Understand the signals behind demand.
A signal indicates potential commercial relevance—not certainty that an individual will purchase.
Search-related intent
- What it is
- Available category-level indicators associated with search activity.
- What it may indicate
- A topic may be entering the research process.
- How it can be used
- Inform broad audience or market relevance where permitted.
- Limitations
- Queries can reflect learning, work, or curiosity. Availability does not imply access to private search histories.
Content consumption
- What it is
- Engagement with content associated with a category.
- What it may indicate
- Someone may be exploring a problem or product.
- How it can be used
- Support educational messaging and category segmentation.
- Limitations
- Reading does not establish a purchase plan.
Product research
- What it is
- Available indicators of product exploration or comparison.
- What it may indicate
- A product category may be under consideration.
- How it can be used
- Align the offer with the category being researched.
- Limitations
- Research can be professional, academic, or on behalf of someone else.
Website engagement
- What it is
- Permitted interaction with website pages or forms.
- What it may indicate
- A visitor may be exploring an offer.
- How it can be used
- Use authorized first-party engagement in segmentation.
- Limitations
- A visit does not establish identity or consent to outreach.
Category interest
- What it is
- Observed or modeled relevance to a broad commercial category.
- What it may indicate
- There may be topical relevance.
- How it can be used
- Help define an initial segment for further evaluation.
- Limitations
- Broad interest is weaker evidence than an explicit inquiry.
Purchase research
- What it is
- Available activity around comparison, pricing, or purchase considerations.
- What it may indicate
- A decision may be moving toward evaluation.
- How it can be used
- Prioritize appropriate education or sales review.
- Limitations
- Budget, authority, and timing remain uncertain.
Business research
- What it is
- Research associated with a company, service, or business problem.
- What it may indicate
- An organization or researcher may be evaluating options.
- How it can be used
- Support appropriate account-level planning.
- Limitations
- Individual research does not establish company purchasing authority.
Property-related events
- What it is
- Permitted property or area context relevant to a service category.
- What it may indicate
- A project or service may be relevant to an area.
- How it can be used
- Inform geographic planning alongside other context.
- Limitations
- A property event does not prove a household’s need, condition, or intent.
Market events
- What it is
- Events or shifts that can change commercial context in a market.
- What it may indicate
- An area may warrant operational or campaign review.
- How it can be used
- Allocate resources using aggregate market context.
- Limitations
- Exposure to an event does not establish an individual’s circumstances.
Geographic demand patterns
- What it is
- Aggregated concentration of relevant available indicators.
- What it may indicate
- Some areas may contain more observed activity.
- How it can be used
- Compare territories and prioritize serviceable areas.
- Limitations
- Coverage, population, and observation bias can affect density.
First-party engagement
- What it is
- Interactions collected through your authorized customer relationships.
- What it may indicate
- Known prospects or customers may be re-engaging.
- How it can be used
- Support CRM prioritization and permitted reactivation.
- Limitations
- Your own data still requires appropriate permissions and suppression.
Behavioral recency
- What it is
- The elapsed time since an available relevant observation.
- What it may indicate
- An indicator may be more or less timely for the offer.
- How it can be used
- Define useful windows and refresh criteria.
- Limitations
- Observation delay and industry variation prevent a universal decay rule.
Read categories, not private lives.
This library explains signal concepts. It does not imply that DemandVerified has access to every category, identifiable browsing histories, private communications, or restricted personal information.
Apply this to your acquisition system.
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Signal Recency
Yesterday’s intent is not always today’s demand.
Commercial relevance changes over time. A useful recency strategy reflects the buying cycle and the action the team intends to take.
Explore Signal Recency →Demand ScoreMake prioritization explainable.
Demand Score is a framework for organizing available relevance, recency, fit, geography, and activation readiness—not a probability that someone will buy.
Explore Demand Score →Demand Intelligence GuideThe complete guide to demand intelligence.
A practical guide to signals, audience fit, geography, activation, and revenue feedback—with the limits made explicit.
Explore Demand Intelligence Guide →Your market. An informed next move.
Define your offer, geography, available data, and intended channels. We’ll scope the intelligence and activation options for your program.
Build My Demand Intelligence Plan ↗Signals indicate potential commercial relevance—not certainty that an individual will purchase. Coverage, permitted destinations, and refresh availability vary by program.