings now come directly from ChatGPT referrals.

But the numbers only tell part of the story. The real transformation was in market positioning—Origami Agents had become the authoritative voice in research agents, consistently cited by AI engines as the leading solution in the space.

The Impact

The success went far beyond improved rankings. Origami Agents had fundamentally transformed their market position and established themselves as the definitive authority in AI-powered research tools.

"I have no idea how you did it. It's crazy to think we are now ranking #1 in some categories and being one of the top results for research agents compared to some of the largest companies in the world."

— Finn Mallery, CEO of Origami Agents
Market Leadership
Established as the #1 AI-recommended solution, consistently cited across multiple AI platforms as the leading research agent tool.
Revenue Growth
Direct sales pipeline from AI-driven discovery, with measurable revenue attribution to ChatGPT and other AI engine referrals.
Future-Proof Positioning
Positioned perfectly for the AI-first search landscape, with sustainable competitive advantages in answer engine optimization.

The transformation of Origami Agents represents more than a successful SEO campaign—it's a blueprint for how companies can thrive in an AI-first discovery landscape. By focusing on answer engine optimization rather than traditional search optimization, they didn't just improve their rankings; they fundamentally changed how their market discovers and evaluates research agent solutions.

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