Emmett Miller
Emmett Miller, Co-Founder

Intent Data Explained: 8 Best Providers for B2B Teams in 2026

June 7, 2026
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Abstract visualization of B2B intent data signals flowing into a sales pipeline

TL;DR: Bombora for third-party topic intent across enterprise ABM stacks, Apollo.io for intent bundled with prospecting at startup prices, G2 Buyer Intent for SaaS teams tracking in-market review activity. Most B2B teams underinvest in activation execution relative to data costs. that's where ROI is lost.

Intent Data Explained: 8 Best Providers for B2B Teams in 2026

Last updated: June 2026

The top intent data providers are Bombora (third-party intent, broadest topic coverage, $25K-$100K/yr), Apollo.io (intent bundled with prospecting, startup-accessible, free to $119/user/mo), G2 Buyer Intent (second-party SaaS review signals, $8K-$50K/yr), Warmly (person-level website visitor identification, free to $25K/yr).

The B2B intent data market hit $4.49 billion in 2026 and is projected to reach $20.89 billion by 2035. adoption has never been higher, with 91% of B2B marketers now using some form of intent data (DemandScience, 2026). But only 24% report exceptional ROI. The gap isn't a technology problem. It's a vendor-fit problem combined with an activation problem: most teams buy intent data and treat it like a lead list, rather than as a signal layer that requires ongoing execution work to turn into pipeline.

What Is Intent Data (And Why Most B2B Teams Struggle to Activate It)?

Intent data captures digital signals indicating a company is actively researching topics related to your product or service. At the simplest level: first-party intent is behavior on your own site (pricing page views, content downloads, sign-up attempts). Third-party intent is aggregated from networks of publisher sites. Bombora's Data Co-op tracks 17 billion interactions monthly across 5,000+ B2B publications, flagging company-level "surges" on 12,000+ topics. Second-party intent comes from review platforms like G2, where a prospect comparing vendors is an unambiguously purchase-relevant signal.

The activation gap is why most intent data fails to deliver ROI. A high-intent account is not a warm lead. it's a company showing research activity. Your team still needs to identify the right contacts inside that account, craft relevant messaging, and execute at speed. Intent signals have half-lives measured in days, not weeks. Teams that feed intent into generic email cadences see minimal lift. Teams that use intent to time and personalize already-strong outreach see the conversion improvements the vendors promise. The provider you choose shapes the signals you get; what you do with them shapes whether you see results.

Intent Data Providers Compared: Key Specs at a Glance

Use this table to narrow your shortlist before reading the per-provider reviews below.

ProviderBest ForAnnual Price RangePrimary Data TypeResolution
BomboraMid-market and enterprise ABM$25K-$100KThird-party (co-op)Account
Apollo.ioStartups and SMBsFree to $119/user/moThird-party (Bombora + LeadSift)Account
G2 Buyer IntentSaaS companies$8K-$50KSecond-party (reviews)Account
WarmlyWebsite visitor identificationFree to $25KFirst-party + BomboraAccount + Contact
DealfrontAffordable first-party intentFree to $1,199/moFirst-party (website)Account
ZoomInfoTeams already on ZoomInfo$15K-$40K (add-on)Third-partyAccount
6senseEnterprise ABM programs$60K-$300K+Third-party + predictiveAccount (contact at higher tiers)
CognismEU-focused teams$15K-$100K+Third-party (Bombora)Account

The 8 Best Intent Data Providers for B2B Teams in 2026

Bombora

Bombora is the original third-party intent data provider, built around a cooperative publisher network that tracks 17 billion content interactions monthly across 5,000+ B2B websites. When a company's employees research a topic at rates above their historical baseline, Bombora flags a "Company Surge" signal across its 12,000+ intent topic categories. giving sales and marketing teams visibility into accounts researching their category before those accounts ever reach out.

Best for: Mid-market and enterprise teams running account-based marketing with an existing CRM and sales engagement stack.

Key features:

  • Company Surge alerts across 12,000+ topic categories
  • Data Co-op sourced from 5,000+ premium B2B publishers with consent-based tracking
  • 17 billion intent interactions tracked monthly
  • Named a Leader in The Forrester Wave: Intent Data Providers for B2B, Q1 2025
  • Co-op grew approximately 20% with topic coverage up 13% over the 18 months through 2025 (Bombora Year in Intent report)
  • Native integrations with Salesforce, HubSpot, Outreach, Salesloft, and most major ABM platforms
  • Resold or integrated by 6sense, Demandbase, Cognism, Apollo, and SalesIntel, which reflects its foundational industry role

Pricing:

  • Basic Company Surge plan starts around $25,000-$30,000/year
  • Most implementations land between $50,000-$100,000/year depending on topic count and data volume
  • Third-party benchmarks put the average annual spend at approximately $58,000/year

Strengths: The most widely referenced third-party intent data source in B2B. Multiple major platforms resell or integrate Bombora data, which gives it network effects no competitor has replicated. Forrester's Q1 2025 Wave named it a Leader alongside 6sense, Demandbase, and Intentsify.

Weaknesses: Account-level signals only. Bombora tells you which company is surging on a topic, not which person inside that company is doing the research. Your team must identify the right contacts within each surging account and craft outreach separately. which is where most Bombora implementations stall.

Choose Bombora when: Your team has an existing ABM stack and needs high-quality third-party topic signals feeding it. Your budget is at least $25K/year and you have a workflow to action the signals within 48 hours. Don't choose it as your first intent data investment if you're under 20 employees or don't have a dedicated outbound motion.

Apollo.io

Apollo.io is the most accessible intent data option for startups and SMBs, bundling third-party intent with one of the largest B2B contact databases available (270 million+ contacts, 73 million+ companies). Intent signals are powered by partnerships with Bombora (14,000+ topics) and LeadSift (1,600+ topics), making Apollo a single tool for both identifying in-market accounts and finding the right contacts to reach out to.

Best for: Startups and lean sales teams wanting intent-informed prospecting without a dedicated intent data budget. Also suitable as a supplementary enrichment layer for teams that already have an intent platform.

Key features:

  • Intent data from Bombora and LeadSift partnerships
  • 270 million+ contacts and 73 million+ companies
  • Integrated sales engagement (sequences, email tracking, dialer)
  • Free tier available; no credit card required
  • CRM sync with Salesforce and HubSpot
  • Signals include job change alerts, funding notifications, and technology installs in addition to intent

Pricing:

  • Free plan available with 1 intent topic
  • Basic: $49/user/month (annual billing), 3 intent topics
  • Professional: $79/user/month, 6 intent topics
  • Organization: $119/user/month (3-user minimum), 6 intent topics
  • Credits do not roll over month to month

Strengths: No other platform combines accessible pricing, a large contact database, intent signals, and sales engagement in a single tool. For a startup running outbound, Apollo eliminates the need for separate intent, enrichment, and sequencing vendors.

Weaknesses: Intent depth is shallower than dedicated providers. Plans cap intent topics at 1-6, versus Bombora's 12,000+ standalone. Credit expiry and advanced filters sitting behind paywalls can surprise teams scaling usage. Best viewed as intent-informed prospecting rather than a pure intent data platform.

Choose Apollo.io when: You need intent signals bundled into your prospecting workflow at startup prices. You're not ready to invest $25K+/year in a dedicated intent platform but want to start moving on in-market signals. Don't choose it as your sole intent source if you have a large enterprise TAM and need broad topic coverage.

G2 Buyer Intent

G2 Buyer Intent captures second-party intent signals from the world's largest B2B software review platform. When a prospect views your product profile, compares your category, or reads reviews for your competitors, G2 surfaces that activity to you. including company name, visit dates, pages viewed, and visitor count. The underlying behavior (actively comparing software vendors) is as close as intent data gets to a guaranteed in-market signal.

Best for: SaaS and software companies with a G2 profile, especially those in competitive categories where buyers actively research on review platforms.

Key features:

  • Review-based intent from 12 million+ annual G2 buyers
  • Signals include product profile views, category page visits, and competitor comparison activity
  • Free Bombora-powered Company Surge data in the my.g2 vendor dashboard
  • Integrations with Salesforce, HubSpot, and LinkedIn
  • Category-level signals let you see when companies research your space even before visiting your profile

Pricing:

  • G2 Core starts around $10,000-$15,000/year
  • Buyer Intent add-on brings list pricing to approximately $40,000-$50,000/year
  • Third-party data (Vendr) shows 50%+ of companies negotiate significant discounts, with effective costs often landing at $8,000-$10,000/year

Strengths: Second-party signals from active software evaluation are the highest-fidelity intent data available. A company reading G2 reviews in your category is demonstrably in-market. there's no inference required. G2's 12 million+ annual buyer audience makes it the largest second-party source for SaaS.

Weaknesses: Uses third-party matching (often ZoomInfo data) to identify visiting companies, which introduces some accuracy loss. Setup requires effort to classify your ICP and upload target account lists. Category coverage varies. G2 Buyer Intent is excellent for mature software categories and weaker for niche or new product spaces with limited review activity.

Choose G2 Buyer Intent when: You're a SaaS company, your buyers actively use G2 for vendor research, and you want to know who is evaluating your category right now. Pair it with Bombora or Apollo for broader coverage outside your G2 category. Don't rely on it as your sole intent source if your buyers don't use G2 heavily.

Warmly

Warmly takes a different approach to website intent: instead of identifying which company visited your site, it attempts to identify which person. Using 20+ data providers for cross-validation, Warmly claims to identify approximately 45% of individual contacts and 65% of companies visiting your site. It also layers in Bombora third-party intent so you see not just who's on your site now, but what topics they've been researching across the web.

Best for: SMBs and mid-market teams wanting person-level website intent combined with outreach automation, without a dedicated ABM platform.

Key features:

  • Person-level website visitor identification (not just company-level)
  • Cross-validation from 20+ data providers to improve match accuracy
  • Bombora integration for third-party intent context on identified visitors
  • Built-in AI chatbot, live video chat, email and LinkedIn automation
  • Lead routing and alert workflows
  • Free plan identifies up to 500 website visitors per month

Pricing:

  • Free plan: up to 500 website visitors/month identified
  • AI Data Agent: $10,000/year
  • AI Inbound Agent: $16,000/year
  • AI Outbound Agent: $22,000/year
  • Marketing Ops Agent: $25,000/year

Strengths: The only tool in this list that combines person-level visitor identification with activation (outreach automation, chat, routing) in a single platform. Free tier makes it zero-risk to start. Bombora integration gives you third-party context for visitors who have been researching your category before landing on your site.

Weaknesses: The 45% contact identification rate is a peak number. real-world rates depend heavily on your traffic source, audience, and visitor behavior. Lower for direct/branded traffic; higher for organic and paid campaigns targeting specific ICPs. Less enterprise validation than established providers like Bombora or 6sense.

Choose Warmly when: You have meaningful website traffic and want to turn it into pipeline. You want person-level identification, not just company-level. You need activation built in rather than a data feed you then have to route elsewhere. Don't expect the 45% identification rate universally. test it against your specific traffic mix before committing to paid tiers.

Dealfront (formerly Leadfeeder)

Dealfront specializes in first-party website visitor identification, using IP address resolution to determine which companies visit your site, then layering in firmographic data and contact intelligence for follow-up. Dealfront has a strong European compliance posture, making it a practical choice for teams selling into the EU.

Best for: SMBs and mid-market teams wanting affordable first-party website visitor intent, especially those with EU customer bases.

Key features:

  • IP-based company identification for website visitors
  • Firmographic enrichment on identified companies
  • CRM integrations with HubSpot, Salesforce, Pipedrive, and others
  • Strong GDPR compliance with EU infrastructure
  • Additional modules for contact data (Connect), data health (Datacare), and prospecting (Target)
  • Track which pages visitors view and how long they spend

Pricing:

  • Free plan: up to 100 companies identified per month, 7-day data retention
  • Paid plans start at $99/month (annual billing)
  • Scales with volume: up to $1,199/month for 20,000-40,000 companies identified
  • Target, Connect, and Datacare modules are custom-priced separately

Strengths: The most accessible paid entry point for website visitor identification. Free plan lets you validate value before committing any budget. Especially strong for teams with significant EU traffic who need GDPR-compliant intent without a large compliance overhead.

Weaknesses: Account-level only. identifies companies, not individuals. IP-based identification has accuracy limitations: VPNs and shared IP spaces (coworking offices, ISPs with dynamic IPs) create false or missed identifications. Does not provide third-party intent data beyond what happens on your own site.

Choose Dealfront when: You want to start capturing first-party website intent immediately, with minimal budget commitment. You need EU/GDPR compliance built in. Don't choose it as your primary intent source if your sales motion is outbound-first (where website visits aren't a meaningful signal) or if you need third-party account-level intent.

ZoomInfo

ZoomInfo bundles intent data as an add-on to its core sales intelligence platform, which spans 300 million+ contacts and 100 million+ company profiles. The platform now includes ZoomInfo Copilot, an AI layer that combines real-time intent data with its contact database to surface account insights and automate outreach prioritization.

Best for: Teams already using ZoomInfo for contact data that want intent signals layered into their existing workflow without adding a separate vendor.

Key features:

  • Streaming Intent add-on with keyword-based account monitoring
  • ZoomInfo Copilot AI for signal-to-action suggestions
  • 300 million+ contacts and 100 million+ company profiles
  • Named a Leader in the 2025 Gartner Magic Quadrant for ABM (second consecutive year)
  • Recognized as Gartner Customers' Choice for ABM in 2025
  • Integrations with Salesforce, HubSpot, Outreach, Salesloft, and Marketo

Pricing:

  • Professional: approximately $15,000/year
  • Advanced: $25,000-$30,000/year
  • Elite (full Copilot access): approximately $40,000/year
  • Streaming Intent is a separate add-on priced by keyword volume and account universe size
  • Credit-based usage can require expensive top-ups as limits are reached

Strengths: Tightest native integration with ZoomInfo's contact data, which remains one of the strongest B2B databases available. Copilot's AI layer processes intent signals alongside contact records to surface actionable prioritization. which reduces the manual work of turning signals into outreach. Gartner recognition reflects a mature, validated platform.

Weaknesses: User reviews on Gartner Peer Insights and G2 consistently cite ZoomInfo's intent data accuracy as weaker than dedicated providers: high-intent flagged accounts that, when contacted, had no awareness of the cited topics. The core value proposition is the contact database; the intent layer is a useful supplement, not a replacement for Bombora or 6sense for teams with serious intent data needs.

Choose ZoomInfo when: Your team is already in ZoomInfo and wants intent signals without adding another vendor login or contract. Don't choose it as your primary intent platform if signal accuracy is critical to your outbound motion. layer a dedicated provider on top for higher-fidelity signals.

6sense

6sense is the most sophisticated ABM platform on this list, combining proprietary intent data, predictive AI scoring, and multichannel orchestration. Its Signalverse technology processes over 1 trillion buying signals daily in 40+ languages, supplemented by partnerships with Bombora, TechTarget, TrustRadius, and G2. 6sense has been named a Leader in the Gartner Magic Quadrant for ABM Platforms for five consecutive years through 2025, ranking highest for Ability to Execute.

Best for: Enterprise organizations running mature ABM programs that need intent data, predictive scoring, and activation orchestration in a single platform.

Key features:

  • Signalverse: 1 trillion+ buying signals processed daily across 40+ languages
  • Predictive AI scoring for "Decision stage" buying committee identification
  • RevvyAI: pre-built AI agents for account qualification, ad optimization, and keyword recommendations (launched at Breakthrough 2025)
  • Native advertising, website personalization, and orchestration capabilities
  • Free tier with buyer discovery and 50 credits/month
  • Gartner MQ Leader 5 consecutive years; Forrester Wave Leader Q1 2025

Pricing:

  • Free tier: buyer discovery, 50 credits/month
  • Paid plans: $60,000 to $300,000+/year depending on modules
  • Display advertising tiered separately: $5,000/month for 1,000 accounts, $20,000/month for 5,000 accounts, $30,000/month for 10,000 accounts
  • Enterprise packages are custom-quoted

Strengths: The most complete ABM platform available, with intent data, predictive scoring, and activation in one system. RevvyAI represents a meaningful step toward automating the execution work that most intent data platforms leave to the user. Five consecutive Gartner MQ Leader designations is the clearest market validation available.

Weaknesses: The price point ($60K minimum) puts it out of reach for most seed-to-Series-B startups. Setup and ramp time is significant. building orchestration automations takes real effort, and teams without dedicated RevOps capacity get limited value from the platform's depth. Gartner Peer Insights reviews consistently cite steep learning curves.

Choose 6sense when: You're running a mature enterprise ABM program with $60K+ annual budget for intent data alone, a dedicated RevOps or marketing ops function, and enough pipeline velocity to validate predictive scoring. Don't choose it as your first intent data investment or if your team won't have bandwidth to configure and maintain orchestration rules.

Cognism

Cognism is the primary intent data option for B2B teams selling into European markets. Its compliance infrastructure is embedded throughout: ISO 27001, ISO 27701, and SOC 2 Type II certifications, with regular scrubbing against 15 major Do Not Call and TPS lists across EU and UK jurisdictions. Intent data is sourced primarily from Bombora's cooperative network, accounting for approximately 70% of signals, supplemented by Cognism's proprietary data.

Best for: B2B teams with significant EU or UK customer bases where GDPR compliance is a core requirement, not an afterthought.

Key features:

  • GDPR-compliant intent data (ISO 27001/27701, SOC 2 Type II)
  • Diamond Data: phone-verified mobile numbers with higher connect rates than unverified databases
  • Bombora-sourced intent across 11,000+ topics (up to 12 topics on Elevate plan)
  • Regular DNC/TPS list scrubbing across 15 major registries
  • CRM and sales engagement platform integrations
  • European contact coverage including verified direct dials

Pricing:

  • Grow (Platinum) plans start around $15,000/year platform fee plus approximately $1,500/user
  • Elevate (Diamond) plans start around $25,000/year plus approximately $2,500/user
  • Bombora intent data included in Elevate plan
  • Most teams pay $15,000-$100,000+/year depending on team size and modules

Strengths: The most defensible compliance posture for EU/UK outreach of any provider on this list. Diamond Data's phone-verified mobile numbers are a genuine differentiator for phone-heavy outbound motions where connect rates on unverified mobiles are low. GDPR/TPS compliance built in rather than bolted on.

Weaknesses: Since approximately 70% of intent data comes from Bombora, you're largely getting Bombora signals with Cognism's compliance wrapper and European contact data layered on. If your team is purely US-focused or already buys Bombora directly, Cognism's intent layer provides limited incremental signal value. International data coverage outside EU/UK is thinner.

Choose Cognism when: You're actively selling into the EU or UK and need GDPR/TPS compliance with minimal internal legal overhead. You run a phone-heavy outbound motion and need verified mobile numbers with higher connect rates. Don't choose it as a pure intent data play for US-focused teams. the compliance infrastructure isn't needed and you're paying for Bombora signals at a premium.

Run outbound on autopilot.

Lead lists, enrichment, ICP qualification, personalized openers, sequencer push. Miniloop runs the loop, you take the meetings.

See outbound automation

How to Choose an Intent Data Provider for Your Team

The right provider depends on four inputs: your annual budget, your team size and internal ops capacity, your target market geography, and whether your primary motion is inbound (website visitors) or outbound (cold account targeting).

Startup or under $10K/year budget

Start with Apollo.io. The free tier gives you intent topics, a large contact database, and basic sequencing without a contract. Add Dealfront's free plan immediately to capture website visitor signals. there's no reason to leave first-party data on the table. Total budget under $5,000/year for a functional intent setup.

Mid-market, $25,000-$75,000/year

Evaluate Bombora for third-party topic intent feeding your existing Outreach or Salesloft workflow. If you're a SaaS company, add G2 Buyer Intent to capture review-comparison signals from prospects actively evaluating your category. The combination of third-party (Bombora) and second-party (G2) covers the two highest-value intent signal types for most B2B teams.

Enterprise, $75,000+/year

Evaluate 6sense and Demandbase head-to-head. Both are Gartner Magic Quadrant Leaders. Choose 6sense for predictive AI scoring and RevvyAI orchestration automation. Choose Demandbase if advertising, website personalization, and ABX orchestration are your primary use cases. Both run $60,000-$300,000+/year depending on modules. Budget for the activation work in addition to the platform cost.

EU or UK-focused teams

Cognism for GDPR-compliant intent paired with Diamond Data verified contacts. Add Dealfront for EU website visitor identification. Do not skip compliance infrastructure for EU markets. the cost of a data protection misstep exceeds the cost of doing it right from the start.

SaaS companies in competitive categories

G2 Buyer Intent first. if your buyers use G2 for vendor research, the review signals are the highest-fidelity intent available. Layer Apollo.io for broader prospecting coverage outside the G2 audience.

Five dimensions to evaluate before signing any contract

Data sourcing methodology (cooperative network, proprietary website tracking, editorial, or review-based), signal resolution (account-level vs. contact-level), integration depth with your existing CRM and sales engagement platform, whether you need a data feed or managed activation, and pricing model transparency. specifically credit expiry policies, auto-upgrade triggers, and what's bundled vs. add-on. A platform that looks affordable at the standard tier can double in cost before your team is fully utilizing it.

Why Most Intent Data Investments Don't Drive Pipeline

Only 24% of B2B teams report exceptional ROI from their intent data investment, despite 91% now using some form of it (DemandScience, 2026). The failure pattern is consistent across teams of all sizes.

Treating a high-intent account as a warm lead

This is the core mistake. A company surging on your topic category is showing research activity. it is not a qualified lead with a budget, a defined need, or an identified champion. Your team still needs to determine who inside the account to contact, what specific problem they're trying to solve, and how your product addresses their current evaluation criteria. Teams that skip these steps and fire off generic sequences to intent-flagged accounts see minimal lift.

Ignoring signal decay

Intent signals have a short half-life. Research shows the window for meaningful action is days, not weeks. Most teams review intent data in weekly or monthly batches. by which point the most actionable signals are stale. Set aggressive decay windows: weight signals from the last 7-14 days most heavily, and apply decay functions to anything older than 30 days. A high-intent signal from six weeks ago is noise, not an opportunity.

Generic follow-up messaging

Knowing a company is researching "sales intelligence platforms" doesn't tell you which specific problem is driving the search. The signal should inform the angle of your outreach. whether you lead with pipeline visibility, data accuracy, or integration depth depends on what their research activity suggests they're evaluating. "I noticed you're researching X" as a cold opener is table stakes in 2026. Using the signal to infer their evaluation criteria and lead with that is where conversion improvements come from.

Measuring the wrong metrics

Teams that track "high-intent accounts flagged per week" are measuring signal volume, not signal-to-pipeline conversion. The right metric is: what percentage of intent-flagged accounts entered your pipeline within 30/60/90 days? If intent data generates signals but few convert, the issue is activation speed, contact targeting accuracy, or messaging. not the number of signals surfaced. Instrument signal-to-pipeline directly, not signal volume.

Relying on a single signal source

No single intent provider captures the full picture. A prospect on your pricing page (first-party) who is also reading G2 reviews in your category (second-party) and researching your topic space across the web (third-party) is a fundamentally different signal than any one of those alone. The teams that consistently get ROI from intent data layer multiple sources: topic surges + review signals + website visits + trigger events like job changes and funding announcements. Single-source intent is a starting point, not a complete picture.

Turn Intent Signals Into Outreach Without Doing It All Yourself

Bombora, Apollo, G2 Buyer Intent, and Warmly handle signal detection. But running intent-driven GTM involves more. the busywork: pulling a targeted account list from the accounts showing high intent, finding the right contacts inside those companies, drafting personalized cold email at scale, monitoring for new signals each week, and managing follow-up sequences for accounts that don't respond on the first touch.

Miniloop handles that execution layer. Whether you have a RevOps team, are building out your first SDR function, or are doing outbound yourself. Miniloop builds and runs the intent-driven prospecting workflows for your team:

  • Contact list building from intent-flagged accounts: pull accounts matched to your ICP from surging signals and build a prioritized outreach list
  • Contact enrichment and ICP scoring: find the right person inside each account (decision-makers, economic buyers, champions) and score them against your criteria
  • Personalized cold email drafting: write outreach that references the relevant signal context, not a generic "I noticed you're researching" opener
  • Weekly signal monitoring and alert routing: check your intent feeds on schedule and route new high-priority signals to the right rep or sequence automatically
  • Follow-up sequence management: run multi-touch follow-ups for non-responders without manual tracking

Intent data tools surface the signals. The execution work. list building, enrichment, drafting, sequencing, follow-up. is where most teams stall. That's the busywork Miniloop is built to handle.

Try Miniloop or browse templates to see how intent-driven outreach workflows run in practice.

Which Intent Data Provider Should You Pick?

For most seed-to-Series-B teams: start with Apollo.io. The combination of accessible pricing, intent signals, and a large contact database makes it the most practical entry point for teams that aren't yet running a mature ABM program. Add Dealfront's free plan immediately to start capturing website visitor signals. zero additional cost, zero excuse not to.

If you're a SaaS company with an active G2 profile, add G2 Buyer Intent as your second layer. Review-comparison signals are the most purchase-intent-specific data available, and they're exclusive to review platforms. No third-party topic surge comes close to the fidelity of a prospect actively reading your competitors' G2 reviews.

For teams with a significant outbound motion and $25K+/year to invest in intent data: Bombora is the right foundation. Third-party topic intent at scale, feeding your Outreach or Salesloft sequences, is what turns intent data into a systematic prospecting advantage rather than an occasional signal.

For enterprise teams budgeting $75K+: evaluate 6sense and Demandbase in a live pilot before committing. Both are Gartner MQ Leaders. The right choice depends on whether you prioritize predictive AI scoring (6sense) or advertising and ABX orchestration (Demandbase).

For EU or UK-focused teams: Cognism is the clear starting point. GDPR compliance, Diamond Data verified contacts, and Bombora-powered intent in one contract.

The vendor is a data source. What drives pipeline is what you do with the signals. acting within 48 hours, identifying the right contact inside the account, personalizing based on what the signal implies about the buyer's current evaluation criteria, and following up consistently. That execution layer is where most intent data ROI is won or lost.

Frequently Asked Questions

What is intent data and how does it work?

Intent data captures digital signals indicating a company or individual is actively researching topics related to your product or service. It comes in three types: first-party intent (behavior on your own website. page views, content downloads, pricing visits), second-party intent (signals from a partner's audience, like G2 review-comparison activity), and third-party intent (aggregated browsing and content consumption across publisher networks, as tracked by Bombora's Data Co-op). Providers analyze content consumption patterns and topic engagement velocity to identify accounts 'surging' on relevant subjects before they ever reach out to you.

How much does intent data cost?

Intent data pricing spans four tiers. Entry-level tools with free plans include Apollo.io, Dealfront, and Warmly. zero cost to start. Budget-friendly paid options (Apollo paid plans, Dealfront paid, Warmly AI Data Agent) run roughly $500-$15,000/year. Mid-range platforms (G2 Buyer Intent, ZoomInfo Streaming Intent, Cognism) cost $10,000-$50,000/year. Enterprise solutions (Bombora, 6sense, Demandbase, Intentsify, TechTarget Priority Engine) range from $25,000 to $300,000+/year. Most pricing is based on the number of accounts monitored, intent topics tracked, or seats, and contracts are typically annual.

What is the difference between first-party, second-party, and third-party intent data?

First-party intent data comes from your own digital properties: website visits, content downloads, pricing page views, and product usage. It's highly accurate but limited to companies already in your ecosystem. Second-party intent data comes from a partner's audience. for example, G2 Buyer Intent signals when a prospect compares vendors or reads reviews on G2's platform, giving you visibility into active purchase evaluation. Third-party intent data is aggregated from large publisher networks, tracking content consumption and topic engagement across thousands of B2B websites. Bombora's Data Co-op tracks 17 billion interactions monthly across 5,000+ publishers. Third-party provides the broadest coverage for finding net-new accounts, but relies on IP-to-company matching and is less precise than first-party or second-party signals.

Which intent data provider is best for small B2B teams or startups?

Apollo.io is the most practical starting point for startups. The free tier includes intent signals from Bombora and LeadSift partnerships, a 270 million+ contact database, and basic sales engagement. all in one tool without a separate contract. Add Dealfront's free plan (identifies up to 100 companies per month visiting your website) to start capturing first-party website intent at zero cost. For SaaS startups with a G2 presence, G2 Buyer Intent at its negotiated price ($8,000-$10,000/year) adds high-fidelity review signals. These three tools together cover the intent signal types that matter most for early-stage outbound, at under $10,000/year total.

Is account-level or contact-level intent data better for sales teams?

Contact-level is dramatically more actionable for sales teams because it identifies who inside a company is doing the research, not just that the company is researching. However, most third-party providers (Bombora, 6sense, Demandbase at standard tiers) deliver account-level only, due to privacy constraints around individual-level web tracking. Contact-level intent is strongest with first-party data. Warmly identifies individual website visitors, not just companies. Second-party platforms like G2 can sometimes surface individual contact activity. For teams using account-level-only providers, the practical workaround is to identify the right contacts within surging accounts through enrichment tools after the intent signal fires.

How do I measure whether my intent data investment is working?

Track signal-to-pipeline conversion rate: what percentage of intent-flagged accounts enter your sales pipeline within 30, 60, and 90 days of being flagged. This metric directly connects intent signals to revenue activity. Secondary metrics worth tracking: time-to-contact after a signal fires (faster is better. research consistently shows acting within 48 hours outperforms weekly batch runs), reply rates on intent-triggered outreach versus non-intent outreach, and deal size or win rate for intent-sourced opportunities versus cold outreach. If your intent data generates high signal volume but low pipeline conversion, the issue is typically activation speed, contact targeting accuracy, or outreach personalization. not the intent data source itself.

How is intent data different from lead enrichment or contact data?

Enrichment and contact data provide static attributes about a company or contact: firmographics (industry, size, revenue), technographics (what software they use), org chart data, and verified contact details like email addresses and direct dials. Intent data provides dynamic behavioral signals: what that company is actively researching right now. Enrichment tells you who to target; intent data tells you when they're ready to buy. The most effective B2B sales motions use both: enrichment to build an ICP-filtered target account list, intent to prioritize which accounts on that list to pursue this week. Treating them as substitutes for each other is a common setup mistake.

Can intent data integrate with Salesforce, HubSpot, and sales engagement platforms?

Yes. Most intent data providers offer native integrations with Salesforce and HubSpot for CRM sync, and with major sales engagement platforms like Outreach and Salesloft for sequence triggering. Bombora, 6sense, Demandbase, ZoomInfo, and Cognism all have documented Salesforce and HubSpot connectors. Apollo.io includes its own sequencing tool with native CRM sync. The key evaluation question is how the data reaches your reps in practice. real-time push notifications to a CRM record versus daily batch exports versus manual CSV reviews create very different activation speeds, and activation speed is one of the strongest predictors of whether intent data produces pipeline.

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