INSIGHTS
AEO Research, Guides & Buyer-Journey Intelligence
Our insight library focuses on the questions marketers and revenue teams need to answer as AI becomes part of vendor discovery, comparison, risk evaluation and shortlist formation.
INSIGHTS
Observed AEO And GEO Client Evidence
See how buyer-question research, technical retrieval, source analysis, content and SEO came together for a blinded enterprise B2B SaaS client.
Read The Enterprise B2B SaaS AI Search Visibility Case Study
INSIGHTS
2026 GEO And AEO Agency Buyer Guide
Compare seven serious AEO companies using public client evidence, research methodology, measurement transparency, technical implementation, authority work and B2B fit. The ranking excludes agencies whose AEO case rests mainly on legacy SEO reputation.
INSIGHTS
Decision Guides For Buyers Assigning Budget
These guides address the questions that arise when a team is choosing an operating model, agency or channel. Each links to a relevant service and states where the evidence stops.
Choosing An AEO Model
AEO agency vs tool vs in-house and SEO agency vs AEO agency for SaaS.
Choosing Search Support
B2B SaaS SEO agency selection and a B2B SaaS Google Ads audit.
Improving Paid Lead Quality
Paid media agency lead-quality checklist and why paid leads fail to become opportunities.
Allocating Emerging And AI Budgets
ChatGPT Ads vs Google Ads for B2B and AI visibility ROI for B2B SaaS.
INSIGHTS
Core Learning Paths
AEO fundamentals
Understand AI visibility, retrieval, citations, entities and recommendation share.
Buyer-journey strategy
Map discovery, comparison, evaluation, risk and procurement questions.
Measurement
Define practical KPIs for presence, recommendation share, citations and pipeline.
INSIGHTS
Built Around Commercially Meaningful Triggers
We prioritize content when a market signal creates a reason to act: a competitor begins winning a specific use case, implementation objections surface repeatedly, a new product launches, leadership changes, organic visibility shifts, funding accelerates growth, or the sales team keeps answering questions the public web does not answer well.
Next Useful Step
Turn Research Into An AI Visibility Plan
Start with the commercial decision, evidence and measurement conditions that matter most. The first recommendation will define the most useful scope before any larger commitment.