Case Study 6:
Answer Engine Optimization for B2B Services

Client Profile
Industry: Digital Marketing - LinkedIn Marketing Agency
Company: Vajra Global
Size: 15 employees
Annual Revenue: $800K
Service Focus: LinkedIn marketing and lead generation for B2B companies
Location: India, serving global clients

Situation
Vajra Global, a specialized LinkedIn marketing agency, operated in an increasingly competitive digital marketing landscape where traditional SEO strategies were becoming less effective. With the rapid emergence of Ai-powered search experiences—Google Ai Overview, ChatGPT, Perplexity, and Bing Copilot—the agency recognized that search behavior was fundamentally changing. Users no longer clicked through multiple search results; instead, they received synthesized answers directly within search interfaces.

The agency understood that appearing in these AI-generated answers could be transformative for their business, but traditional SEO tactics weren’t designed
for this new search paradigm. Research indicated that Ai Overview and featured snippets were capturing significant search traffic, with some queries generating
zero clicks to websites as users received complete answers within search results.

Complication
Vajra Global faced several strategic challenges:

Declining Organic Traffic: Traditional SEO rankings weren’t translating to website visits
Competitive Market Saturation: Hundreds of LinkedIn marketing agencies competing for the same keywords
Search Behavior Evolution: Users asking questions to Ai rather than searching traditional keywords
Zero-Click Search Results: Answers provided directly in search results reduced website clicks
Limited Brand Visibility: Despite expertise, agency wasn’t appearing in Ai-powered search results
Resource Constraints: Small team unable to compete with larger agencies on content volume

Question
How could Vajra Global optimize its digital presence to appear in Ai-powered search results, featured snippets, and Google Ai Overview to capture qualified leads without dramatically increasing content production costs?

Approach
Gallea Ai implemented a comprehensive Answer Engine Optimization (AEO) strategy:

Phase 1: AEO Opportunity Analysis
Content Audit: Examined existing content through an Ai lens rather than traditional SEO perspective
Question Mapping: Identified questions potential clients asked about LinkedIn marketing
Gap Analysis: Found where current content lacked clarity or prominence for Ai interpretation
Schema Assessment: Evaluated structured data implementation

Phase 2: Content Restructuring
Concise Answer Formatting: Created 40-60 word direct answers to specific questions at the beginning of content
FAQ Schema Implementation: Added structured data markup for frequently asked questions
HowTo Markup: Implemented step-by-step structured data for process-oriented content
Conversational Language: Adapted content to match natural language queries and voice search patterns

Phase 3: Authority Building
Citation-Friendly Content: Included clear bylines, publication dates, and source attribution
Expert Positioning: Demonstrated expertise through case studies, data, and thought leadership
Link Architecture: Built internal linking structure supporting topical authority
External Validation: Earned mentions and citations from authoritative industry sources

Phase 4: Technical Optimization
Enhanced Schema Markup: Implemented Organization, Service, FAQ, and Review schemas
Structured Data Validation: Ensured all markup properly validated and understood by search engines
Page Speed Optimization: Improved loading times for better user experience and search performance
Mobile Optimization: Ensured flawless mobile experience for voice search users

Phase 5: Monitoring and Iteration
Ai Visibility Tracking: Monitored appearances in Google Ai Overview, ChatGPT, and Perplexity
Performance Analysis: Tracked which content formats and structures performed best
Continuous Refinement: Iteratively improved content based on Ai citation patterns

Results
The AEO strategy delivered breakthrough visibility:

Search Visibility Achievements
• Featured in Google Ai Overview for “Best LinkedIn marketing agency India”
• Appeared in top Ai-generated answers across multiple platforms (Google, Bing Copilot, Perplexity)
• Zero-click prominence - agency name visible without users clicking through search results
• Voice search visibility for relevant conversational queries

Business Impact
• 40% increase in qualified inbound leads
• Higher quality traffic - visitors pre-qualified through Ai answer context
• Enhanced brand authority through Ai platform citations
• Competitive differentiation as early AEO adopter
• Improved conversion rates from Ai-sourced traffic vs. traditional search

Strategic Outcomes
• Established thought leadership position in Answer Engine Optimization
• Created defensible competitive advantage through early adoption
• Reduced dependency on traditional paid search
• Built foundation for long-term organic visibility in Ai-powered search

Insights & Recommendations

Key Learnings

1. AEO Creates First-Mover Advantage: Early adopters claim territory competitors haven’t discovered
2. Different from Traditional SEO: AEO requires concise, direct answers rather than comprehensive long-form content
3. Structured Data is Critical: Schema markup significantly increases likelihood of Ai citation
4. Quality Over Quantity: One perfectly optimized answer outperforms multiple traditional SEO pages
5. Conversational Content Wins: Natural language matching how people speak to Ai assistants is essential
6. Citations Build Authority: Being cited by Ai platforms creates credibility and trust with users

Recommendations for B2B Service Providers
• Audit Content for AEO: Review existing content through Ai interpretation lens, not just keyword optimization
• Create Answer-First Content: Lead with direct, concise answers to specific questions
• Implement Comprehensive Schema: Add structured data for all relevant content types
• Target Question-Based Queries: Optimize for complete questions people ask Ai assistants
• Monitor Ai Platforms: Track visibility in Google Ai Overview, ChatGPT, Perplexity, and Bing Copilot
• Build Topical Authority: Create interconnected content clusters around core expertise areas
• Stay Agile: AEO best practices evolve as Ai platforms develop—remain adaptable
• Measure Differently: Track Ai citations and featured snippet appearances, not just traditional rankings