Playbooks & Workflows
for AI Growth Teams
A focused library of AI SEO reports, benchmarks, and Workbench playbooks—tested in the wild and ready to run.
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Content Visualization in the AI Era: Optimizing for Human Comprehension and Machine Extraction
The Algorithmic Bazaar: OpenAI's Agentic Commerce Pivot and Advertising Stack
Outcome: Understand OpenAI's agentic commerce stack and advertising pivot to prioritize ACP integration, inventory readiness, and AI-era media spend.
The Great Synthesis: Adapting SEO for the AI Search Era (2026 Outlook)
Outcome: Adapt SEO to generative search by prioritizing citations, entity-rich topic maps, and schema/RAG so LLMs can safely retrieve and cite your content.
The Algorithmic Oracle: Structural Economics of the Post-Search Web (2026 Outlook)
Outcome: Rebuild SEO strategy around generative answer engines: maximize citations, protect brand authority, and route high-intent clicks into measured `/ai` workflows.
The Post-SERP Economy: Structural Shifts in Search, Commerce, and Discovery (2025-2026 Outlook)
Outcome: Decide how to defend brand visibility and GMV as search shifts to answer engines, ACP commerce, and voice-first single-answer results.
Next.js SSR vs SSG Rendering Performance Benchmark
Outcome: Compare performance metrics
PostgreSQL vs Supabase Query Performance at Scale
Outcome: Compare performance metrics
Claude 3.5 Sonnet vs GPT-4 Code Generation Speed
Outcome: Compare performance metrics