19 Best B2B Data Enrichment Tools in 2026 I Have Tested

Most outbound campaigns fail before they even start. Sales reps waste hours on stale emails and disconnected phone numbers. B2B data decays at over 22.5% every single year. This drains your pipeline and kills productivity.

To fix this, I tested the market's top platforms myself. I needed tools that actually deliver verified direct dials, accurate firmographics, and real buyer intent.

Ran real lead lists through each provider. Measured match rates, phone coverage, CRM sync speed, and data freshness.

The result is my guide to the 19 best B2B data enrichment tools in 2026. You might need waterfall enrichment for better mobile coverage. You might need real-time CRM hygiene to clean up inbound records. Either way, this review cuts straight through the standard vendor hype.

Before I show you exactly how these platforms rank on match accuracy, pricing, and outbound sales performance, let us align on the core technology.

What is B2B data enrichment?

B2B data enrichment is the process of adding missing or outdated details to the contact and company records you already have, using an outside data source. A tool matches each record on a name, email, domain, or LinkedIn URL. Then it fills fields like email, mobile number, job title, company size, and industry.

Enrichment repairs the records already in your CRM. A purchased list only adds new ones. With enrichment, each record keeps its owner, history, and activity.

Records go stale fast. About 2.1% of B2B data decays every month, or roughly 22.5% a year, according to SMARTe's research on B2B data decay. People change jobs and phone numbers, and your CRM never hears about it.

Types of B2B data enrichment

B2B data enrichment comes in four main types. Most teams need two of them.

• Contact data enrichment adds person-level fields: work email, mobile numbers, direct dials, job title, and seniority.
• Company data enrichment adds firmographics such as industry, employee count, revenue, and location.
• Technographic enrichment adds technographics, meaning the apps and systems a company runs.
• Intent and signal enrichment adds intent data and buying signals, such as funding, hiring, and topic research.

Outbound teams are usually short on contact data. Inbound and account-based marketing teams are usually short on company data. Know which gap you have before you talk to a vendor.

How B2B data enrichment works

B2B data enrichment runs in four common ways:

1. Real-time enrichment. A lead fills in a short form, and lead enrichment adds company details before routing.
2. Batch enrichment. You push thousands of CRM records through a tool to fill gaps or refresh old values. This is the core of CRM data enrichment.
3. On-demand lookups. A rep pulls an email and mobile from a LinkedIn profile with a Chrome extension. Developers do the same with a data enrichment API.
4. Waterfall enrichment. A tool asks one provider, then the next, until one returns a verified email or number.

Waterfall enrichment raises fill rates because no single provider covers everyone. But a badly built waterfall burns credits fast, since each provider call can cost money.

Benefits of B2B data enrichment

B2B data enrichment pays off in five places:

• More conversations. Reps call verified mobiles instead of switchboards.
• Fewer bounces. Verified emails protect your sender reputation.
• Better scoring and routing. Lead scoring and lead routing work only when size, industry, and title are filled.
• Shorter forms. You ask for an email and fill the rest in the background.
• Clearer territories. Clean account hierarchies show you where the untapped revenue sits.

What to look for in a data enrichment tool

A good data enrichment tool fills the fields you use, keeps them fresh, and fits your workflow. Check these seven things:

• Match rate on a sample of your own CRM records
• Mobile and direct dial coverage in the regions you sell to
• Email verification at the moment you pull the data
• Refresh and job-change tracking so records don't decay again
• Native CRM sync, such as Salesforce data enrichment without CSV exports
• Compliance, including GDPR, CCPA, and SOC 2
• Clear pricing, especially the credit cost of a mobile number

How I evaluated these data enrichment tools

I tested ZoomInfo, Apollo.io, Clay, Cognism, HubSpot data enrichment, and Lusha hands-on in real prospecting and CRM enrichment work. I judged each one on five things:

• Mobile and direct dial coverage, and whether numbers reached the right person
• Email freshness, and how often I needed a second check
• Coverage outside the US
• Fit with a Salesforce or HubSpot workflow
• Real cost at real volume

For the other 13 tools, I used each vendor's pricing page and documentation, checked in November 2026. Prices change often, so confirm them with the vendor.

Disclosure: I work at SMARTe, and SMARTe is on this list. I ranked it first for the job it does best. Weigh my view on our product with that in mind.

Best B2B data enrichment companies compared

The 19 data enrichment companies below differ most in what they enrich. Tools 1 to 16 enrich contacts and companies for sales and marketing. Tools 17 to 19 enrich other kinds of B2B data. Prices are as of November 2026.

The 19 best B2B data enrichment tools in 2026

The 19 best B2B data enrichment tools are ranked by how well they enrich records for a typical B2B sales and marketing team.

1. SMARTe: best for verified mobiles inside your CRM

Best for: Sales, marketing, and RevOps teams that need verified mobile numbers for US and international buyers.

SMARTe is a B2B data and sales intelligence platform. It gives revenue teams verified contact data, company and technographic data, and buying signals across 200+ countries.

SMARTe also works inside other tools. In Apollo, SMARTe is an official waterfall source for Phone Enrich and Work Email Enrich. In Clay, you can run SMARTe on Clay's shared key or your own account.

At Uber, duplicate records and broken account hierarchies were hiding whitespace and making account prioritization unreliable. SMARTe fixed the firmographics and hierarchies and added buying group mapping. The Uber case study shows the team then found whitespace across EMEA, APAC, and LATAM.

Key features:

• 285M+ contacts and 66M+ companies in the SMARTe database
• CRM enrichment for Salesforce and HubSpot, with job change tracking
• The SMARTe Chrome extension for LinkedIn and company websites
• Bombora intent data, buying signals, and technographics on the same record
• Enrich, Discover, and Signals APIs, plus an MCP server for AI assistants
• Native data source in Apollo and Clay waterfalls

Pros:

• 75% of North American contacts come with mobile numbers (SMARTe-reported)
• About half of the international database is mobile-ready
• 90%+ match rates on CRM enrichment and 95% email accuracy (SMARTe-reported)
• SOC 2 Type II certified, GDPR aligned, and CCPA compliant

Cons:

• Enterprise-only pricing, starting at $15,000 per year
• No self-serve plan or free trial
• One data source, not a multi-vendor aggregator

Pricing: SMARTe sells one plan. The Enterprise plan starts at $15,000 per year.

If missing mobile numbers are your biggest gap, book a SMARTe demo. It's a no-commitment walkthrough built around your use case, so bring a few target accounts and the CRM fields your reps rely on.

2. ZoomInfo: best for US enterprise data

Best for: Enterprise sales and marketing teams that sell mainly into US companies and have a large data budget.

ZoomInfo had the largest and most complete US enterprise database of any tool I tested. Its technographic data was the best in the group, and its real-time intent signals were strong.

Outside the US, ZoomInfo struggled. Accuracy dropped sharply on international records. ZoomInfo's enrichment also felt clunky whenever I worked outside its own platform.

Key features:

• Contact and company profiles with mobile numbers and business emails
• Technographic data on each company's tech stack
• Real-time buying intent signals
• Salesforce and HubSpot integrations
• Hierarchy, funding, and tech data on higher Copilot editions

Pros:

• Largest, most complete database for US enterprise companies
• The best technographic data in my test
• Strong real-time intent signals

Cons:

• Very expensive, with rigid annual contracts
• Accuracy drops sharply for non-US records
• Enrichment feels clunky outside ZoomInfo's own platform

Pricing: ZoomInfo doesn't publish prices. Buyers report Professional starting around $15,000 per year, and seats and add-ons push most deals higher. Our ZoomInfo pricing breakdown models the full cost.

If the price or contract rules ZoomInfo out, compare these ZoomInfo alternatives.

3. Apollo.io: best budget all-in-one

Best for: Startups and mid-market teams that want enrichment and cold email in one tool.

Apollo.io was the most affordable way I found to get enrichment and outreach together. You find a contact, enrich it, and add it to a sequence without leaving Apollo. The free plan is big enough to run a real pilot.

Freshness was the problem. Some emails and phone numbers I pulled were stale, so I ran a second verification step before sending.

Key features:

• Large B2B contact and company database
• Email sequences in the same tool
• Apollo's data enrichment, with a waterfall that can add outside sources like SMARTe
• CRM integrations
• Shared team credit pool

Pros:

• Highly affordable for startups and mid-market teams
• Enrichment and cold email in one place
• Generous free plan

Cons:

• Some email and phone data is stale and needs a second check
• Enrichment workflows are rigid next to Clay
• A mobile reveal costs about 8 times an email credit

Pricing: Apollo has a free plan. Paid plans run about $49 per user per month for Basic and $79 for Professional on annual billing, as reported in late 2026. Our Apollo.io pricing breakdown walks through the credit math.

If Apollo isn't the right fit, compare the best Apollo alternatives.

4. Clay: best for custom enrichment waterfalls

Best for: RevOps and growth teams with someone who wants to build enrichment workflows.

Clay's data enrichment was the most flexible I tested. You build a waterfall that checks one provider, such as Lusha. If it finds nothing, Clay tries others, like Apollo or People Data Labs.

Clay felt like a complex spreadsheet when I started, so expect a learning curve. You also pay twice: once for Clay and once for the data credits underneath.

Key features:

• Waterfalls across 150+ data providers, SMARTe included
• Built-in AI data enrichment that scrapes websites for custom fields
• Bring your own API keys on any plan
• Job change and web intent signals on paid plans
• CRM auto-sync from the Growth plan

Pros:

• Huge flexibility with multi-provider waterfalls
• AI research finds data points no database sells
• Own API keys use Clay actions instead of data credits

Cons:

• Steep learning curve
• You pay for Clay and for the data
• CRM auto-sync starts on the Growth plan

Pricing: Clay's pricing page lists a free plan with 100 data credits a month. Launch costs $185 per month ($167 on annual billing). Growth costs $495 per month.

If Clay is more tool than your team can run, compare these Clay alternatives.

5. Cognism: best for Europe and GDPR

Best for: Teams that sell into the UK and Europe and need phone-verified mobiles.

Cognism had the strongest European data I tested. Its direct-dial mobile numbers were exceptionally accurate. GDPR sits at the center of Cognism's product, which helps when legal reviews every data vendor.

Cognism's US database is smaller than ZoomInfo's. Its outbound features are thin, so you'll still need a sequencing tool.

Key features:

• Standard and Pro packages, each with 5 seats
• Phone-verified mobiles and on-demand mobile verification on Pro
• Bombora intent data on Pro
• CRM enrichment as an add-on or standalone product
• API and MCP access

Pros:

• The strongest European and global data I tested
• Strict GDPR focus
• Exceptionally accurate direct-dial mobiles

Cons:

• Smaller US database than ZoomInfo
• Premium pricing that's out of reach for many small teams
• Few outbound marketing features

Pricing: Cognism pricing isn't published. Third-party estimates put most deals at $15,000 per year or more.

If you need broader coverage or a lower price, compare these Cognism alternatives.

6. Lusha: best for fast LinkedIn lookups

Best for: Individual reps and small teams who enrich LinkedIn profiles one at a time.

Lusha's Chrome extension was the fastest lookup tool I tested. You open a LinkedIn profile, click once, and get an email and a mobile. Its mobile numbers and direct dials were highly accurate.

Lusha is weaker at scale. Bulk enrichment is basic, and company data is thin next to ZoomInfo.

Key features:

• Chrome extension for LinkedIn
• One credit balance across the web app, extension, API, and MCP
• CRM integrations, even on the free plan
• Per-user credit limits on the Scale plan

Pros:

• Highly accurate mobile numbers and direct dials
• Fast, simple Chrome extension
• Simple, transparent pricing

Cons:

• Basic bulk enrichment with few filters
• Thin firmographic and technographic data
• A phone reveal costs 5 times an email

Pricing: Lusha's free plan gives up to 40 credits a month. An email costs 1 credit, and a phone costs 5. Starter, Pro, and Premium use a credit slider, and Scale is custom.

Need stronger bulk enrichment? Look at these Lusha alternatives.

7. HubSpot data enrichment: best for company data in HubSpot

Best for: HubSpot customers who want company data on inbound leads without another tool.

HubSpot's data enrichment came from HubSpot's Clearbit purchase and was sold for a time as Breeze Intelligence. It runs silently inside HubSpot. In my tests, it filled company size and industry almost instantly.

Mobile numbers were the gap. HubSpot's enrichment documentation lists phone number for companies but not for contacts.

Key features:

• Automatic enrichment of blank fields
• Manual overwrite or continuous updates
• Contact fields such as job title, seniority, and LinkedIn URL
• Company fields such as revenue, employee count, industry, and phone
• Bulk enrichment of up to 100 records at a time

Pros:

• Silent background enrichment with no API work
• Fast company size and industry data
• Flexible fill, overwrite, and update rules

Cons:

• Contact mobile numbers are sparse
• Premium pricing for the depth of data
• No multi-source waterfall

Pricing: HubSpot includes data enrichment in Starter, Professional, and Enterprise editions of its Hubs, and in Smart CRM Professional and Enterprise.

For contact mobiles HubSpot doesn't provide, see these Clearbit alternatives.

8. FullEnrich: best for high-volume waterfall enrichment

Best for: SDR teams and agencies enriching big lists on a budget.

FullEnrich runs each contact through a waterfall of 20+ providers to find work emails and mobile numbers. Pro includes unlimited users, so a 10-rep team pays the same as one rep.

Key features:

• Waterfall across 20+ data providers
• Unlimited users on Pro
• Credit rollover of 3 months (monthly) or 12 months (yearly)
• Enrichment, Search, and Reverse Email Lookup APIs
• HubSpot, Clay, Zapier, Make, n8n, and an MCP server

Pros:

• No per-seat fees
• Credits roll over
• Many providers in one call

Cons:

• A mobile costs 10 credits
• HubSpot is the only native CRM listed
• No intent data

Pricing: FullEnrich gives 50 free credits to start. Pro costs $55 per month for 1,000 credits.

9. BetterContact: best for paying only when data is found

Best for: Agencies and outbound teams watching cost per contact.

BetterContact runs a waterfall across 20+ providers and charges only when it finds valid data. Catch-all emails are free.

Key features:

• Waterfall across 20+ data providers
• Charges only for valid results
• Phone scoring on Pro and Enterprise, with low-quality numbers free
• Credit rollover up to twice your plan
• 28 native integrations and a REST API

Pros:

• You don't pay for misses
• Low $15 entry price
• Unused credits carry over

Cons:

• A mobile costs 10 credits
• Clay and Zapier connections need Pro
• Little company or intent data

Pricing: BetterContact Starter costs $15 per month for 200 credits. Pro costs $49 per month for 1,000 credits.

10. RocketReach: best for large contact lookups

Best for: Recruiters and reps who need a big lookup database at a per-seat price.

RocketReach says it covers 700M+ professionals. Its Chrome extension pulls contact details from LinkedIn and company websites.

Key features:

• Large professional contact database
• Browser extension for LinkedIn and websites
• Bulk lookups and exports
• Salesforce sync on higher tiers

Pros:

• One of the largest contact databases
• Simple per-seat plans
• Easy browser lookups

Cons:

• Essentials is email only
• Costs climb as you add seats
• "Unlimited" plans have fair-use caps

Pricing: RocketReach Essentials runs about $33 per user per month on annual billing. Phone numbers start on Pro.

Teams that outgrow it can compare these RocketReach alternatives.

11. Seamless.AI: best for US real-time search

Best for: Small US-focused teams who need emails and phones fast.

Seamless.AI searches the web for emails and phone numbers in real time, from a web app or a browser extension.

Key features:

• Real-time contact search
• Browser extension that works on LinkedIn
• Free plan with limited credits
• Paid Pro and Enterprise tiers

Pros:

• Fast email and phone finding
• Free plan to test it
• Strong US coverage

Cons:

• Real-time data can bounce more than pre-verified data
• Thin outside the US
• Quote-based, usually annual contracts

Pricing: Seamless.AI has a free plan. Paid plans are quote-based, so check our Seamless.AI pricing notes and the renewal terms.

For other options, look at these Seamless.AI competitors.

12. Datanyze: best for cheap one-off reveals

Best for: Individual reps who need a few contacts a week.

Datanyze's Chrome extension reveals emails and phone numbers from LinkedIn and company sites. One credit reveals one contact.

Key features:

• Lightweight browser extension
• One credit per contact reveal
• 90-day free trial with 10 credits a month
• Monthly or yearly Pro plans

Pros:

• Lowest cost per reveal on this list
• No card needed for the trial
• Simple to use

Cons:

• Only 80 to 160 credits a month
• Built for single reps, not whole CRMs
• You lose revealed contacts when the trial ends

Pricing: Datanyze Pro 1 costs $29 per month for 80 credits ($21 billed yearly). Pro 2 costs $55 per month for 160 credits ($39 billed yearly).

For more volume, try one of these Datanyze alternatives.

13. Warmly: best for website visitor identification

Best for: Teams with strong inbound traffic and an ABM program ready to act on it.

Warmly names the people and companies visiting your website and routes them to reps through CRM sync and Slack alerts.

Key features:

• Person-level and company-level visitor identification
• ICP filtering and real-time alerts
• CRM sync and lead routing
• Email, LinkedIn, and ad retargeting
• AI chat on higher plans

Pros:

• Turns anonymous traffic into named contacts
• Real-time routing to reps
• Modular plans

Cons:

• Starts at $10,000 per year
• Only enriches traffic you already have
• Intent data is a paid add-on

Pricing: Warmly starts at $10,000 per year. Inbound Chat starts at $20,000, and a GTM Signals add-on costs $10,000 per year.

14. Artisan: best for an AI BDR with built-in data

Best for: Teams automating outbound from lead search to booked meetings.

Artisan's AI SDR, Ava, finds prospects in a database of 250M+ B2B contacts. Ava enriches them, runs email and LinkedIn campaigns, and books meetings.

Key features:

• AI BDR that runs outbound end to end
• 250M+ verified B2B contacts included
• Email and LinkedIn campaigns
• Automated replies and meeting booking
• AI dialer as a per-seat add-on

Pros:

• One tool replaces data, sequencing, and booking
• Data comes built in
• Scales outreach without new hires

Cons:

• Can't enrich your CRM on its own
• Pricing only through a demo
• AI handles early prospect replies

Pricing: Artisan sells Team, Scale, and Enterprise plans, priced after a demo.

15. Popl: best for event leads

Best for: Event marketers who scan badges at conferences and trade shows.

Popl scans conference badges and digital business cards. Then it enriches each lead and syncs it to your CRM.

Key features:

• Universal badge scanner that reads printed badges
• Digital business cards
• Verified business emails, direct phones when available, and firmographics
• 30+ integrations, including Salesforce, HubSpot, and Marketo

Pros:

• Turns badge scans into CRM records fast
• Works even when QR codes are encrypted
• CRM integrations at no extra fee

Cons:

• Built for in-person leads only
• Phone numbers only when available
• Quote-based pricing

Pricing: Popl shares custom quotes on request.

16. Bookyourdata: best for pay-as-you-go lists

Best for: Agencies and small teams that buy contacts now and then.

Bookyourdata sells contacts with no subscription. One credit buys one contact, and credits don't expire. It's a list-building tool first, which is why it ranks below the CRM enrichment tools above.

Key features:

• Pay-as-you-go credits that never expire
• Email verification at the moment of export
• Suppression list upload to skip contacts you have
• API for real-time enrichment

Pros:

• No contract or subscription
• Credits don't expire
• Easy list building with filters

Cons:

• Thin CRM enrichment workflow
• Its 97% accuracy claim is vendor-reported
• Limited intent data

Pricing: Bookyourdata is pay as you go, with volume discounts.

17. Folloze: best for ABM engagement data

Best for: ABM and demand gen teams that want to know how target accounts engage with content.

Folloze enriches accounts with first-party engagement data. It builds personalized microsites and tracks which features and use cases each buyer explores.

Key features:

• Personalized microsites, campaign emails, and LinkedIn ads
• Engagement tracking beyond clicks
• Routing of buyer signals to sales
• Integrations with HubSpot, Marketo, Outreach, Salesloft, 6sense, and Demandbase

Pros:

• Shows what each account cares about
• Feeds sales real engagement signals
• Works with common ABM tools

Cons:

• Doesn't add emails or phone numbers
• Needs a strong content library
• Quote-based pricing

Pricing: Folloze prices by custom quote, through a demo.

18. Conductor: best for SEO and AI search data

Best for: Enterprise marketing and SEO teams tracking visibility in Google and AI search.

Conductor enriches your website and search data. It tracks brand visibility across Google, ChatGPT, Gemini, Copilot, and Claude and ties it to traffic and revenue.

Key features:

• AI search and SEO visibility tracking
• 24/7 website monitoring, including AI crawler activity
• Content creation and optimization agents
• APIs and an MCP server for its search signals

Pros:

• Covers both Google and AI search
• Ties visibility to revenue
• Built for large websites

Cons:

• Doesn't enrich contact or account records
• Built for enterprise teams
• Pricing through sales

Pricing: Conductor doesn't list prices. Contact sales for a quote.

19. BigID: best for internal data security

Best for: Security, privacy, and compliance teams at large companies.

BigID enriches internal data catalogs for security teams. It finds and classifies sensitive data across cloud, SaaS, and on-premise systems.

Key features:

• Automatic discovery and classification of sensitive data
• A data and AI catalog
• Data security posture management (DSPM)
• Privacy automation, such as data subject requests

Pros:

• Maps sensitive data across the whole company
• Helps with GDPR and CCPA requests
• Built for enterprise scale

Cons:

• Not a prospecting or contact data tool
• Complex setup for smaller teams
• Pricing through sales

Pricing: BigID sells through its sales team, with no public price list.

Honorable mentions

Five more data enrichment providers fit narrow jobs:

• Hunter: finds work emails by domain. Free plan with 50 credits a month; Starter costs $34 per month billed yearly. No phone numbers listed.
• UpLead: one credit buys one contact with email and mobile. Essentials costs $99 per month, or $74 billed yearly.
• Kaspr: a LinkedIn-first Chrome extension with a free plan. Paid plans start at €45 per user per month.
• Lead411: pairs contact data with trigger events like funding and hiring.
• Demandbase: enriches accounts, not contacts, for enterprise ABM.

If one is close but not quite right, compare these Hunter.io alternatives, UpLead alternatives, or Kaspr alternatives.

How to choose a B2B data enrichment tool

Choose a B2B data enrichment tool by the job you need done. Then check its cost at your real volume.

What B2B data enrichment costs per contact

B2B data enrichment costs depend most on mobile numbers. The table shows list-price math at each tool's entry plan, as of November 2026. It ignores find rates, so your real cost per filled record will be higher.

SMARTe, ZoomInfo, and Cognism sell annual contracts, so they aren't in the table. Ask each one for the total cost at your expected yearly record count. Then compare those totals side by side.

How to test two enrichment tools

Test two B2B data enrichment tools on the same sample of CRM records. Vendor demos run on their best data, so only your records show the real fill rate.

1. Pull 200 records that match your ideal customer profile. Include non-US records if you sell abroad.
2. Run both tools on the same day, with the same input fields.
3. Count the fill rate for email, mobile, and job title.
4. Verify the emails with one of the email verification tools you trust. My rule: drop any tool whose verified emails bounce above 2%.
5. Call 30 to 50 mobiles. Count how many reach the right person.
6. Spot-check 25 titles against LinkedIn.
7. Price the winner at your real yearly volume, mobile credits included.

Common B2B data enrichment mistakes

The most common B2B data enrichment mistakes waste credits on records that never turn into pipeline:

• Enriching duplicates. Merge first, or you pay twice for the same person. Bad CRM data makes every enrichment run cost more.
• Enriching once and stopping. Records decay every month, so schedule refreshes.
• Overwriting good data. Set rules so enrichment fills blanks before it replaces values your reps entered.
• Buying fields you don't use. Pay for the 5 to 10 fields your routing and reps need.
• Skipping email checks. Bounces hurt the domain your whole team sends from. Verified data protects email deliverability.

Is B2B data enrichment compliant?

B2B data enrichment can be compliant. It depends on how your vendor collects data and how your team uses it.

• GDPR covers personal data of people in the EU and UK.
• CCPA covers California residents.
• Calling rules vary by country, such as the GDPR rules for cold calling in Europe.

Both laws shape what counts as compliant B2B data. Ask every vendor these four questions:

• Where does your contact data come from?
• How do you handle opt-out and deletion requests?
• Which certifications do you hold, such as SOC 2 Type II?
• Do you flag numbers on Do Not Call lists for US calling?

Get your legal team's sign-off before you enrich EU contacts. I'm not a lawyer, and the rules differ by country.

My take: fix the gap you have, then automate it

The best B2B data enrichment tool fills the fields your team uses every day.

• US outbound teams usually need mobile numbers and current titles.
• HubSpot inbound teams need company data on new leads.
• RevOps teams cleaning a big CRM care most about match rate and cost at volume.

Start with the 200-record test. Pick the enrichment tool that wins on your own records, then set enrichment to run on a schedule. A one-time cleanup loses about a fifth of its accuracy within a year.

If your biggest gap sits inside Salesforce or HubSpot, see how SMARTe's CRM integrations keep records filled.