CleanSmartLabs

✨ CleanSmart fixes: • Sneaky duplicates 👀 • Phone format chaos 📱 • Missing values 🧩 • Mangled dates 📅 What it won't fix: coworker naming conventions 🤷 Free beta: bit.ly/cs-free-trial #DataCleaning bit.ly/free-trial-cle…

Two months into Q2. Quick pulse check: New contacts from April-May -- how complete? Bounce rate vs Q1 -- trending up? New duplicates since last dedup -- how fast? 30 minutes. You still have time to fix the quarter. #DataQuality #RevOps #Q2 #CRM bit.ly/45CgQg4

Bad data has a cost. Nobody calculates it. 20 min/day per rep cleaning data = 80+ hours/year. 15% bounces = 15% of email budget wasted. Scoring on 40% incomplete data = misallocated pipeline. Calculate the cost. Compare it to cleanup. #RevOps #ROI bit.ly/45CgQg4

Before deduplicating: decide which record wins. Which email takes priority? Where does deal history go? Field by field: most recent or non-blank? Document the merge logic first. Undoing a bad CRM merge is much harder than getting it right upfront. #RevOps #DataCleaning #CRM

Disposable emails bypass your form validation, then hard bounce immediately. Review the top domains in your new signups. mailinator.com should not appear. Your lead count looks better than it is. Deliverability pays the price. #EmailMarketing bit.ly/45CgQg4

'Last activity' drives suppression, scoring, and pipeline reports. Almost nobody defines what counts. Opens? Clicks? Logged calls? Form submissions? If email opens: Apple MPP has inflated those since 2021. Define it. Document it. #RevOps #CRM #DataQuality

Third-party prospecting lists: 60-75% accurate at purchase. Lower by the time you use them. Before importing: - Validate emails - Spot-check 50-100 records - Load to quarantine, not your main list Don't let vendor quality become your problem. #RevOps bit.ly/45CgQg4

The latest from the CleanSmartLabs portfolio: CustomerVector hit Product Hunt today 🎯 Interview, not a form. Adaptive AI that pulls the real ICP out of your team in 20 minutes. $97. producthunt.com/products/custo… #ProductHunt

Segmentation drift: your filter stays the same. The underlying data doesn't. Contacts changed roles. Companies got acquired. ICP evolved. Engagement dropped but nothing else changed? Pull a sample. Spot-check 20 records. #DataQuality #Segmentation #MarketingOps

Most teams know if someone opted in. Almost nobody can say: when, to what, through which form. Consent date, source, and type. Most CRMs can store it. Most teams never configure it. You'll want that data eventually. #EmailMarketing #DataQuality #GDPR bit.ly/45CgQg4

Salesforce opportunity data: messier than contact data. Close dates roll forward monthly. Stage names every rep reads differently. Amount fields don't match proposals. Forecast is only as good as the data. Audit. Define. Enforce. #Salesforce #RevOps #SalesOps

Most common after CleanSmart's first run: 'I had no idea it was this bad.' SmartMatch finds duplicates without exact email matches. You see the match reason. Nothing merges without your approval. Try it free: app.cleansmartlabs.com/?page=register #DataCleaning #CRM

Phone fields in CRM: the most ignored data quality problem. Formatting chaos. Missing country codes. Fax numbers. Placeholders. 555-555-5555. Good luck with that outbound sequence. Standardize at import. Validate annually. #DataQuality #SalesOps #CRM bit.ly/45CgQg4

List grew 15% this quarter. Engaged segment shrank 12%. That's a worse list. Better question than 'how big is our list': what percentage is actually worth sending to? If under 30%: you have an archive, not a list. #EmailMarketing #DataQuality #ListHygiene

Your CRM data quality problem might start with your reps. Check field completion rate by user. Check activity logging lag. Deal velocity vs. actual stage updates. Some at 95% completion, others at 40%. That's adoption. Not data. #SalesOps #CRM #DataQuality #RevOps

Teams clean hard bounces. Almost nobody has a soft bounce policy. First → flag. Second within 90 days → suppress. Third → remove. Soft bounces become hard bounces over time. Check your ESP. #EmailDeliverability #DataQuality #EmailMarketing bit.ly/45CgQg4

info@, support@, admin@ -- these are in your list. Shared queues. High spam rates. Meaningless opens. One 'spam' click hurts your domain reputation. Validate at capture. Segment separately. #EmailDeliverability #DataQuality #EmailMarketing

B2B contact data decays 25-30% per year. 10,000 contacts. 12 months. ~2,500 inaccurate records -- without doing anything wrong. Data quality isn't a one-time project. It's maintenance. Flag records with no activity in 12+ months. Revalidate annually. #DataQuality #CRM #RevOps

One month into Q2. Did the bounce cleanup actually happen? Are new records coming in clean? Any new CRM fields added without a governance plan? Early enough to fix the quarter. Don't wait until June. #DataQuality #RevOps #Q2 bit.ly/45CgQg4

End of April Q2 check-in: Contacts with complete email + phone? Active in last 90 days? No duplicates flagged? All three above 80%: decent shape. Any below 60%: that's your Q2 priority. #DataQuality #CRM #RevOps #Q2

Before adding a CRM field, answer three questions: Who fills it in? When? How is it enforced? If you can't answer all three, it'll be blank in six months. #CRM #DataQuality #RevOps bit.ly/45CgQg4