7 Intent Data Providers Compared for B2B Marketers

Intent data signals that a company is actively researching solutions in your category. But there are many intent data providers, and they measure intent very differently.

This guide compares seven intent data sources and helps you choose the right one for your motion.

What Intent Data Is (And What It Isn't)

Intent data signals intent to buy, but it's not a guarantee. It's one signal among many.

A company visiting your competitor's website means they're researching. It doesn't mean they're ready to buy from you.

Use intent data to: - Prioritize which accounts to target - Identify in-market accounts - Time your outreach - Personalize your message

Don't use intent data to: - Replace good prospecting - Guarantee outcomes - Identify individual decision-makers - Replace firmographic data

The Seven Intent Data Providers

1. Bombora

Bombora aggregates intent signals from 5,000+ B2B websites, SaaS platforms, and content sites.

How it works: 1. Bombora partners with B2B publishers and platforms 2. These partners share anonymized data about what companies visit and research 3. Bombora aggregates into B2B behavior profiles 4. Customers use Bombora data to prioritize accounts

Intent signals: - Website visits to B2B research sites - Content downloads - Webinar attendance - Online research behavior

Coverage: 10M+ companies

Data quality: Good for broad research signals. Can be noisy (many false positives).

Pricing: Typically $50k-150k annually, or included via ABM platform

Use cases: - Identifying accounts researching your category - Demand generation prioritization - Account prioritization for ABM

Best for: Broad market prospecting. Finding in-market accounts you don't know about.

2. 6sense

6sense uses AI to identify companies actively researching your solution.

How it works: 1. 6sense collects intent data from 10M+ data sources 2. AI model identifies which accounts are researching your category 3. AI recommends specific accounts to target 4. 6sense scores accounts by intent and likelihood to buy

Intent signals: - B2B website research behavior - Purchase intent signals - Job postings and hiring - Funding announcements - Technology changes

Coverage: 10M+ companies

Data quality: Excellent. AI-powered intent is more accurate than raw signals.

Pricing: Typically $150k-500k+ annually

Use cases: - Identifying in-market accounts with AI - Account recommendation engine - High-intent account prioritization

Best for: Enterprise teams where identifying right accounts is critical. Can afford premium pricing.

3. G2 Buyer Intent

G2 is the world's largest software review platform. G2 Buyer Intent is intent data from G2 behavior.

How it works: 1. G2 tracks what companies visit and research on G2 2. When a company visits product pages, reads reviews, or compares solutions, G2 sees it 3. G2 scores accounts based on viewing and research behavior 4. Customers use G2 intent to identify companies comparing solutions

Intent signals: - Product page visits on G2 - Comparison report reads - Review reads - Solution research behavior

Coverage: 3M+ companies (those that research on G2)

Data quality: Excellent. Real first-party behavior from G2.

Pricing: Typically $30k-80k annually

Use cases: - Identifying companies comparing solutions - Software category targeting - Sales follow-up on G2 visitors

Best for: Software and SaaS companies. B2B companies where buyers use G2 for evaluation.

4. Clearbit Intent

Clearbit offers intent data through their Intent API.

How it works: 1. Clearbit integrates multiple intent data sources 2. Adds first-party data from your website 3. Enriches with company intelligence 4. Provides unified intent signal

Intent signals: - Website visitor intent (from your site) - Keyword research (via partnerships) - Company research behavior - Enriched with company data

Coverage: Selective (partner data)

Data quality: Clean. Focuses on quality over quantity.

Pricing: Per company or API call. Typically $20k-50k annually for B2B

Use cases: - Website visitor prioritization - Lead scoring enrichment - First-party intent analysis

Best for: Companies wanting lightweight intent data integrated with account intelligence.

5. Apollo.io Intent

Apollo combines intent signals with their contact database.

How it works: 1. Apollo ingests Bombora intent data 2. Adds their own intent signals (website behavior, email engagement) 3. Includes intent scores with Apollo contact database 4. Customers search Apollo for intent-flagged accounts

Intent signals: - Bombora data (aggregated) - Email engagement signals - Website behavior - Search intent

Coverage: 260M+ contacts, good intent coverage

Data quality: Good. Intent combined with contact data.

Pricing: Included in Apollo platform. Usually $30k-80k annually

Use cases: - Outbound prospecting with intent - Cold email targeting with intent signals - Pipeline acceleration with intent

Best for: Outbound teams at scale. Companies doing high-volume prospecting with intent.

6. ZoomInfo Intent

ZoomInfo includes intent data in their platform.

How it works: 1. ZoomInfo ingests Bombora intent data 2. Combines with ZoomInfo company intelligence 3. Adds buyer intent from B2B buyer signals 4. Customers use intent to prioritize from ZoomInfo database

Intent signals: - Bombora aggregated signals - Buyer intent from B2B platforms - Technology changes - Company growth signals

Coverage: 12M+ companies with data

Data quality: Good. Intent data from trusted sources.

Pricing: Included in ZoomInfo platform. Typically $40k-120k annually

Use cases: - Account prioritization from ZoomInfo - Intent-based prospecting - Territory planning with intent

Best for: ZoomInfo customers wanting intent layer on top of data.

7. Abmatic AI Intent

Abmatic AI is the most comprehensive AI-native revenue platform on the market, combining first-party and third-party intent on a shared identity graph alongside 15+ other capability modules.

How it works: 1. Abmatic AI ingests Bombora intent data 2. Adds G2 intent data for software buyers 3. Adds first-party data (your website, email) 4. AI model combines signals into composite intent score 5. Real-time updates as signals change

Intent signals: - Bombora (broad research) - G2 (software comparison) - First-party data (engagement) - Hiring signals (job postings) - Funding signals (news)

Coverage: 8M+ companies

Data quality: Strong. Multiple sources improve accuracy.

Pricing: Included in Abmatic AI platform. Starting at $36,000/year, enterprise tiers available.

Use cases: - Multi-source intent prioritization on shared identity graph - Real-time account scoring + contact-level deanonymization - Integrated with full ABM execution (Agentic Workflows, Agentic Outbound, Agentic Chat, web personalization, native advertising)

Best for: Mid-market through enterprise teams (200-10,000+ employees) wanting intent plus the full 15+ module AI-native revenue platform in one.

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Intent Data Provider Comparison

| Provider | Data Sources | Coverage | Update Frequency | Accuracy | Pricing | Best For | |---|---|---|---|---|---| | Bombora | Aggregated B2B | 10M+ | Weekly | Broad | $50k-150k | Broad research | | 6sense | Multi-source + AI | 10M+ | Daily | Excellent | $150k-500k | Enterprise intent | | G2 | G2 platform | 3M+ | Daily | Excellent | $30k-80k | Software/SaaS | | Clearbit | Partnership | Selective |

Weekly | High quality | $20k-50k | Web + enrichment | | Apollo | Bombora + own | 260M contacts | Daily | Good | $30k-80k | Outbound at scale | | ZoomInfo | Bombora + own | 12M+ | Weekly | Good | $40k-120k | ZoomInfo users | | Abmatic AI | Multi-source (first-party + Bombora + G2) | 8M+ | Real-time | Strong | Starting at $36K/year | Mid-market through enterprise ABM (15+ modules) |

Practical Scenario: Which Intent Data to Use

Scenario 1: Enterprise B2B SaaS selling $500k+ deals

Budget: Large Requirements: High intent accuracy, account recommendation, enterprise support

Choice: 6sense

Reasoning: 6sense's AI-powered intent and account recommendation are industry-leading. Worth the premium price for enterprise pipeline.

Scenario 2: Mid-market B2B SaaS with $50k-200k deals

Budget: Moderate Requirements: Intent data + execution in one platform, fast implementation

Choice: Abmatic AI

Reasoning: Multi-source intent (Bombora + G2 + first-party), real-time updates, plus full ABM execution in one platform (Agentic Workflows, Agentic Outbound, Agentic Chat, web personalization, native advertising). Days to first signal. Starting at $36K/year.

Scenario 3: Outbound prospecting team at scale

Budget: Moderate Requirements: Intent data + email execution, large contact database, affordability

Choice: Apollo

Reasoning: Intent included, 260M contact database, built-in cold email execution. Perfect for high-volume outbound.

Scenario 4: Software company where G2 is research channel

Budget: Moderate Requirements: Intent from G2, high quality signal

Choice: G2 Buyer Intent

Reasoning: Best data for companies evaluated on G2. High intent because they're actively comparing. Can layer with Bombora for additional coverage.

Scenario 5: ZoomInfo customer needing intent layer

Budget: Already invested in ZoomInfo Requirements: Intent on top of existing data

Choice: ZoomInfo Intent

Reasoning: Already have ZoomInfo. No need for separate intent platform. Use what you have.

Layering Multiple Intent Sources

Many enterprise teams layer multiple intent sources:

High-quality approach: 1. Primary source: 6sense (best AI and intent) or G2 (if software focused) 2. Secondary source: Bombora (broader coverage) 3. Tertiary source: Your own first-party data (website, email) 4. Composite score: Combine all three weighted by relevance

Cost: $150k-300k+ annually

Benefit: Maximum coverage and accuracy

Reality check: Start with one source. Layer if first source isn't finding enough accounts.

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Common Mistakes with Intent Data

Mistake 1: Treating intent as destiny. A company visiting your competitor's website doesn't guarantee they'll buy from you.

Mistake 2: Ignoring firmographic data. Intent signals + company fit = good targeting. Intent signals alone = noise.

Mistake 3: Expecting 100% accuracy. All intent data has false positives. Verify before sales engagement.

Mistake 4: Assuming intent is permanent. Intent changes. Weekly refresh is minimum. Real-time is better.

Mistake 5: Not validating with sales. Ask your sales team: are intent-flagged accounts better quality than others?

Measurement Framework for Intent Data

Track these metrics:

Data quality: - Percentage of flagged accounts that are actually in-market - Conversion rate from intent-flagged accounts - Cost per opportunity from intent-flagged accounts

Performance: - Win rate (intent-flagged vs. non-flagged) - Sales cycle length - Deal size

ROI: - Cost per opportunity - Payback period - Revenue impact per $1 spent

Best Practices

1. Start with one source. Master one. Layer others if ROI is strong.

2. Validate intent signals. Don't blindly trust intent. A few spot checks on what "intent" means at your company.

3. Integrate with Salesforce. Put intent scores in Salesforce so reps see them.

4. Use intent to prioritize, not replace. Intent tells you who to focus on. Firmographics tell you who fits. Use both.

5. Refresh regularly. Intent changes weekly. Update your intent scores at least monthly.

6. Combine with account intelligence. Who's researching (intent) plus who they are (intelligence) = good targeting.

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Implementation Timeline

Getting started with intent data: - Week 1: Choose provider and sign contract - Week 2-3: Integration with Salesforce or marketing platform - Week 3-4: Import first account list, score accounts - Week 4+: Begin using intent data for prioritization and outreach

Most teams are live within 4 weeks.

Next Steps

1. Assess your budget and requirements
2. Choose primary intent data provider
3. Run pilot with 100-200 flagged accounts
4. Measure conversion rate and ROI
5. Scale if ROI is positive
6. Layer additional intent sources if needed

Ready to add intent data to your pipeline? See how Abmatic AI brings intent data into your full ABM program.

Related reading:

• ABM playbook for mid-market B2B
• ABM use cases for enterprise pipeline
• comprehensive guide to account-based marketing

FAQ

Which intent data is most accurate?

G2 Buyer Intent and 6sense. Both have highest-quality signals. Bombora has broadest but more noise.

Can I use multiple intent providers?

Yes. Layer when single source doesn't find enough accounts. Most enterprise teams use 2-3 sources.

How often does intent data update?

Weekly (Bombora, ZoomInfo), Daily (6sense, G2, Apollo), Real-time (Abmatic AI).

What percentage of intent-flagged accounts buy?

15-40% depending on source and your go-to-market. Higher for G2 (in-market buyers), lower for Bombora (broad research).

Should I use intent data for outbound prospecting?

Yes. Intent significantly improves cold outreach conversion rates.

Is intent data worth the cost?

Usually yes. If intent improves conversion rate by 50%, ROI is positive. Measure to validate.