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title: "Intent Data Providers: 15 We Tested (Real Pricing) | Autobound"
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> **Original source:** https://www.autobound.ai/blog/top-15-intent-data-providers-compared-2026

## The 17 Providers: Detailed Reviews

### 1\. Bombora

[Bombora](https://bombora.com/) pioneered the B2B intent data category with its cooperative data model. The [Data Co-op](https://bombora.com/our-data/) collects consent-based intent signals from 5,000+ premium B2B publisher websites, tracking [17 billion interactions monthly](https://bombora.com/our-data/). When employees at a company consume content at rates above baseline, Bombora flags a "Company Surge" signal across 12,000+ intent topics.

**Why it matters:** Bombora's co-op model is the industry's most widely referenced third-party intent data source. Multiple providers on this list -- Cognism, 6sense, Demandbase, Apollo, and SalesIntel -- resell or integrate Bombora data, which speaks to its foundational role. Named a [Leader in The Forrester Wave: Intent Data Providers for B2B, Q1 2025](https://bombora.com/blog/bombora-recognized-leader-the-forrester-wavetm-intent-data-providers-b2b-q1-2025/). Bombora's [2025 Year in Intent report](https://bombora.com/blog/the-year-in-intent-report-2025/) showed AI shifting from experimentation to measurable-ROI deployment as the dominant surge theme, and co-op size grew ~20% with topic coverage up 13% over 18 months.

**Best for:** Mid-market and enterprise teams that want high-quality third-party topic-level intent data to feed into their existing ABM or [sales engagement stack](https://www.autobound.ai/blog/top-12-sales-engagement-suites-integrating-ai-in-2025).

**Pricing:** Starts around [$25,000-$30,000/year](https://derrick-app.com/en/pricing-bombora-2/) for the basic Company Surge plan. Most implementations land between $50,000-$100,000 depending on topic count and data volume. [Vendr data](https://www.vendr.com/marketplace/bombora) puts the average at ~$58,000/year.

**Key limitation:** Account-level signals only. You know which company is surging, not which individual. Your team still needs to identify the right contacts within the account and craft relevant outreach -- a gap that platforms like [Autobound's Signal Engine](https://www.autobound.ai/platform/signal-engine) bridge by surfacing contact-level context alongside intent signals across [700+ signal types](https://www.autobound.ai/signal-data).

### 2\. ZoomInfo

**Data type:** Third-party (proprietary collection)  
**Resolution:** Account-level  
**Analyst recognition:** Gartner Magic Quadrant Leader, ABM Platforms (2024 and 2025, two consecutive years); only vendor in Gartner's Customers' Choice quadrant, Voice of the Customer 2025, 4.7/5.0 average rating  
**Pricing:** $15K-$40K/year (intent add-on; full platform pricing custom)

ZoomInfo's intent layer is proprietary, not a Bombora resell — a distinction that matters for teams evaluating sourcing methodology. ZoomInfo Intent tracks 210 million IP-to-Organization pairings and six trillion keyword-to-device pairings sourced monthly across the open web. Guided Intent, exclusive to ZoomInfo, identifies the specific topics historically correlated with closed-won deals in a given pipeline rather than surfacing generic category-level research signals. That moves intent from account-level awareness to deal-correlated prioritization. WebSights layers first-party behavioral data on top, resolving anonymous website visitors to company and contact level. The activation layer is the GTM Context Graph, which fuses ZoomInfo's proprietary intent signals with a customer's CRM records, conversation intelligence from Chorus, and engagement history into one intelligence layer — addressing the activation gap this article identifies as the primary ROI failure mode. GTM Workspace delivers those signals directly to sellers as prioritized actions. The platform also connects through APIs and an MCP server, meaning intent signals are available in any external workflow or AI agent.

**Strengths:**

-   Proprietary intent collection (210M IP pairings, 6T keyword-to-device pairings monthly) rather than a co-op resell
-   Guided Intent identifies deal-correlated topics from pipeline history, not manual topic selection
-   GTM Context Graph fuses intent with CRM, conversation intelligence, and engagement history into a single activation layer
-   WebSights adds first-party website visitor resolution, layering signal types the article identifies as highest-ROI when combined
-   Gartner Customers' Choice (only vendor, 4.7/5.0) and Gartner MQ Leader two consecutive years validate enterprise adoption at scale
-   ZoomInfo MCP server delivers intent signals to Claude, ChatGPT, and any external AI agent or workflow

**Weaknesses:**

-   Intent is sold as an add-on to the core platform, not a standalone product — requires a broader ZoomInfo commitment
-   Account-level resolution only; contact-level intent remains a gap for teams needing individual-level signal precision
-   Custom pricing requires a sales conversation; no self-serve entry point at the intent tier
-   Full activation value requires CRM integration and configuration investment

**Pricing:** Intent add-on: $15K-$40K/year on top of core platform subscription. Full platform (Sales, GTM Workspace, GTM Studio): custom-quoted. ZoomInfo Lite available free as a no-commitment entry point to the data layer.

**Best for:** Enterprise revenue teams that already run ZoomInfo for contact and firmographic data and want intent signals, deal-correlated prioritization, and AI-driven activation consolidated in one platform rather than managing a separate intent vendor alongside their core data stack.

### 2\. 6sense

[6sense](https://6sense.com/) is the most sophisticated ABM platform on the market, combining proprietary intent data, predictive AI, and multichannel orchestration. Its [Signalverse](https://6sense.com/signalverse/) technology processes over 1 trillion buying signals daily in 40+ languages, supplemented by partnerships with Bombora, TechTarget, TrustRadius, and G2.

**Why it matters:** 6sense has been named a [Leader in the Gartner Magic Quadrant for ABM Platforms for five consecutive years](https://6sense.com/gartner-abm-magic-quadrant/) (through 2025), ranking highest for Ability to Execute. It also received a [Leader designation in Forrester's Q1 2025 Intent Data Wave](https://6sense.com/forrester-wave-b2b-intent-data/). At Breakthrough 2025, 6sense unveiled RevvyAI -- pre-built AI agents for account qualification, ad optimization, and inbound conversion that automate the GTM motion end-to-end.

**Best for:** Enterprise organizations running mature [ABM programs](https://www.autobound.ai/blog/abm-ai-guide-account-based-marketing-strategy) that want intent data, predictive scoring, and activation in a single platform.

**Pricing:** Free tier offers buyer discovery and 50 credits/month. Paid plans typically range from [$60,000 to $300,000+/year](https://marketbetter.ai/blog/6sense-pricing-2026/) depending on modules. [Display ad accounts](https://www.bookyourdata.com/blog/6sense-pricing) are tiered separately: $5K/mo for 1,000 accounts, $20K for 5,000, $30K for 10,000.

**Key limitation:** Steep learning curve confirmed across [Gartner Peer Insights reviews](https://www.gartner.com/reviews/product/6sense-revenue-intelligence-platform). Building orchestration automations takes significant ramp time. The platform tells you an account is in the "Decision stage" with high likelihood to buy, but [your SDR still needs to figure out](https://marketbetter.ai/blog/6sense-review-2026/) who to call, what sequence to use, and how to prioritize against 50 other high-intent accounts.

### 3\. Demandbase

[Demandbase](https://www.demandbase.com/) is the other major full-stack ABM platform, combining proprietary intent data with advertising, website personalization, and sales intelligence. Demandbase One tracks [500+ billion signals monthly](https://www.demandbase.com/press-release/forrester-wave-leader-intent-data-q1-2025/) across 300,000+ intent keywords.

**Why it matters:** Named a [Leader in the 2025 Gartner Magic Quadrant for ABM](https://www.demandbase.com/resources/report/2025-gartner-abm-magic-quadrant/) (ranked highest for Completeness of Vision) and a [Leader in the Forrester Wave for Intent Data Providers, Q1 2025](https://www.demandbase.com/press-release/forrester-wave-leader-intent-data-q1-2025/). Forrester highlighted its "highly accurate identity resolution capabilities." A [2025 design overhaul](https://zenabm.com/blog/demandbase-pricing) added predictive surfacing of relevant ICPs, deal-risk accounts, and disjointed buying committees.

**Best for:** Enterprise marketing teams running multi-stakeholder ABM plays that want advertising, website personalization, and intent intelligence unified. See our [behavioral analytics platforms guide](https://www.autobound.ai/blog/best-behavioral-analytics-platforms-b2b-marketers-2025) for complementary analytics capabilities.

**Pricing:** Modular, starting around [$18,000-$32,000/year](https://derrick-app.com/en/pricing-demandbase-2/) for small businesses. [Median deployment](https://reply.io/blog/demandbase-pricing/) is ~$65,000/year. Full enterprise packages with advertising and orchestration reach $100,000-$250,000+.

**Key limitation:** Modular pricing escalates fast once you add advertising credits, AI orchestration, and CRM connectors. The sticker price for SMBs can nearly triple by the time you have a functional deployment.

### 4\. Informa TechTarget

[TechTarget's Priority Engine](https://www.techtarget.com/products/priority-engine/) leverages an extensive network of technology-focused editorial websites to generate intent data specifically for IT and technology buyers. The data is opt-in and contact-level -- meaning you get [individual contacts, not just account signals](https://www.informatechtarget.com/report/leader-in-the-forrester-wave-q125/), tracking over 1.4 million intent signals from 32 million opt-in B2B professionals.

**Why it matters:** Named both a [Leader and Customer Favorite](https://www.informatechtarget.com/report/leader-in-the-forrester-wave-q125/) in The Forrester Wave Q1 2025. If you sell to IT buyers, TechTarget provides the closest you can get to knowing exactly what they are evaluating -- because the signal comes from editorial content consumption on TechTarget's own publications, not inferred from IP tracking.

**Best for:** Technology vendors selling to IT departments, cybersecurity teams, cloud infrastructure buyers, or enterprise software decision-makers.

**Pricing:** Custom, typically [$5,000-$15,000/month](https://thecmo.com/services/best-intent-data-providers/) depending on topic coverage and lead volume. Also offers content syndication bundled with intent data.

**Key limitation:** Narrow focus. Excellent for technology purchasing signals but minimal coverage for non-tech buying scenarios (HR, finance, operations). The Priority Engine UI has drawn criticism for complexity in [user reviews](https://www.gartner.com/reviews/market/account-based-marketing-platforms).

### 5\. Intentsify

[Intentsify](https://intentsify.io/) received the [highest overall score for Current Offering](https://intentsify.io/resources/forrester-wave-report-2025/) in The Forrester Wave Q1 2025, earning the highest score possible across 12 of 21 evaluation criteria. Its "Precision Intent" technology calibrates intent models specifically to each customer's products rather than using generic topic categories.

**Why it matters:** Intentsify monitors over a trillion monthly intent signals and aggregates multiple proprietary and third-party sources -- including its [Orbit identity graph](https://www.businesswire.com/news/home/20250227840137/en/Intentsify-Named-a-Leader-in-B2B-Intent-Data-Analyst-Report) for buying-group-level attribution, which Forrester identified as one of the most significant innovations in intent data over the past two years. The managed-service model means Intentsify can also activate data through advertising, content syndication, and demand programs on your behalf.

**Best for:** Mid-market and enterprise B2B teams that want intent intelligence and managed activation services, particularly those lacking internal resources for sophisticated [data-driven targeting](https://www.autobound.ai/blog/data-driven-targeting-b2b-sales-marketing-guide) campaigns.

**Pricing:** Not publicly listed. Combines annual subscriptions with CPM/CPL-based activation fees. Third-party benchmarks suggest median annual spend in the [mid-five-figure range](https://saleshive.com/vendors/intentsify/).

**Key limitation:** The managed-service model is a strength for teams wanting hands-off execution but can feel inflexible for organizations that prefer full self-service control. Not ideal for startups with small budgets.

### 6\. G2 Buyer Intent

[G2 Buyer Intent](https://sell.g2.com/data) captures second-party intent signals from the world's largest B2B software review platform. When a prospect views your product profile, compares you against competitors, or browses your category page, G2 flags that activity -- including company name, visit dates, pages viewed, and visitor count.

**Why it matters:** G2 intent signals are among the highest-fidelity available because the underlying behavior -- comparing software vendors, reading peer reviews -- directly indicates active purchase evaluation. [12+ million buyers visit G2 annually](https://www.g2.com/), making it the largest second-party intent source for SaaS.

**Best for:** SaaS companies wanting to know exactly which prospects are evaluating their category. Particularly powerful when combined with [other buying signals](https://www.autobound.ai/blog/7-buying-signals-that-book-meetings) like job changes or funding events.

**Pricing:** G2 Core starts at approximately [$10,000-$15,000/year](https://www.vendr.com/marketplace/g2). Buyer Intent add-on brings the total to $40,000-$50,000 at list price. [Vendr data](https://www.vendr.com/marketplace/g2) shows 50% of companies negotiate discounts of 38%+, bringing effective costs to ~$8,000-$10,000/year. Free Bombora-powered Company Surge data is available in the my.g2 dashboard for vendors with profiles.

**Key limitation:** Uses third-party matching (often ZoomInfo) to identify visiting companies, which introduces accuracy loss. [Reviews note](https://www.smarte.pro/blog/g2-intent-data) that setup requires significant effort to classify ICPs and upload target lists, and conversion rates can be low without mature ABM workflows.

### 8\. Warmly

[Warmly](https://www.warmly.ai/) is a person-level website visitor identification platform that combines first-party intent with Bombora third-party data and orchestration. The platform claims to identify [45% of contacts and 65% of companies](https://www.warmly.ai/) visiting your website, using 20+ data providers for cross-validation.

**Why it matters:** Warmly bridges the gap between account-level and contact-level intent by de-anonymizing individual website visitors -- not just companies. It also bundles AI chatbot, live video chat, email/LinkedIn automation, and lead routing, making it a full activation layer rather than just a data feed. Deep Bombora integration means you also see third-party intent signals your website visitors left across the open web.

**Best for:** SMBs and mid-market teams wanting person-level website intent identification combined with automated outreach orchestration. Particularly strong for teams without a dedicated ABM platform.

**Pricing:** Free plan identifies up to [500 website visitors/month](https://www.warmly.ai/). Paid plans: AI Data Agent ($10,000/year), AI Inbound Agent ($16,000/year), AI Outbound Agent ($22,000/year), Marketing Ops Agent ($25,000/year). Each tier adds orchestration capabilities.

**Key limitation:** Person-level identification rates vary significantly by traffic source and visitor behavior. The 45% contact identification claim is a peak number; real-world rates depend heavily on your audience. Newer entrant with less enterprise validation than established providers.

### 9\. Cognism

[Cognism](https://www.cognism.com/) is the leading option for European-focused B2B teams, with GDPR compliance embedded throughout. Holds ISO 27001, ISO 27701, and SOC 2 Type II certifications. Intent data is sourced primarily from [Bombora's cooperative network](https://www.cognism.com/blog/intent-data-providers) (~70% of signals), supplemented by Cognism's proprietary data.

**Why it matters:** If your target accounts are in the EU or UK, Cognism's compliance infrastructure -- including regular scrubbing against [15 major Do Not Call and TPS lists](https://www.cognism.com/compliance) -- is a genuine differentiator. Diamond Data provides phone-verified mobile numbers with significantly higher connect rates than unverified databases.

**Best for:** B2B teams selling into European markets, or any organization where GDPR/CCPA compliance is a board-level concern.

**Pricing:** Grow (Platinum) plans start around [$15,000/year](https://www.warmly.ai/p/blog/cognism-pricing) platform fee plus ~$1,500/user. Elevate (Diamond) plans start around $25,000/year plus ~$2,500/user. Bombora intent data is included in Elevate, with up to 12 intent topics from 11,000+ options. Most teams pay $15,000-$100,000+ annually.

**Key limitation:** Since ~70% of intent data comes from Bombora, you are largely getting Bombora signals with Cognism's compliance wrapper and European contact data overlaid. If you already buy Bombora directly, incremental intent data value is limited.

### 10\. Apollo.io

[Apollo.io](https://www.apollo.io/) has the most accessible intent data offering on this list, with a free tier and paid plans starting at [$49/user/month](https://www.apollo.io/pricing). The database spans [270+ million contacts and 73+ million companies](https://therevopsreport.com/tools/apollo/), with intent data powered by partnerships with [Bombora](https://bombora.com/integration/apollo/) (14,000+ topics) and LeadSift (1,600+ topics).

**Why it matters:** Apollo democratized what was previously enterprise-only. For startups and SMBs that cannot justify $30,000+ for Bombora or $60,000+ for 6sense, Apollo makes intent-informed [prospecting](https://www.autobound.ai/blog/10-modern-prospecting-techniques-to-explode-your-b2b-sales-pipeline) accessible within an all-in-one sales engagement platform.

**Best for:** Startups, SMBs, and lean sales teams wanting intent bundled into their prospecting tool at a fraction of enterprise pricing.

**Pricing:** Free plan available. Basic: [$49/user/month](https://www.apollo.io/pricing) (annual). Professional: $79/user/month. Organization: $119/user/month (min 3 users). [Important nuance](https://www.smarte.pro/blog/apollo-io-pricing): intent topics are limited to 1 (Free), 3 (Basic), or 6 (Pro/Org). Credits do not roll over -- unused credits expire monthly.

**Key limitation:** Intent data depth is shallower than dedicated providers. Advanced intent topics, revenue data, and technographic filters sit behind paywalls not obvious at sign-up. Best viewed as a complement to Apollo's core prospecting, not a standalone intent solution.

### 11\. Dealfront (formerly Leadfeeder)

[Dealfront](https://www.dealfront.com/) specializes in first-party website visitor identification. The platform identifies which companies visit your website using IP address resolution, layers in firmographic and intent signals for scoring, and offers a strong European compliance posture with [GDPR compliance built into its core](https://www.dealfront.com/pricing-web-visitors/).

**Why it matters:** Website visitor identification is the highest-signal form of first-party intent data. A prospect on your pricing page is a stronger indicator than a third-party topic surge. Dealfront captures that signal and makes it actionable through [CRM integrations](https://www.autobound.ai/integrations).

**Best for:** SMBs and mid-market teams wanting affordable first-party website intent. Especially strong for European companies.

**Pricing:** Free plan identifies up to 100 companies/month with 7 days of data retention. Paid plans start at [$99/month](https://www.dealfront.com/pricing-web-visitors/) (annual), scaling with companies identified -- up to $1,199/month for 20,000-40,000 companies. Additional modules (Target, Connect, Datacare) are custom-quoted.

**Key limitation:** Account-level only. IP-based identification has accuracy limitations with VPN usage and shared IP spaces. Does not provide third-party intent data breadth.

### 12\. SalesIntel

[SalesIntel](https://salesintel.io/) differentiates through human-verified B2B contacts combined with Bombora-powered intent data. Claims [95% accuracy](https://salesintel.io/why-salesintel/) on human-verified contacts and direct dials, refreshed every 90 days, with 100+ million email addresses and 54+ million mobile numbers.

**Why it matters:** Intent data is only as useful as your ability to act on it, and action requires accurate contact data. SalesIntel's "Research on Demand" service tracks down and verifies specific contacts within hours -- meaning your team can move from intent signal to personalized [outreach](https://www.autobound.ai/blog/ai-sales-email-tactics-data-backed-guide) faster than with providers requiring separate enrichment. Its newer [Signal360 technology](https://salesintel.io/) tracks thousands of signals across 30+ categories including predictive signals (funding, leadership changes, hiring sprees) and demand-capture signals (website intent, competitor searches).

**Best for:** Teams that value contact accuracy above all else, particularly phone-heavy outbound motions where direct dial accuracy is critical.

**Pricing:** Unlimited access model for email, mobile, firmographics, technographics, exports, and enrichment. Not publicly listed but positioned competitive with ZoomInfo. Named a [G2 High Performer in Spring 2025](https://salesintel.io/). Note: advanced intent data, AdsIntel, and VisitorIntel are add-ons not included in the base plan.

**Key limitation:** Intent data is primarily Bombora-sourced -- same data you would get from Bombora directly, Cognism, or several other providers on this list. The differentiator is contact data quality, not intent signals. US-focused; international data coverage is thinner.

### 13\. TrustRadius (now part of HG Insights)

[TrustRadius](https://www.trustradius.com/) provides second-party intent data from its B2B technology review platform serving [12 million tech buyers annually](https://solutions.trustradius.com/intent-data/). [Acquired by HG Insights in June 2025](https://hginsights.com/blog/hg-insights-acquires-trustradius/), combining review-based intent with technographic and market intelligence.

**Why it matters:** Like G2, TrustRadius captures signals from buyers actively comparing vendors. The HG Insights acquisition adds a unique layer: technographic intelligence that tells you not just that a company is researching your category, but what technology stack they currently run. The combined platform enables customers to harness buyer intent insights alongside in-market leads that represent ICP and account best fits.

**Best for:** Technology vendors wanting review-based buying signals combined with market intelligence. Integrates with 6sense, Demandbase, LinkedIn Matched Audiences, Marketo, Snowflake, and [Salesforce](https://www.autobound.ai/integrations/salesforce).

**Pricing:** Custom. Typically bundled with review management packages.

**Key limitation:** Smaller buyer audience than G2. Most valuable for technology categories with strong TrustRadius review coverage; less useful for non-tech B2B.

### 14\. Breeze Intelligence (formerly Clearbit)

[Breeze Intelligence](https://clearbit.com/), formerly Clearbit before its [acquisition by HubSpot](https://www.smartbugmedia.com/blog/introducing-hubspot-breeze-intelligence-and-the-future-of-data-driven-growth), provides data enrichment and buyer intent natively within HubSpot's CRM. Accesses 200+ million buyer and company profiles for enrichment and website visitor identification.

**Why it matters:** For [HubSpot-native teams](https://www.autobound.ai/integrations/hubspot), Breeze Intelligence eliminates integration friction. Enrichment, visitor identification, and intent signals feed directly into HubSpot workflows, contact records, and [lead scoring](https://www.autobound.ai/blog/cut-through-the-noise-top-12-lead-scoring-and-prioritization-tools-powered-by-ai-in-2025) without requiring a separate platform. As of mid-2025, [standard data enrichment is now free for Core Seats](https://www.eesel.ai/blog/hubspot-breeze-intelligence-pricing) (Starter+), with credits required only for advanced features.

**Best for:** HubSpot-centric teams wanting intent-informed enrichment and visitor identification without adding another vendor.

**Pricing:** Starts at [$45/month](https://www.eesel.ai/blog/hubspot-breeze-intelligence-pricing) for 100 credits (annual). Credits transitioned from "Breeze Intelligence Credits" to unified [HubSpot Credits](https://knowledge.hubspot.com/account-management/understand-hubspot-credits-and-billing) in mid-2025. Credits reset monthly with no rollover. HubSpot auto-upgrades you to the next pack at 75%/85%/90% usage thresholds. Requires a HubSpot subscription.

**Key limitation:** Fully locked into HubSpot's ecosystem. All free Clearbit access (Reveal Lite, TAM tools) was sunset in 2025. Credit-based pricing with monthly expiration and auto-upgrade gets expensive for high-volume teams. Intent capabilities are more limited than dedicated providers.

### 15\. Anteriad

[Anteriad](https://anteriad.com/) was named a [Strong Performer in The Forrester Wave: Intent Data Providers for B2B, Q1 2025](https://anteriad.com/reports/forrester-intent-data-wave-2025), earning the highest possible score in future-proofing data collection, data integration and delivery, and data security and compliance. In 2025, Anteriad [increased its global audience by 122%](https://anteriad.com/press/anteriad-increases-global-audience-intent-data) to reach 414+ million total contacts enriched with 500+ audience attributes.

**Why it matters:** Anteriad combines multi-source intent data with demand generation services, offering both the intelligence layer and the execution layer. Forrester noted that customers describe Anteriad's execution as "highly targeted," praising both their transparency and affordability compared to larger platforms. Global expansion in 2025 was significant: Japan grew 794%, with major gains in India, Brazil, and Singapore. EMEA intent coverage added Spain, Netherlands, Sweden, Belgium, Luxembourg, and Finland.

**Best for:** Marketing teams looking for highly customized, targeted approaches to campaign execution -- particularly those wanting an alternative to the 6sense/Demandbase duopoly at a more accessible price point, or needing strong global coverage.

**Pricing:** Custom. Positioned as more affordable than enterprise ABM platforms. Combines intent data subscriptions with demand generation services.

**Key limitation:** Less name recognition than the major providers. The platform's strength is in execution services rather than self-serve data access, which may not suit teams with strong internal ops capabilities.

### 16\. DemandScience

[DemandScience](https://demandscience.com/) is a demand generation company whose PureSyndication platform combines intent data with content syndication to deliver guaranteed lead volumes. Reaches a global audience of [247+ million verified professionals in 100+ countries](https://demandscience.com/resources/saas-cloud-to-cloud-backup-leader-doubles-scale-demand-generation-program/), fully GDPR, CCPA, and TCPA compliant.

**Why it matters:** DemandScience occupies a different niche: it sells outcomes (qualified leads) rather than signals. For marketing teams measured on MQL volume and struggling to activate intent data independently, it provides a turnkey path from intent signal to qualified lead. Their [2026 State of Performance Marketing report](https://demandscience.com/press-releases/state-of-performance-marketing-2026-benchmark-report/) (750 senior leaders surveyed) found that 76% of organizations create content not informed by verified buyer signals, and 72% of leaders say AI-generated content is hurting brand distinction.

**Best for:** Enterprise marketing teams needing guaranteed lead volumes from intent-driven content syndication, particularly in technology sectors.

**Pricing:** Custom based on lead volume, targeting criteria, and campaign scope. Cost-per-lead (CPL) model rather than platform subscription.

**Key limitation:** You are buying leads, not data. This makes DemandScience harder to compare directly with data providers. Leads may require significant nurturing, and targeting customization can be limited compared to self-serve platforms.

### 17\. Artisan

[Artisan](https://www.artisan.co/) takes the opposite approach to everyone else on this list: instead of selling intent data, it activates it. Artisan's AI BDR agent, Ava, consumes intent and trigger signals and converts them directly into personalized outbound, email, LinkedIn, and call queuing, then handles replies, objections, and meeting booking autonomously. Ava prospects from a 250M+ contact database enriched through a waterfall across 22+ data sources.

**Why it matters:** The most common failure mode with intent data is buying it and never operationalizing it. Artisan closes the gap between "this account is surging" and "someone actually contacted them" with 20+ prebuilt campaign types, including intent-triggered plays, CRM reactivation, and upsell motions, plus two-way Salesforce and HubSpot sync. SOC 2 Type II and GDPR compliant.

**Best for:** Lean teams that want intent signals wired straight into execution without hiring SDRs or building a signal-routing workflow.

**Pricing:** Custom (contact for pricing); annual contracts standard.

**Key limitation:** Artisan is not an intent data source you can license, there is no raw data delivery, API, or warehouse export, so it complements rather than replaces the providers above for data teams.

## Frequently Asked Questions

### What is the difference between intent data and buying signals?

Intent data is a subset of buying signals. It specifically tracks research and evaluation behavior -- topics researched, content consumed, vendors compared. Buying signals are broader: they include [trigger events](https://www.autobound.ai/blog/sales-trigger-events-templates) like job changes, funding announcements, SEC filings, hiring spikes, and competitive displacement. The most effective sales teams combine both. Intent data identifies _who_ is in-market; trigger signals reveal _why_ and _when_ to reach out. For a deep dive, see our [complete guide to signal-based selling](https://www.autobound.ai/blog/signal-based-selling-complete-guide).

### How much does intent data cost in 2026?

Pricing spans four tiers. Entry-level tools (Apollo.io free tier, Dealfront free plan, Warmly free plan) start at $0. Budget-friendly options (Apollo paid, Dealfront paid, Breeze Intelligence, Warmly AI Data Agent) run $500-$15,000/year. Mid-range platforms (Cognism, G2 Buyer Intent, ZoomInfo, SalesIntel, Warmly Outbound Agent) cost $10,000-$50,000/year. Enterprise solutions (Bombora, 6sense, Demandbase, Intentsify, TechTarget) range from $25,000 to $300,000+/year. Custom and CPL-based models (DemandScience, Anteriad) vary by campaign scope.

### Is account-level or contact-level intent data better?

Contact-level is dramatically more actionable for sales teams because it identifies the _person_ researching, not just the company. However, most third-party providers deliver account-level only due to privacy constraints. Contact-level intent is strongest with first-party data (Warmly, Dealfront identify visiting companies; Warmly also identifies individuals) and second-party data (review platforms can sometimes identify individuals). For bridging the gap, combine account-level intent with [data enrichment tools](https://www.autobound.ai/blog/top-10-data-enrichment-platforms-for-b2b-sales-in-2025-your-guide-to-smarter-outreach) to identify the right contacts within surging accounts.

### Which intent data provider does Forrester rate highest?

In [The Forrester Wave: Intent Data Providers for B2B, Q1 2025](https://www.forrester.com/report/the-forrester-wave-tm-intent-data-providers-for-b2b-q1-2025/RES182002), five providers were named Leaders: **Intentsify** (highest overall Current Offering score across 12 of 21 criteria), **6sense**, **Bombora**, **Informa TechTarget** (also named Customer Favorite), and **Demandbase**. Anteriad was named a Strong Performer with the highest possible score in data security and compliance.

### Can intent data work with my existing CRM and sales tools?

Yes. Most providers offer native integrations with major CRMs ([Salesforce](https://www.autobound.ai/integrations/salesforce), [HubSpot](https://www.autobound.ai/integrations/hubspot)) and sales engagement platforms ([Outreach](https://www.autobound.ai/integrations/outreach), [Salesloft](https://www.autobound.ai/integrations/salesloft)). For teams using workflow automation tools like [Clay](https://www.autobound.ai/integrations/clay) or [n8n](https://www.autobound.ai/integrations/n8n), API-based providers offer programmatic access. The key evaluation criterion is _how_ the data reaches your reps: real-time push to CRM, daily batch updates, or manual export can mean the difference between acting on signals in hours versus weeks.

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

[Data enrichment](https://www.autobound.ai/blog/top-10-data-enrichment-platforms-for-b2b-sales-in-2025-your-guide-to-smarter-outreach) gives you static attributes about a company or contact: firmographics, technographics, org charts, verified emails. Intent data gives you dynamic behavioral signals: what that company is researching right now. Enrichment tells you _who_ to target; intent tells you _when_ they are ready to buy. The most effective teams use both -- enrichment to build their ICP-filtered target list, intent to prioritize which accounts on that list to pursue this week.

### What is the biggest mistake teams make with intent data?

Buying intent data and treating it like a lead list. A "high-intent" account is not a warm lead -- it is a company showing research activity. The signal still needs context: Who at the company should you contact? What specific problem are they trying to solve? What is your differentiated angle? Teams that feed intent signals into a generic email cadence see minimal lift. Teams that use intent to time and personalize already-strong outreach see [conversion improvements of 47%+](https://www.landbase.com/blog/intent-signal-statistics).

### How fresh is intent data?

It varies by provider. Bombora delivers weekly batch updates, 6sense provides near-real-time scoring, and ZoomInfo offers streaming intent. Website visitor tools like Dealfront are effectively real-time, while business-event signal feeds are typically available within hours of the underlying event. For most prospecting use cases a 24-48 hour lag is acceptable, since accounts do not go from researching to purchased overnight.

### Can intent data predict exactly when a company will buy?

Not precisely, but it sharply improves timing. 6sense models buying stage with meaningful accuracy, and Bombora surge data correlates with purchase activity within roughly 90 days. Upstream event signals (like a company hiring a new CTO) tend to predict tool evaluation within 60-90 days. No platform can promise a deal will close in exactly three weeks, but the timing advantage over untargeted outreach is substantial.

### How do I avoid intent data false positives?

Combine multiple signal types. A company surging on a topic like CRM might just be researching for a blog post, not actively buying. But if it is also hiring SDRs, recently raised funding, and visiting your pricing page, that is a real buyer. Layering behavioral intent, business-event signals, and first-party website visits dramatically reduces false positives versus relying on any single source.