From customer need to measurable business impact.

Six Stages

Each stage has one question and one named output.

1. Demand

   What are customers trying to accomplish?

   Inputs can include search behavior, paid-search terms, customer questions, CRM data, market activity, sales conversations, reviews, and competitor positioning.

   Output: Demand MapSearch Demand Intelligence

2. Context

   Who has the need, under what conditions, and at what point in the journey?

   Hendricks defines the relevant customer, use case, geography, constraints, priorities, and buying stage.

   Output: Intent Context LibrarySearch Demand Intelligence

3. Discovery and understanding

   Can search and AI systems find and accurately understand the brand?

   Hendricks evaluates technical access, entities, services, products, expertise, locations, claims, and external profiles.

   Output: Brand Understanding MapSearch Presence Engineering

4. Consideration and recommendation

   Does the brand become a legitimate option, and is it actively favored?

   Hendricks runs controlled context panels, classifies outcomes, maps sources, and benchmarks competitors.

   Output: Selection MapSelection Intelligence

5. Engineering

   What conditions should be changed?

   Hendricks prioritizes technical, content, evidence, authority, paid, organic, conversion, and measurement interventions.

   Output: Intervention RoadmapSearch Presence Engineering

6. Impact

   Did exposure, customer behavior, pipeline, or revenue change?

   Hendricks combines analytics, search data, CRM outcomes, and controlled tests.

   Output: Impact LedgerSearch Impact Measurement

Human and Agent Responsibilities

Agents assist. People remain accountable.

Operating Cycle

The system runs as a loop, not a one-time audit.