Executive summary
- Buyers complete 60–90% of their journey before talking to a vendor — so intent often shows late.
- Only ~5% of accounts are in-market at once, the slice most intent tools focus on.
- Intent false positives remain a top complaint, eroding SDR trust in scores.
Methodology note
For this report, Hivekind analyzed 2026 trends in B2B intent data — adoption, accuracy, and the shift toward explainable context signals.
Key findings
Intent shows late
What it means: With 60–90% of the journey self-directed, intent surfaces near the end, limiting influence.
Focus on the 5%
What it means: Intent tools concentrate on in-market accounts, leaving the cold 95% unworked.
False positives erode trust
What it means: Black-box scores flag accounts that aren't truly buying, wasting cycles.
Context signals are rising
What it means: Explainable events (funding, hires, launches) increasingly complement or replace intent.
Action latency destroys value
What it means: Signals piped into tools but not acted on quickly lose their advantage.
Intent data vs context signals
| Dimension | Intent data | Context signals |
|---|---|---|
| Timing | Late | Early |
| Explainability | Black box | Explainable |
| Granularity | Account-level, anonymized | Specific event |
| Actionability | Needs a separate stack | Maps to a message |
Year-over-year change
Year over year, trust in raw intent scores has softened while interest in explainable, actionable context signals has grown.
What top performers do differently
- Treat intent scores as one input, not gospel
- Prefer explainable context signals
- Act on signals same-day
- Work the cold 95%, not just the in-market 5%
Key takeaways
- Intent often shows late (60–90% of journey done)
- False positives erode trust
- Context signals are earlier and explainable
- Action latency destroys signal value
Frequently asked questions
Is intent data accurate in 2026?
It's useful but often late and prone to false positives.
Why do reps distrust intent scores?
Black-box scoring flags non-buyers, wasting time.
What's replacing intent data?
Explainable context signals you can act on immediately.
When does intent typically show?
Late — after buyers complete most of the journey.
How does Hivekind use signals?
It acts on explainable context signals same-day.