User Profile:
Industry: Digital Marketing & SEO Consulting
Company Size: Mid-sized agency (20-50 employees)
Team: Content strategists, SEO specialists, and marketing advisors
Feature Used: Atypica’s AI-powered market research reports with dual-framework analysis (JTBD + Technical-Behavioral modeling)
As AI search engines like Perplexity and ChatGPT began reshaping how users discover content, the agency faced a critical knowledge gap: How do we optimize for AI citations instead of just keyword rankings?
Traditional SEO playbooks offered no answers. Their clients were experiencing unexplained traffic drops—up to 46% CTR decline in some niches—as users increasingly got answers directly from AI summaries without clicking through. The team needed deep insights into why users were shifting to AI search and what technical factors these platforms prioritize.
Fragmented understanding of AI search behavior across Perplexity, Gemini, and ChatGPT
No standardized metrics to measure “AI citability” or answer engine visibility
Client skepticism about investing in unproven “Answer Engine Optimization” strategies
Resource constraints for conducting primary user research and technical analysis
Using Atypica’s comprehensive research report, the agency uncovered game-changing insights:
Behavioral Discovery: Users aren’t just searching differently—they’re “hiring” AI for three distinct jobs: instant synthesis (most common), research acceleration, and creative partnership. This insight reshaped their content strategy from keyword-focused to intent-driven.
Technical Blueprint: The report revealed how RAG (Retrieval-Augmented Generation) actually works, showing that structured data acts as a “translation layer” for AI engines. Armed with platform-specific citation mechanisms, they knew exactly how to optimize for each AI system.
Actionable Framework: The four-pillar AEO strategy gave them a clear implementation roadmap—from answer-first content structure to schema markup priorities—backed by real user quotes and technical documentation.
Short-term (0-3 months):
Implemented answer-first content restructuring for 50+ client pages
Achieved 3x increase in AI citation appearances in Perplexity results
Secured two new enterprise clients with data-backed AEO proposals
Long-term (6-12 months):
Established “AI Citation Rate” as a core KPI in client dashboards
Positioned agency as thought leaders in the emerging AEO space
Generated 40% higher-quality traffic from AI referrals (longer sessions, lower bounce rates)
Traditional Approach:
Manual browsing through scattered blog posts → Hours of synthesis → Still lacking technical depth → Generic SEO recommendations
With Atypica:
Single comprehensive report → Dual-framework analysis (JTBD + technical) → Platform-specific strategies → Data-backed client proposals → Measurable AEO metrics
Ready to navigate the AI search transformation? Atypica’s strategic research reports turn complex market shifts into actionable intelligence—so you can lead, not follow.