Card #2826 · Salesforce AppExchange
Poor data quality and duplicate records undermining CRM effectiveness
We are struggling with duplicate records and untrusted reports that create a broken foundation for our CRM. This data chaos makes downstream functions fail and prevents the effective adoption of AI tools, as AI built on garbage data only automates chaos faster.
Pain score
0.49/ 1.00 · weighted product of four components
Reach0.50distinct authors (log-normalized)
Recency0.85freshness decay, half-life months
Engagement0.24upvotes + comments, normalized
Monetization0.50willingness-to-pay cues in evidence
§ Evidence — 3 verified quotes
duplicate records and untrusted reports would eat most of that $100k before I touched anything AI-adjacent.
Duplicate records alone could probably eat up a solid chunk of that budget before you even blink
AI built on garbage data is just faster garbage
Comments are a Pro feature — join the conversation, share what you've shipped, hear what others are building.
Upgrade to Pro