B2B Intent Data Providers: The Complete Comparison Guide

Most lists of B2B intent data providers skip the question that matters most, which is whose intent you are actually buying.

The majority of data sold by the big platforms is third-party topic data scraped from a publisher network, and once the difference between that and first-party intent is clear, the overpaying for guesses stops.

This guide covers a clear split between first-party and third-party intent, a side-by-side review of the major B2B intent data providers (6sense, Demandbase, Bombora, ZoomInfo, G2, Madison Logic, RollWorks, Common Room, RB2B, Factors.ai, ZenABM), the pros and cons of each, and a simple decision framework for picking the right tool for ABM.

The Top B2B Intent Data Providers in 2026 At a Glance

Short on time?

The following table maps the providers worth evaluating, the kind of intent each one sells, where it fits, and roughly what it costs.

Each one is covered below with the pros and cons that surface when running ABM programs, drawing on real customer conversations, account audits, and the public benchmarking work in the 2026 LinkedIn ABM Performance Benchmarks Report.

Note: If there is one thing to take from this comparison of B2B intent data providers, it is that the cheapest and most accurate signal available usually comes from your own ad account, your own website, and your own CRM, with everything else acting as a supplement.

First-Party vs Third-Party Intent Data: What B2B Intent Data Providers Actually Sell

Before comparing tools, it helps to understand the two halves of the market, because most B2B intent data providers sell some mix of these two:

• First-party intent: behavior an account performs on assets you own or operate, such as LinkedIn ad engagements pulled from the LinkedIn API, Google Ads engagements, Reddit ad engagements, organic website visits, AI Overview-driven traffic from your CRM, in-app product events, and demo bookings. You own the relationship and the consent trail.
• Third-party intent: behavior an account performs somewhere else, such as anonymous “topic surge” research across a publisher cooperative, review-site activity on G2 or TrustRadius, intent topics inferred by ZoomInfo or Bombora, and technographic shifts. What you buy is a probability that someone at the account is researching your category.

Why does first-party usually beat third-party for ABM

Third-party topic data tells you that “someone at Acme Corp researched ABM tools,” but it does not tell you who, on what page, with what title, or whether that person is a buyer or an intern writing a thesis.

First-party intent is concrete because it shows that a VP of Demand Gen at Acme clicked your Thought Leader Ad twice this week, spent four minutes on your pricing page, and opened a sales rep’s profile.

That is a buyer.

For a typical LinkedIn-led ABM program, the order of accuracy looks like this: LinkedIn ad clicks and reactions from the LinkedIn API, then Google Ads engagements, then Reddit ad engagements, then website visits, then CRM-stitched AI Overview traffic. Bombora-style topic data sits a long way below all of that, which makes it useful for tier-2 prospecting at scale but not the place to start.

“We’re living in the golden era of warm intent. Thanks to tools like Vector, RB2B, Trigify.io and Fibbler we can now identify who’s been on your website, who’s engaging with your LinkedIn posts, and who’s showing buyer intent right now.” Philip Ilic, Founder at KiiN, in his LinkedIn post.

That quote captures where the B2B intent data category is moving, because the cooperative third-party model is not dead, but it is no longer the centre of gravity.

The most actionable signals in 2026 are first-party engagement signals captured from ad platforms, your website, and your community.

The five buckets of intent every ABM team should track

When planning a program, intent breaks into five layers:

1. LinkedIn ad engagement at the account level: paid impressions, clicks, and TLA reactions, pulled directly from the LinkedIn API. This is the highest-quality signal for a LinkedIn-led ABM motion.
2. Other paid channel engagement: Google Ads clicks, Reddit ad engagements, and retargeting from display where your ICP actually visits.
3. Website visits: especially on bottom-of-funnel pages (pricing, comparison, demo), deanonymised at the company level.
4. Search and AI overview intent: branded organic, comparison queries, and AI Overview citations that drive traffic into your CRM.
5. Third-party topic intent: Bombora, G2, ZoomInfo Intent. Useful for waking up dormant accounts, but terrible as a primary trigger.

Comparing the Major B2B Intent Data Providers

Let’s look at the major B2B intent data providers in more detail, one by one.

6sense

6sense is the category leader for predictive intent and the most polished platform for enterprise ABM, because it blends third-party topic intent (much of it Bombora-derived), reverse-IP visitor data, technographics, and AI-driven buying-stage predictions into one account view.

Pros:

• Predicts buying stage per account, so you can route from awareness to BOFU automatically.
• Strong sales workflows inside Salesforce and Salesloft.
  

  

  
  Contacts within accounts and their enriched details using 6sense within Salesloft. Source: 6sense
• Deep ad-network integrations for programmatic display.
  

  

  
  Advertising channels in 6Sense

Cons:

• Implementation typically runs 3 to 6 months and needs a dedicated admin.
• Annual pricing usually starts over $60K and scales fast, as per Vendr and other sources.
  

  

  
  Median pricing of 6sense, as per Vendr, is about $62k annually.
  

  

  
  Access the Reddit thread here
• If your ABM motion is LinkedIn-first, you pay for a lot of features you will not use.

“Don’t overengineer your LinkedIn Ads accounts. We all get inspired with an idea – what if we showed these ads to these guys, then if they click on this ad we’ll show them that, then we’ll use the intent data from 6sense to show them BOFU ads. I’ve audited so many accounts that are just overengineered like this. It’s killing your account. It makes everything more expensive. It doesn’t match the reality of how orgs actually buy things.” Gabriel Ehrlich, Remotion, in his LinkedIn post.

Demandbase

Demandbase is the other big enterprise platform, bundling Bombora intent, its own proprietary signals, ABM orchestration, and a built-in display ad network.

Where 6sense leans into AI predictions, Demandbase leans into media activation.

Pros:

• Best-in-class for running ABM display campaigns inside one platform.
• Combines firmographic, technographic, and intent scoring for ICP fit.
  

  

  
  Account scoring based on ICP characteristics in Demandbase – characteristics that you set on your own
• Strong Salesforce and HubSpot integrations.

Cons:

• Display ABM is a tough sell in 2026 when LinkedIn first-party engagement is so much cheaper to act on.
• Pricing tier and contract length are painful for teams under 50 employees. Sources like Vendr keep Demandbase’s annual median pricing over $68k.
  

  

  
  Median annual Demandbase pricing as reported by Vendr
• Topic intent is essentially Bombora data wrapped in a UI.

For teams weighing this against ZenABM, the Demandbase vs ZenABM comparison walks through the trade-offs in detail.

ZenABM

ZenABM is a LinkedIn-first ABM tool that captures first-party intent from the LinkedIn API (impressions, clicks, and reactions on TLAs and standard formats), Google Ads, Reddit ads, organic website visits, and AI Overview-driven CRM traffic, and then combines it into a single account dossier.

Pros:

• First-party LinkedIn ad engagement at the company level pulled directly from the LinkedIn API.
  

  

  
  Companies Insights
  

  

  
  ZenABM dashboard showing company-level ad engagement data per campaign by pulling first-party intent signals from the LinkedIn API
  

  

  
  ABM analytics and attribution dashboard in ZenABM
• Combined with website intent and CRM signals in a single account dossier.
  

  

  
  ZenABM deal by campaign attribution
  

  

  
  Multi-channel closed-attribution in ZenABM
• First-party qualitative intent from your own LinkedIn ads, based on which ad themes the prospects have interacted with the most.
  

  

  
  The company buyer’s qualitative intent in ZenABM, which essentially tracks which particular messaging has resonated the most with the account.
• Starts at $59 per month with a 37-day free trial, the fastest way to layer first-party intent on a LinkedIn-led ABM motion.
  

  

  
  ZenABM pricing

Cons:

• If your motion does not include LinkedIn ads, you lose the strongest input.
• Not a third-party topic data provider, so if you specifically need Bombora-style topic surge data, you would pair ZenABM with Bombora.
• Less mature for enterprise orchestration than 6sense or Demandbase.

For more on how this stacks up against the legacy platforms, see the 6sense vs ZenABM comparison.

Bombora

Bombora is the original third-party intent provider, and its Company Surge product tracks anonymous research activity across a co-op of more than 5,000 B2B publisher sites, then surfaces accounts spiking on topics relevant to your category.

Pros:

• Largest cooperative B2B intent network, so if a topic exists, Bombora probably tracks it.
• Powers most other intent providers (6sense, Demandbase, ZoomInfo Intent, RollWorks).
• Useful for waking up cold accounts you have never engaged.

Cons:

• Anonymous at the company level only, so you never know which person is doing the research.
• Topic taxonomy is broad, which means a “sales tools” surge does not mean “evaluating ZenABM.”
• False positives are common when employees are researching for content, RFPs, or general curiosity.

ZoomInfo

ZoomInfo bundles its (Bombora-powered) intent data with the most complete B2B contact database in the market, which makes intent a sensible add-on for sales-led teams that already pay for ZoomInfo.

Pros:

• Tightly tied to contact records, so an intent spike instantly maps to named buyers.
• Workflows in ZoomInfo Engage make it easy to act on intent immediately.
  

  

  
  Intent-based ABM workflows in ZoomInfo
• Strong fit for outbound SDR teams.

Cons:

• Intent itself is third-party Bombora data, so you pay twice if you also have a Bombora license.
• Not built for paid media activation, which means you still need an ABM tool to run ads against the account list.
• Contracts and pricing get expensive once you add intent on top of contact data. Sources like Vendr keep the annual median pricing of ZoomInfo at about $33k.

  

G2

G2 sells first-party intent signals from buyers actively comparing software on g2.com, so when someone reads your product page, your reviews, or your competitor comparison, you see the company.

Pros:

• Highest-quality third-party intent, because the behavior is explicit category research.
• Clear category and competitor signal, since it shows that “Account X compared your product against Competitor Y.”
• Easy to act on with a small ABM team.

Cons:

• Only relevant if your category has meaningful G2 traffic.
• Limited to companies that visit G2, so it misses early-stage research.
• Pricing tied to the G2 profile tier rather than data volume.

Madison Logic

Madison Logic combines third-party intent, content syndication, and ABM display media into a single platform, which makes it closer to a media buying tool with intent attached than a pure intent provider.

Pros:

• Useful if you run heavy content syndication programs, but note that some practitioners on Reddit advise against content syndication.
  

  

• • Redditor says Madison Logic’s content syndication isn’t worth it.
• Built-in display network for ABM activation.
• An ML model that scores accounts on engagement across owned and paid channels.

Cons:

• Mostly enterprise-priced and enterprise-paced.
• Heavy reliance on third-party display, which underperforms LinkedIn for B2B.
• Less self-serve than the rest of the market.

RollWorks

RollWorks (NextRoll) is the most accessible enterprise-style ABM platform, bundling ICP scoring (firmographic plus technographic plus Bombora intent), display retargeting, and CRM workflows.

Pros:

• Friendlier pricing than 6sense or Demandbase for SMB and mid-market.
• Combines fit scoring with intent in one view.

  

• Integrates cleanly with HubSpot and Salesforce.

Cons:

• The display network is the weakest part, since B2B display CTR is below 0.5%.
• Account scoring is opaque and hard to debug when a high-fit account does not progress.
• Intent is once again Bombora-derived.

Common Room

Common Room is the cross-channel community signal player, stitching Slack, Discord, GitHub, Reddit, podcasts, and YouTube comments, plus traditional first-party signals, into a single person and account view.

Pros:

• Best in market for PLG and developer-led GTM.
• Captures community signals no one else sees.
  

  

  
  Source: Common Room
• Strong CRM enrichment and routing.

Cons:

• Not really a paid-media tool, so you still need an activation layer.
• Pricing starts at $2.1k per month and scales fast once you add seats and data sources.

  

• Less useful if your buyers do not live in public communities.

Factors.ai

Factors.ai stitches first-party LinkedIn ad engagement, website visits, and CRM data into one account view, sitting between the SMB tools and the enterprise platforms in both price and complexity.

Pros:

• Captures LinkedIn ad engagement at the company level via API.
• Multi-touch attribution that ties LinkedIn ad spend to pipeline.
  

  

  
  Pipeline impact views for LinkedIn inside Factors.ai with CRM matching
• Workflow automations for CRM enrichment and outbound triggers.
  

  

  
  CRM automation using Factors.ai

Cons:

• Less LinkedIn-native than ZenABM in setup and onboarding.
• Pricing climbs once you cross seat or data tiers.
• Dashboards are dense, with a learning curve.

RB2B

RB2B is a first-party website visitor identification tool focused on US-based traffic, so once you install a script you get person-level identification of LinkedIn profiles for visitors to your site, free up to a limit and paid above it.

Pros:

• Person-level (not just company-level) identification of US visitors.
• Cheap entry point compared to enterprise ABM platforms.
• Simple and fast to implement.

Cons:

• US only, so it is not useful for global B2B targeting.
• Identification only on the high-traffic part of your funnel, which means cold accounts that never visit stay invisible.
• Person-level data raises privacy questions in stricter jurisdictions.

How to Choose Between B2B Intent Data Providers

A question that comes up almost every week is “We have $30K to spend on intent, what do we buy?” and the answer depends entirely on how you sell.

If you are LinkedIn-led

Start with first-party intent from your own LinkedIn ad account, because the number one mistake that turns up in ABM stack audits is a $60K Bombora-fed platform sitting next to an unanalyzed LinkedIn Companies tab.

Pull engagement data through the LinkedIn API into ZenABM or Factors.ai, layer in your website data, and only add Bombora-style topic surge once that source is exhausted.

If you are sales-led with a paid ZoomInfo seat

Add ZoomInfo Intent, route surges to SDRs, and stop, because the marginal value of a second third-party intent feed is low. The budget that frees up is better spent on intent-based outbound workflows in Clay or Smartlead.

If you run an enterprise ABM motion with display

6sense or Demandbase are reasonable choices, but it is worth being honest about whether display ABM is still a strong channel for you.

In 2026, benchmark data shows LinkedIn Thought Leader Ads at a 2.68% median CTR versus B2B display under 0.5%, which means the intent platform you pick matters less than where you run the ads.

If you sell to G2-aware categories

G2 Buyer Intent is the highest-quality cheap signal you can buy, and pairing it with first-party LinkedIn engagement covers both research and consideration intent.

If you are PLG or community-led

Common Room owns this category, since there is not really a substitute for cross-community signal stitching at this point.

Common Mistakes When Buying B2B Intent Data Providers

Five mistakes show up in almost every audit:

1. Buying enterprise intent before exhausting first-party data. If the LinkedIn Campaign Manager Companies tab has not been analysed in the last 30 days, there is no need for 6sense yet.
2. Treating “topic surge” as a buying signal. Topic surge is a “consider this account” signal, not a “send a sales email today” signal.
3. Paying for the same Bombora data twice. 6sense, Demandbase, ZoomInfo, and RollWorks all resell Bombora, so pick one.
4. Ignoring privacy and consent. First-party intent has a clear consent trail, while some third-party providers do not, which is why the DPA is worth auditing before signing.
5. Not connecting intent to a clear next action. An intent score in a dashboard with no automation behind it is decoration, since the point is to trigger an ad, an email, or a call.

“There are tons of third-party tools that will blast countless messages to prospects, but they can get you blocked, since LinkedIn isn’t a fan of mass spamming. Even if they get short-term results, cold, automated outreach alone isn’t sustainable. A better approach: combine Thought Leader Ads with Conversation Ads to build trust first.” Maximilian Herczeg. Read the full post.

Intent data is not magic, because it is only a way to prioritise the work that would have happened anyway.

The teams that get the most out of any of these B2B intent data providers are the ones that designed a clear “if intent, then action” playbook before they signed the contract.

The Takeaway

The intent data market is built to sell you guesses about accounts you have never touched, when the highest-accuracy signal is already sitting in your own LinkedIn ad account, your website logs, and your CRM.

The buying decision comes down to your motion, not the vendor’s feature list. LinkedIn-led teams start with first-party engagement and add third-party topic surge only after that source is exhausted.

Sales-led teams with a ZoomInfo seat add ZoomInfo Intent and stop. Enterprise display teams pick 6sense or Demandbase but should question whether display still earns its budget against a 2.68% LinkedIn Thought Leader Ad CTR. PLG teams go to Common Room.

And nobody should pay for Bombora data twice across four platforms that all resell it.

Before signing any contract, build the “if intent, then action” playbook first. An intent score with no ad, email, or call wired behind it is just an expensive dashboard.

If your motion is LinkedIn-first, the fastest place to start is the data you already own. ZenABM pulls first-party LinkedIn ad engagement at the company level straight from the LinkedIn API, stitches it with Google Ads, Reddit Ads, website, and CRM signals into one account dossier, and starts at $59 per month with a 37-day free trial, so you can layer real first-party intent onto your ABM stack before you ever evaluate a six-figure platform.

Start your 37-day free ZenABM trial now or book a demo to know more!

FAQs

Some common questions about choosing among the many B2B intent data providers and their answers:

What are the best B2B intent data providers in 2026?

The leading B2B intent data providers are 6sense, Demandbase, Bombora, ZoomInfo, G2, Madison Logic, RollWorks, Common Room, RB2B, Factors.ai, and ZenABM, and the best one depends on your GTM motion. For LinkedIn-led ABM, the strongest starting point is first-party tools like ZenABM and Factors.ai. For enterprise display ABM, 6sense and Demandbase are the standards. For G2-aware categories, G2 Buyer Intent is the cleanest third-party signal you can buy.

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

First-party intent is behavior an account performs on assets you own, such as LinkedIn ads, your website, your CRM, and your community. Third-party intent is behavior on someone else’s property, such as publisher cooperatives like Bombora, review sites like G2, and technographic shifts. First-party is more accurate and consent-clean, while third-party is broader but noisier.

Is Bombora intent data worth it?

Bombora is worth it as a layer on top of solid first-party intent, not as your primary signal, because it surfaces accounts you have never engaged who are researching your category. The downside is that it is anonymous at the company level only, the topic taxonomy is broad, and many other “intent providers” are essentially reselling the same Bombora feed.

How does ZenABM compare to 6sense and Demandbase?

ZenABM is built around first-party LinkedIn ad engagement, website intent, and CRM signals rather than third-party topic data, which makes it much cheaper (from $59 per month) and faster to deploy than 6sense or Demandbase, both of which run six-figure annual contracts and 3 to 6 month implementations. The fairer comparison is “first-party LinkedIn-first stack” versus “third-party Bombora-fed enterprise platform,” and for most teams under 200 employees the LinkedIn-first stack wins on ROI. For a deeper write-up, see the guide to running ABM on LinkedIn.

Can I do ABM without expensive intent data providers?

Yes, because the cheapest and most useful intent data is already sitting in your LinkedIn Campaign Manager and Google Analytics. Pull LinkedIn ad engagement at the company level, deanonymise high-intent website pages, and stitch the two into your CRM, and that is a complete first-party intent stack costing less than $100 per month with the right tooling.