Intent Data
Intent data refers to behavioral signals indicating a government buyer is actively researching or evaluating solutions, derived from web activity, content downloads, and procurement document activity.
What Is Intent Data?
Intent data captures behavioral signals that indicate a government agency is actively researching or evaluating solutions in a particular product category. Unlike procurement intelligence, which tracks official government actions (contracts, solicitations, budget approvals), intent data tracks informal research behavior.
Types of Intent Data
| Type | Source | Signal Strength |
|---|---|---|
| First-party | Your own website visits, demo requests, content downloads | Strong (direct interest) |
| Third-party | Research activity across publisher networks and review sites | Moderate (category interest) |
| Procurement-derived | RFIs, conference attendance, vendor demo requests | Strong (active evaluation) |
Intent Data vs. Procurement Intelligence
Intent data and procurement intelligence are complementary but different:
- Intent data captures early, informal research behavior. An agency CTO reading articles about cybersecurity solutions generates intent signals.
- Procurement intelligence captures official government actions. The same agency publishing an RFI for cybersecurity tools is a procurement signal.
- Combined, they create a fuller picture. An agency showing both intent signals (researching your category) and procurement signals (funds encumbered, contract expiring) is a high-priority target.
Limitations of Intent Data in SLED
- Attribution challenges. Government employees often research from networks that are hard to attribute to specific agencies.
- Signal vs. action. Web research does not always lead to procurement. Budget constraints, leadership changes, or competing priorities can kill initiatives that showed strong intent signals.
- Procurement intelligence is more reliable. In government, official actions (budgets, solicitations, awards) are stronger indicators than browsing behavior. Intent data works best as a supplement to, not a replacement for, procurement intelligence.
Frequently Asked Questions
What is intent data in government sales?
Intent data captures behavioral signals indicating a government agency is researching solutions in your category, including website visits, content downloads, and research activity across publisher networks.
How is intent data different from procurement intelligence?
Intent data tracks informal research behavior. Procurement intelligence tracks official government actions like solicitations, contract awards, and budget approvals. Procurement intelligence is more reliable for government buyers.
Is intent data useful for SLED sales?
It is useful as a supplement to procurement intelligence. Intent data can identify agencies in early research stages before official procurement signals appear. Combined with procurement data, it creates a fuller picture.
What are the limitations of intent data for government?
Government web research is hard to attribute to specific agencies, browsing does not always lead to procurement, and official government actions are stronger buying indicators than behavioral signals.
How do you combine intent data with procurement intelligence?
Layer intent signals (research activity) on top of procurement signals (budget approvals, contract expirations, RFIs). Agencies showing both types of signals are the highest-priority targets.