Resources

Practical guides on CRM data cleaning, Salesforce and HubSpot data quality, and the operations work that nobody wants to do (but everyone needs done).

This library covers B2B data quality: how to clean a CRM, enrich records you already own, compare vendor terms, and keep a database from drifting after cleanup. The guides include queries, measurement methods, and vendor-evaluation criteria you can adapt to your own data.

Use the guides as working documents: keep the field definitions, record sample, decision rules, and dated vendor materials beside the result so another reviewer can reproduce the comparison.

Browse by category: Salesforce Guides | HubSpot Guides

Implementation Guide
B2B Data Guides, Buying Guides & Resources - visualization
B2B Data Guides, Buying Guides & Resources

What to Expect from a Data Cleaning Project

Timeline, process, and deliverables for a managed data cleanup. What happens from kickoff to delivery.

8 min read

Data Quality

7 Signs Your CRM Data Needs Cleaning

High bounce rates, broken lead routing, duplicate complaints. If any of these sound familiar, your database is costing you.

8 min read

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Where should you start?

Start with the workflow that is failing. If representatives report bounced emails and duplicate accounts, use the data-quality checklist to measure those issues against a dated export. Then estimate impact from your observed error counts, correction time, and contracted rates.

If you're evaluating vendors, use the People Data Labs vs ZoomInfo guide and the data enrichment tools roundup to build a shortlist. Confirm current charges and usage terms directly with each vendor, then test the same representative sample before deciding.

Platform admins should go straight to their category. The Salesforce guides cover duplicate rules, job title standardization, and validation rules with the exact setup steps. The HubSpot guides do the same for properties, workflows, and bounce management.

What the categories cover

Measure change against a dated baseline instead of applying a general decay benchmark, then set the review cadence from the changes observed in your own system. Buying guides compare vendors and pricing. Implementation guides walk through migrations and integrations. The events guides serve medical device and healthcare brands running field marketing, where clean provider data decides whether a dinner program fills the room.

Each guide follows the same rules we hold our own deliverables to: source material linked near the claim, executable steps, explicit assumptions, and enough context to apply the method to a real file.

One warning before you dig in. Cleanup projects fail more often from sequencing than from effort. The strategy guides in the RevOps section exist to prevent exactly that, so read one before you open a vendor agreement or a deduplication tool.

Common questions about this library

Where should I start if my CRM data is a mess?

Start with the CRM Data Quality Assessment Checklist. It organizes checks for duplicates, bounce status, field completeness, and freshness so you can define the problem before changing records. Then use the data hygiene strategy guide to sequence the cleanup.

What is the difference between data cleaning and data enrichment?

Cleaning fixes what you already have: removing duplicates, correcting bad emails, standardizing job titles and company names. Enrichment adds what's missing: industry, employee count, revenue, technographics, and verified contact details pulled from outside sources. Most databases need both, and cleaning should come first so you're not enriching duplicate or dead records.

Which guides are platform-specific?

The library includes platform-specific guides for native reports, duplicate rules, and workflows, plus CRM-agnostic methods. Choose by the system and problem in scope rather than relying on a fixed guide count.

Do the buying guides compare specific data vendors?

Check current official vendor materials and a dated proposal, then test each option with the same representative sample, field list, provenance rules, and export requirements.

Do I need to be a Verum customer to use these guides?

No. The guides are written so you can do the work yourself with your CRM's native tools and a spreadsheet. Verum sells done-for-you cleaning and enrichment, so the guides serve teams that want to handle it in-house and teams that test the workflow before deciding whether to send us a file.

Sources and references

Background references: BLS employee-tenure data and Salesforce's State of Sales research.