Key takeaways
- A readiness score works when each signal is scored for the question it answers: a funding round speaks to budget, while a conference appearance speaks to timing and access.
- Direct, recent evidence of budget or need should carry the most weight.
- Only score readiness on accounts that already clear fit, so the score tells you when to reach out, not just which account is loudest.
A readiness score is only as good as its honesty about what each signal answers. A Series B round and a conference badge are both worth knowing about, but they answer different questions, and scoring them as if they answered the same one produces a number you cannot act on. The fix is a small set of weighted, fading signal groups instead of a flat signal count.
Group signals by what changed
Individual events (funding rounds, hires, trial milestones, conference appearances) roll up into a small number of groups that describe what actually changed inside the account. The groupings that matter most in life science selling answer plain questions: did new money or approved spend arrive, did the work just get more complex, did a new decision-maker land, and did the company's direction shift. The exact labels matter less than the discipline of scoring change, not raw activity.
See timing outreach with readiness signals for the fuller reasoning behind grouping signals this way, and which buying signals actually matter in biotech and pharma for the underlying event catalog they are built from.
Weight by the question each signal answers
Not every signal answers the same question, and the score should reflect that. The most direct evidence that money or a mandate now exists comes from events like a funding round, an FDA approval, a phase transition, or a demo request; those should move the score most. Organizational change, like hiring into a relevant function or a role change for a tracked contact, says a need is forming and belongs in the middle. Research and visibility events, like a publication, a patent filing, or a conference appearance, are timing and message signals: they tell you how and when to open the conversation, so weight them as openers rather than as evidence of budget.
Resist the urge to inflate a signal's weight just because it is easy to detect. A conference exhibit list is simple to pull and produces a lot of matches, but exhibiting speaks to reachability and timing, so score it for that job rather than as a budget event.
Apply decay by recency
A signal's contribution should fade with age, and different kinds of events fade at meaningfully different rates: a demo request needs a same-day response, while a funding round can stay relevant for months. Let each signal's weight fall away as it ages rather than applying one blanket cutoff to every signal, and match the pace to the event: fast for first-party and visibility signals, slower for budget and strategy changes. See timing outreach with readiness signals for how long each kind of signal tends to stay relevant.
Combine with fit into an action
With the active signals grouped, weighted, and faded for age, pull them together into one honest read per account:
- Let the most direct, freshest positive change carry the most weight; a single major event usually says more than a handful of minor ones.
- Treat several kinds of positive change landing at once as a stronger case than any one alone, since it usually points to a real, organization-wide shift rather than an isolated event.
- Only let the resulting score drive outreach on accounts that already clear fit; see how to score account fit for that gate.
The output should be an honest read on each fit-qualified account: reach out now when a direct, fresh signal is active, or monitor when fit is good but nothing has happened recently.
Checklist
- Individual events rolled up into a small number of groups by what actually changed.
- Each signal weighted by how directly it speaks to new budget or new operational need.
- Signal contribution faded by age, at a pace matched to that kind of event.
- Read leans on the most direct, most recent change and treats several signals landing together as a stronger case.
- Readiness score only applied to accounts that already clear fit.