How to Select an Intent Data Provider: Comparison and Framework

Introduction

Intent data tells you when accounts are actively researching solutions like yours. Without it, you're outreaching to cold accounts. With it, you're reaching accounts in buying mode.

This guide covers what intent data actually measures, how to evaluate providers, and how to choose the right one for your ABM program.

What Intent Data Actually Measures

Search Intent

What it captures: - Keyword searches on Google, Bing, DuckDuckGo - What keywords? Searches like "ABM software comparison", "how to measure ABM ROI", "ABM platform reviews"

Timing: Real-time or near-real-time (within hours)

Example: An account searches "Salesforce alternative" = buying signal they're evaluating their Salesforce replacement.

Limitations: - Can't distinguish between individual and company-wide intent - Keyword choice matters (vague keywords generate false positives) - Search volume varies by region and seasonality

Website Visitor Intent

What it captures: - Which accounts (by company IP) visit your website - Which pages they visit (product, pricing, case studies, competitors) - How long they stay, which links they click

Timing: Real-time

Example: Account X visits your pricing page 3 times in a week = higher purchase intent than account Y who visited once.

Limitations: - Only tracks accounts with recognizable IP (easy for large companies, hard for small ones) - Doesn't distinguish between departments (CEO vs. IT might both visit) - Includes tire-kickers and researchers with no budget

Third-Party Intent

What it captures: - Accounts viewing your website in third-party marketplaces (G2, Capterra, Gartner, industry blogs) - Accounts searching for comparison content ("your-tool vs. competitor") - Accounts downloading research reports or analyst content - Accounts engaging with industry keywords on forums

Timing: Weekly or monthly (slower than search or web visitor)

Example: Account researches "ABM tools Gartner" or "best marketing automation" = in evaluation mode.

Limitations: - Usually aggregated weekly, not real-time - Coverage depends on provider's partnerships - More fuzzy than search or direct website visit

Technographic Intent

What it captures: - Accounts that recently installed or upgraded tools - Accounts that changed their technology stack - Job postings for marketing, sales, or revenue ops roles (indicates hiring for the function)

Timing: Usually monthly

Example: Account hired a new VP of Marketing = might be budget to refresh marketing stack.

Limitations: - Lagging indicator (job posting might have happened 1-2 months ago) - Doesn't guarantee budget for your solution

Evaluating Intent Data Providers

Criteria Matrix

Evaluating Coverage

Ask each provider:

1. "How many companies in our target market does your database cover?" - B2B SaaS: Most cover 50,000+ companies globally - Mid-market (companies with 100-2,000 employees): Coverage should be 80%+ - Enterprise: Nearly 100% (all public companies covered)

2. "How many accounts in my target list can you identify intent for?" - Ask them to run a pilot on your target account list (20-50 accounts) - Coverage should be 60%+ for SMB/mid-market, 80%+ for enterprise

3. "What geographies are covered?" - US/UK: Excellent coverage - Europe: Good but varies by country - APAC: Lower coverage - Other regions: Spotty

Evaluating Freshness

Search intent: - Real-time or within 24 hours = best - Within a week = acceptable - Monthly or older = poor (by then competitor may have already closed them)

Web visitor intent: - Real-time = ideal - Daily = acceptable - Weekly = okay for nurture, not for immediate outreach

Third-party intent: - Weekly = standard - Monthly = slower but acceptable - Quarterly or older = useful for planning, not reactive outreach

Evaluating Accuracy

Test with a sample: 1. Ask provider to show you 20-30 accounts they flagged with high intent 2. Send sales team to verify: "Do these accounts look like they're actively buying?" 3. Calculate accuracy: What % of flagged accounts actually showed buying signals?

Benchmark: - Good: 60-70% of flagged accounts show real buying signals - Excellent: 75%+ of flagged accounts are legit

Red flags: - Provider can't show samples - "We can't guarantee accuracy" (okay to say, but requires heavy filtering on your end) - Accuracy isn't measured at all

Evaluating Price

Typical pricing models:

Don't overpay for coverage you won't use: - If you're targeting 50 accounts, don't pay for enterprise pricing - If you're targeting 500 accounts, basic pricing will be too limited

Evaluating Integration

Standard integrations to ask for: 1. Salesforce: Can they send account intent to a custom field? 2. HubSpot: Can they sync data to company properties? 3. Email: Can you build email sequences triggered by intent (e.g., "If account shows high intent, email them")? 4. Slack: Can they send alerts when intent is detected?

Red flags: - No Salesforce or HubSpot integration - Integration requires manual CSV exports (inefficient) - No API for custom integration

Evaluating Usability

Questions to ask: 1. "Can a non-technical marketer use this, or does it require engineering?" 2. "How long is the learning curve?" (answer should be hours to days, not weeks) 3. "Can I get alerts when intent is detected, or do I have to manually check?" 4. "Can I export data easily for sharing with sales?"

Red flag: - Product requires 2-week onboarding; steep learning curve

Comparison of Popular Providers

High-Level Comparison

Provider Breakdown

Best for Enterprise ABM: 6sense, Demandbase - Comprehensive data (search + web + 3rd party + tech) - Highest accuracy for large companies - Price: $500-5k/month - Ideal when targeting 100+ strategic accounts

Best for Mid-Market ABM: ZoomInfo, Demandbase, 6sense - Good coverage of SMB to mid-market - Account data + intent combined - Price: $200-2k/month - Ideal when targeting 50-200 accounts

Best for Startups/Resource-Constrained: Apollo, HubSpot + Clearbit - Lower cost - Acceptable coverage for smaller target lists - Price: $100-500/month - Ideal when targeting 20-50 accounts

Best for Intent Specialists: Bombora, 6sense - Best-in-class intent data accuracy - Real-time search intent - Price: $500-2k/month - Ideal when you need highest confidence in intent signals

How to Choose: Decision Framework

Step 1: Define Your Use Case

Question: What intent signals matter most to you?

• "We want to know when accounts search for solutions like ours" -> Prioritize search intent (6sense, Bombora, Demandbase)
• "We want to know which accounts visit our website" -> Prioritize web visitor (all major providers)
• "We want to know when accounts hire for a specific role" -> Prioritize technographic (ZoomInfo, Clearbit)
• "We want all signals combined" -> Enterprise provider (6sense, Demandbase)

Step 2: Define Your Budget and Scale

Question: How much can you spend and how many accounts are you targeting?

• Budget: <$300/month, Accounts: <50 -> Apollo or HubSpot native
• Budget: $300-1,000/month, Accounts: 50-200 -> ZoomInfo, Clearbit, or Demandbase entry tier
• Budget: $1,000-5,000/month, Accounts: 200-500 -> Full Demandbase or ZoomInfo, or Bombora specialty
• Budget: >$5,000/month, Accounts: 500+ -> 6sense or Demandbase enterprise

Step 3: Evaluate Finalists

For your top 2-3 providers:

1. Request a pilot (free trial on your target account list)
2. Calculate coverage (what % of your targets can they reach?)
3. Assess accuracy (do 60%+ of their high-intent flags validate?)
4. Test integration (can it connect to your CRM?)
5. Estimate cost (request pricing quote for your use case)

Step 4: Run a 30-Day Pilot

Before committing to annual contract:

1. Import your target account list
2. Get daily/weekly intent alerts for 30 days
3. Have sales validate: Do flagged accounts look like they're buying?
4. Measure: How many accounts showed intent? How accurate were the signals?
5. Calculate ROI: Did intent alerts lead to meetings or pipeline?

Decision criteria: - Coverage: 50%+ of your target list had detectable intent - Accuracy: 60%+ of high-intent flags validated with sales - Cost: Less than $50-100 per opportunity created

Common Mistakes to Avoid

1. Buying too much data you won't use If you're targeting 50 accounts, don't pay enterprise pricing for 500,000-company database.

2. Choosing based on brand name alone Best-known provider isn't always best for your use case and budget.

3. Expecting intent data to sell for you Intent data shows you WHO to reach. You still need strong messaging and outreach.

4. Ignoring integration complexity If intent data requires manual CSV exports weekly, you won't use it. Prioritize native integrations.

5. Treating all intent equally A search for "your-product vs. competitor" is higher intent than a search for "what is your-product category". Weigh intent signals differently.

Actionable Checklist

• [ ] Define your primary use case (search intent? web visitor? tech signals? all?)
• [ ] Set your monthly budget for intent data
• [ ] Determine your target account count and geography
• [ ] Create shortlist of 3-4 providers matching your criteria
• [ ] Request pilots or free trials from finalists
• [ ] Upload your target account list to each platform
• [ ] Track coverage: What % of your accounts have detectable intent?
• [ ] Have sales validate accuracy for 20 flagged accounts per provider
• [ ] Test integration with your CRM
• [ ] Request pricing quotes for your specific use case
• [ ] Run 30-day pilot with top provider
• [ ] Measure ROI: intent alerts to meetings to pipeline
• [ ] Make final selection based on coverage, accuracy, and cost

Expert Tips

1. Coverage varies dramatically by company size Large enterprise companies (Fortune 500) have 95%+ coverage. Small companies (<50 employees) might have <30% coverage. Match provider to your target company size.

2. Real-time intent beats historical intent Week-old intent data is worth far less than real-time. If speed matters, pay for real-time.

3. Combine multiple intent signals One signal (search) is weak. Search + web visitor + technographic = strong. Prefer providers offering multiple signals.

4. Account fit + intent = best targets Intent without fit = noisy. Fit without intent = cold. Target the intersection of your ICP (fit) and accounts showing intent.

5. Start with web visitor + search intent Those two signals are most accurate and actionable. Add third-party intent once you've validated the core two.