Case Study

AI-Powered $100,000 Monthly Product Specific Lifecycle Funnel for 3x ROI Performance

PPC AI Web Development Email Marketing Psychology

Designed and executed a data-driven, AI-powered product funnel to increase conversions by 3x ROI and scale revenue through $100,000 monthly targeted advertising, psychology-driven messaging, and high-performance landing page design.

About This Project

Company: Forme Science
Industry: Fitness & Apparel E-Commerce
Campaign Duration: 30 days

United States 15–20 Employees Apparel Fitness E-Commerce

US Made, Patented Self Correcting™ Activewear Powered by Muscle Memory Technology™ for your Best Alignment and Back Health.

View Brand ↗

$100K

Monthly budget

$118

Average order value

$39–$60

Target CPA

Target ROAS

30 Days

Campaign duration

$1.50–$3

Target CPC

Approach

The Strategy

Figure 01. Shows the budget strategy, product funnel lifecycle stages, and the landing page presentation for the product-specific AI-built conversion funnel. View the full presentation here.

AI Developed and Designed Product-Specific Conversion Funnel

Rather than relying on broad brand awareness, this strategy focused on building a product-specific conversion funnel designed to directly address a high-impact consumer pain point — chronic back pain. By aligning a single product with a clearly defined problem, the funnel increases relevance, engagement, and conversion likelihood.

The system integrates AI-generated creative production, targeted messaging, and a dedicated landing page experience. Combined with structured paid media allocation and continuous A/B testing, this approach creates a scalable and repeatable acquisition model optimized for performance and return on ad spend.

Establish Effective Communication

Messaging was developed using demographic and behavioral research, identifying that back pain affects a majority of the population and is reported more frequently among women. By aligning the product's benefits with Maslow's Hierarchy of Needs, the communication strategy emphasizes improved quality of life, physical capability, and progression toward self-actualization.

This ensures the messaging resonates both emotionally and functionally with the end user — connecting the product's technical innovation to a deep, universal human desire for physical wellness and self-improvement.

Figure 02. Shows the five-tier model of Maslow's Hierarchy of Needs (McLeod, PhD, S., 2025).

Implementation

The Execution

AI-Driven Advertising Creatives Using ElevenLabs, Nano Banana & Kling 3.0

Execution combined multiple AI tools to rapidly produce high-quality marketing assets and streamline development. Claude was used to design and build a high-converting product landing page, while AI video tools and ElevenLabs were used to generate product-specific advertising creatives.

This enabled rapid iteration, reduced production costs, and increased the volume of testable assets for performance optimization — allowing more creative variations to be tested simultaneously.

Claude Code AI Generated Landing Page Built for Conversion & Value Proposition

In parallel, retargeting email campaigns were designed to re-engage users who interacted with the funnel, including abandoned cart flows and educational sequences. These emails reinforce the product's value while guiding users back toward conversion.

Creative Iteration & Retargeting Systems

Multiple AI-generated ad variations were developed to enable continuous A/B testing across messaging, visuals, and audience targeting. This approach increases the likelihood of identifying high-performing creatives quickly. Retargeting email campaigns including abandoned cart flows and educational sequences reinforce the product's value while guiding users back toward conversion, increasing overall funnel efficiency.

Campaign Schedule

Timeline

This campaign was a conceptual execution, structured around proven performance marketing principles and industry benchmarks. The funnel architecture was developed over 30 days, encompassing AI-generated creative production, landing page development, paid media strategy, and retargeting system design.

Outcomes

Performance Results

While this was a conceptual execution, the system is structured around proven performance marketing principles and industry benchmarks. Based on the strategy, the funnel is designed to achieve scalable customer acquisition with a target ROAS of 2–3x, efficient CPA ranges, and strong engagement metrics across paid and retargeting channels. The combination of data-driven targeting, AI-powered creative production, and conversion-focused design creates a repeatable framework for sustained growth.

$1.50–$3

Target CPC

$39–$60

Target CPA

$118

Average order value

$100K

Monthly budget

Takeaways

Final Thoughts

This campaign validated the effectiveness of AI-driven production pipelines in performance marketing. By combining product-specific funnel architecture with psychology-driven messaging and a scalable creative testing system, the strategy creates a blueprint for achieving consistent returns at significant ad spend levels.

The AI tools used throughout the production process — Claude, ElevenLabs, Nano Banana, and Kling — dramatically reduced time-to-market for creative assets while increasing the volume of testable variations. With the right implementation, this framework is positioned to evolve into a predictable, high-ROAS customer acquisition engine.

← Back to Case Studies