Product Marketing and Go-to-Market for an AI Visibility SaaS
A category, positioning, pricing and acquisition architecture for an actionable AI-search platform serving small teams and agencies.
Evidence status: Scope and contribution are documented from the supplied portfolio material. No numerical performance result was provided, so this case uses qualitative business outcomes only.
Problem
The emerging AI Search, GEO and AEO market already contained enterprise and self-service monitoring tools. The product needed a specific category position and a simple commercial story.
Solution
- Mapped competitors, category structure, ICPs and product differentiation.
- Designed positioning, pricing architecture, website strategy and core messaging.
- Built comparison-page, GEO, AEO and programmatic SEO frameworks.
- Defined free-audit acquisition, agency use cases and a launch content backlog.
Results
- SMB and agency positioning
- Pricing and website architecture
- Acquisition content roadmap
Key insight
The product was positioned as an AI Search Growth OS that converts visibility gaps into a prioritized action plan.