Navigate the AI search revolution with data and strategy
AI-powered analytics, answer engine optimization, competitive intelligence, and predictive modeling for companies navigating the AI search revolution.
What We Deliver
AI Search Strategy
Answer Engine Optimization, Generative Engine Optimization, AI search monitoring, and entity strategy for next-gen search
Competitive Intelligence
AI-powered market analysis, share of voice tracking, and content gap identification across traditional and AI search
Predictive Analytics & AI Tools
Marketing mix modeling, predictive lead scoring, custom AI workflows, and multi-touch attribution analysis
The search landscape is shifting. AI Overviews, ChatGPT search, Perplexity, and Gemini are changing how people find information. I help companies understand this shift, prepare for it, and gain a competitive advantage from it.
Why This Matters
Most SEO agencies are still optimizing for 2020. They haven’t adapted to the reality that AI-powered search engines are consuming, summarizing, and citing content in fundamentally new ways.
Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) are emerging disciplines with thin talent pools and high demand. Companies that invest now will own the visibility that others scramble for later.
I bring together AI expertise, SEO fundamentals, and data science to help you navigate this transition.
What’s Included
AI Search Strategy
Position your content for the next generation of search.
- Answer Engine Optimization (AEO): Optimize content structure, entities, and markup so AI search engines cite your content. Covering Google AI Overviews, ChatGPT, Perplexity, and Gemini.
- Generative Engine Optimization (GEO): Structure content for LLM retrieval and citation. Entity optimization, factual density, and source authority signals.
- AI Search Monitoring: Track your brand’s visibility across AI-powered search platforms. Competitive benchmarks, trend analysis, and alert configuration.
- Featured Snippet & Entity Strategy: Optimize for position zero results and knowledge panels. Entity mapping, snippet targeting, and schema implementation.
Competitive Intelligence
Know what your competitors are doing - and what they’re missing.
- Market Landscape Analysis: AI-powered competitive analysis across organic, paid, and content channels. Gap identification and opportunity mapping.
- Share of Voice Tracking: Monitor brand visibility vs. competitors across traditional and AI-powered search. Dashboards and trend reporting.
- Content Gap Analysis: Identify keyword and content opportunities your competitors haven’t captured. Priority scoring and content recommendations.
Predictive Analytics & AI Tools
Use data and AI to make better marketing decisions.
- Marketing Mix Modeling: Statistical analysis of channel effectiveness. Understand which channels actually drive results and how to allocate budget.
- Predictive Lead Scoring: ML models for lead quality prediction. Prioritize sales efforts on the leads most likely to convert.
- Custom AI Workflows: Build AI-powered marketing automation using Claude, GPT, and Gemini APIs. Prompt engineering, agent development, and tool integration.
- Attribution Modeling: Multi-touch attribution analysis that accounts for the full customer journey, not just last-click.
Who This Is For
- Companies concerned about AI search disrupting their organic traffic
- Brands with low AI Overview visibility despite strong traditional rankings
- Marketing teams wanting to integrate AI into their workflows beyond content generation
- Companies spending $50K+/month across channels that need attribution clarity
- Forward-thinking leaders who want to be ahead of the curve, not reacting to it
Tools I Use
| Tool | Purpose |
|---|---|
| Claude API / Anthropic SDK | AI content analysis, custom agents, automation |
| Google AI Studio / Gemini | Content generation, competitive analysis |
| Ahrefs / SEMrush | Competitive intelligence, keyword research |
| BigQuery + Vertex AI | Predictive modeling, ML pipelines |
| Python (pandas, scikit-learn) | Data analysis, statistical modeling |
| Perplexity / ChatGPT Search | AI search monitoring, AEO research |