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B2B data quality in outreach: fewer bounces, more conversations
Warning signs of dirty data, how to validate phones and addresses before scaling, and why source matters as much as volume.
Red flags
Overly generic categories, repeated phones across many rows, or addresses without street numbers often signal weak aggregation or stale listings.
If more than ~20% of attempts fail on format or invalid numbers, fix data—not talk tracks.
Hygiene before scale
Normalize, dedupe, and pilot a small batch before loading thousands into a dialer or CRM.
Document which fields are from public listings versus inferred to reduce legal and brand risk.
Transparency with Leadify
Leadify extracts what businesses publish to be found; it does not replace your compliance policy.
That clarity helps legal and marketing align on what reps can claim in each channel.