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PIXENOX

Unified SEO/AEO/GEO Engine.

Converged search optimization system delivering 340% organic traffic growth and 45 first-page rankings in 8 months.

Unified SEO/AEO/GEO Engine
Summary

A B2B SaaS company with a domain authority of just 18 was effectively invisible in organic search, struggling to compete in a saturated market dominated by well-established players. Over-reliance on paid acquisition had driven customer acquisition costs to unsustainable levels, while diminishing returns from ad spend began eroding overall market position and growth momentum. The company needed a scalable, long-term growth engine that could reduce dependency on paid channels and unlock compounding visibility.

We deployed a unified optimization framework that tightly integrated technical SEO, Answer Engine Optimization (AEO), and Geographic SEO (GEO) into a single, continuously evolving system. On the technical front, we executed over 200 targeted fixes addressing crawlability, indexation, site architecture, Core Web Vitals, and internal linking structures—ensuring search engines could efficiently discover and rank content.

To capture emerging AI-driven discovery channels, we implemented structured data strategies specifically optimized for AI assistants and answer engines, enabling the platform to surface in featured snippets, voice search results, and conversational AI responses. Simultaneously, we launched a GEO strategy by building localized, high-intent landing pages tailored for 12 distinct markets—each optimized for regional search behavior, language nuances, and competitive landscapes.

A key differentiator was the introduction of programmatic content generation pipelines designed to capture long-tail keyword opportunities at scale. These pipelines combined search intent modeling, keyword clustering, and automated content frameworks to consistently produce high-quality, indexable pages aligned with user demand. To ensure continuous optimization, we built a real-time ranking and performance monitoring dashboard, providing granular visibility into keyword movements, traffic patterns, and conversion attribution.

Within just 8 months, organic traffic increased by 340%, with 45 high-value keywords reaching the first page of search results. Cost per qualified lead dropped by 62%, significantly improving marketing efficiency and ROI. Most importantly, organic search evolved into the company’s primary acquisition channel, contributing 38% of total qualified leads and establishing a sustainable, compounding growth engine.

By tightly integrating engineering precision with growth strategy, the company transitioned from near invisibility to a dominant, discoverable presence—positioned for long-term scalability without dependence on escalating paid acquisition costs.

Tech Stack
Next.jsPythonBigQueryVercelAhrefs
Length of Project8 months
Pixenox