Map decision questions
Identify the questions buyers use to compare products, applications, and alternatives.
SEARCH STRATEGY
Help technical buyers find the information they need
Examine how buyers search for complex products, what they need to assess, and how your site presents that information.
Search findings can guide decisions about site structure, messaging, and demand-generation priorities.
01BUYER QUESTIONS
Start with the information buyers seek.
Focus on the product, application, comparison, and problem questions that shape research and technical evaluation.
Trace discovery paths
Review how those questions appear in traditional results and AI-assisted search.
02COMPETITIVE ANALYSIS
Use frameworks to distinguish signals from proof.
Assess visible market signals without treating competitor claims or search results as established facts.
Porter’s Five Forces
Examine rivalry, new entrants, substitutes, and buyer and supplier power. Public materials can show visible alternatives and claims; they cannot establish margins, contract terms, or actual bargaining power.
VRIO
Test whether a documented capability is valuable, rare, hard to imitate, and supported by the organization. Public materials can evidence a stated capability; they cannot prove scarcity, imitation barriers, or value capture.
Value Chain
Map where a product supports activities such as inbound logistics, operations, outbound logistics, marketing and sales, or service. Technical content can describe a role; it cannot prove cost or differentiation impact without operating evidence.
03SITE DISCOVERY
Check the paths that support discovery.
Review how site structure and page signals affect the way people and search systems locate and interpret information.
Review technical signals
Examine page relationships, indexation, metadata, and duplicate-content questions.
Make evidence legible
Check whether approved specifications, use cases, and definitions answer the questions a buyer brings to the site.
04A practical path
Make the next decision clearer.
Frame the question
Clarify the audience, offer, business decision, constraints, and available evidence.
Review current information
Examine the site, relevant search results, public alternatives, and approved source material against the agreed question.
Set priorities
Identify the content, technical questions, dependencies, and responsibilities that should guide next steps.
05Before the work begins
Questions worth asking.
01Does this promise rankings or AI citations?
No. Search visibility and AI references depend on changing systems, competition, and the information available; rankings, traffic, citations, leads, and revenue are not guaranteed.
02How does AI search relate to SEO?
AI-assisted discovery and traditional search share many buyer questions and information needs, but they operate through different interfaces and systems.
03What evidence should technical content use?
Use approved specifications, definitions, use cases, and other source material that can support the statement being made.
SEO and AI-Driven Search Strategy
Discuss the business question
Bring the buyer questions, product information, or site-discovery concerns you want to examine.