CRM data hygiene: everything automated runs on it

Every automation you build — segments, lead scores, personalised journeys — executes on top of your CRM data. If that data is wrong, the automation is confidently wrong at scale: the “VP of Marketing” who left two years ago, the duplicate contact getting every email twice, the empty industry field that silently excludes half your list from a segment. Hygiene isn't glamorous; it's load-bearing.

Capture clean at the source

Most dirt enters through forms and imports. Validate email format on entry, use picklists instead of free text where values are finite (country, industry, company size), and standardise imports through one template. An hour of form discipline saves quarters of cleanup.

Merge duplicates on a schedule

Duplicates fragment history: one record gets the email engagement, another the sales notes, and no one sees the whole person. Run a dedupe pass monthly — match on email first, then name-plus-company — and define which record survives. Your lifecycle emails behave immediately better.

Let go of the dead weight

Contacts who haven't opened, clicked, or visited in a long time aren't an asset; they're a liability — they depress deliverability, distort metrics, and inflate tool costs. Run a re-engagement attempt, then archive the silent. A smaller, live list outperforms a big necropolis on every metric that matters.

Standardise the fields automations depend on

Pick the handful of fields your segmentation and routing actually use — lifecycle stage, source, industry, owner — and make them required, consistent, and documented. A field that's 60% complete can't drive automation; either commit to filling it or stop pretending it does anything.

Make hygiene a routine, not a rescue

Annual cleanup projects fail because the mess returns faster than the project recurs. Fifteen minutes weekly — new duplicates, failed validations, bounced addresses — keeps the system trustworthy continuously. Put it on the calendar like backups: boring, scheduled, non-negotiable.

Inheriting a messy CRM? Cleanup and governance are core CRM solutions work — tell us what you're working with.