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Ask any demand gen leader whether their programmatic campaigns are reaching the right accounts, and most will say yes.
Ask them whether those accounts are actively in-market right now — evaluating solutions, building shortlists, moving toward a decision — and the answer gets murkier.
That gap is the core problem with how most B2B advertising is built. The targeting isn’t wrong, but it’s incomplete. That leads to a lot of waste.
The persona problem
Standard programmatic targeting is built around firmographics: job title, company size, industry, geography. It finds accounts that match an ideal customer profile. And for building brand awareness at scale, that’s often fine.
But awareness isn’t pipeline. And the difference between an account that fits your ICP and an account that’s actively looking to buy is the difference between a low-value impression and a high-value conversion.
Research from 6sense shows that approximately 60% of the B2B buying journey happens before a prospect ever engages with a vendor. That means most of the decision — shortlisting, comparison, internal alignment — is happening in the dark. Buyers are researching, reading, evaluating. They’re just not raising their hands.
Programmatic campaigns built on demographic match are reaching all of those accounts equally, whether they’re three months from a decision or three years. That’s where budget bleeds.
What ‘advertising with intent’ means in practice
Intent-driven advertising starts from a different question. Not “does this account look like a buyer?” but “is this account behaving like one right now?”
The distinction matters because buying signals are visible if you know where to look. Intent data aggregated across the B2B web captures which keywords accounts are actively researching, which content they’re consuming, which categories they’re showing interest in. Predictive models turn those signals into buying stage scores: which accounts are early in awareness, which are in active evaluation, which are approaching decision.
That’s the intelligence layer that changes how programmatic campaigns perform. Instead of targeting a static list built on firmographic filters, you’re targeting a dynamic audience that updates daily as accounts move through buying stages. The campaign adapts to the market in real time.
The targeting goes deeper than account level too. Most DSPs let you target an account and then layer job titles on top — but that’s additive, not precise. Intent-driven advertising builds audiences from the buying group outward, matching known contacts who are likely to be part of the evaluation and reaching unknown buyers at the same accounts through persona-based inference. The spend concentrates on the people within an account who can actually move a deal, not the whole employee directory.
What agencies can do with this
For B2B agencies running programmatic on behalf of clients, the capability shift from an intent-based approach is significant.
The traditional agency model — build the audience, plan the channels, produce the creative, optimise on CTR — still holds. But when the audience is built on intent signals rather than just demographic match, every other element of the campaign performs differently. Better engagement rates, because the message reaches accounts in an active research mindset. Clearer attribution, because you can connect ad exposure to pipeline movement rather than just to clicks. Stronger ROI, because you’re not over-bidding on inventory to reach people who aren’t ready to buy.
The proof is in the numbers. When RepTrak rebuilt their advertising programme around intent-driven audiences, they saw a 96% reduction in ad costs and a 3x return on LinkedIn spend by improving who the budget reached. Five9 ran a single 6sense-powered campaign that generated 800x ROI on ad spend and a 3x increase in engagement from key accounts. GSI ran one focused display push targeting legacy technology users showing active research signals and generated $511K in pipeline from that single campaign.
How 2X helped SAP transform with 6sense
The SAP story is worth looking at in more detail, because it illustrates both the problem and the model. SAP’s marketing team had been running a classic enterprise pitch ( broad, transformation-led, aimed at CIOs) while competitors were going directly to specific line-of-business buyers with targeted messages:
- A CFO-oriented message for the CFO
- A supply chain message for the supply chain team.
SAP was losing market share not because the product was weaker, but because the marketing wasn’t reaching the right people with the right message at the right moment.
To fix it, SAP partnered with B2B agency 2X, who built a dedicated programme using 6sense. Five people were dedicated to running and optimising the campaign, moving accounts through a structured journey from zero engagement to active pipeline. The programme ran across 13 ad clusters, with audiences updating dynamically as accounts demonstrated intent signals. The outcome: 112:1 pipeline ROI and 14:1 revenue ROI, with ad costs down 60% and significantly more accounts reached on the same budget.
What makes this instructive for agencies isn’t just the numbers. It’s the operating model. 2X didn’t bolt 6sense onto an existing campaign workflow — they rebuilt the workflow around it, with dedicated resources for list management, creative testing, bid optimisation, and pipeline reporting. That’s the difference between an intent-driven advertising programme and a standard display buy with better targeting.
Hyland, the enterprise content management company, followed a similar path — also working with 2X — and achieved a six-figure reduction in advertising spend while increasing account engagement and campaign click-through rates by 60%. The pattern is consistent: when the audience is built on buying-stage intelligence and the programme is run with the same rigour as a paid search account, the results compound.
The transparency question
There’s another dimension to this that matters for agencies managing client budgets: visibility into what you’re actually paying for.
Most programmatic platforms bundle targeting infrastructure costs, data fees, and DSP margin into a single CPM. The advertiser sees one number. How much of it goes to actual ad placements versus platform overhead is rarely visible.
Intent-driven advertising at 6sense runs on transparent, market-based CPM pricing with no margin built into the rate and no hidden fees. More of the budget buys impressions against in-market accounts. That’s a straightforward story to tell clients asking about budget efficiency, and a meaningful differentiator when agencies are comparing platforms.
This calculator helps illustrate the difference and the implications.
The intelligence is now conversational
One recent development worth noting for agencies evaluating this capability: 6sense has opened RevvyAI to all Revenue Marketing customers, at no additional cost.
RevvyAI sits as a conversational interface on top of the platform’s signal and data layer — meaning anyone on a team can ask a plain-language question and get an immediate answer grounded in real account and campaign data without navigating dashboards or waiting on a reporting pull.
For advertising programmes specifically, that means questions like
- compare ROAS across my active campaigns,
- which target accounts have been reached but haven’t engaged, or
- which keywords are driving the most relevant opportunities
get answered in seconds, with an insights layer that flags what’s working and what needs attention.
For agencies managing programmes on behalf of clients, this changes the reporting conversation. Pipeline-level attribution that previously required building custom reports or waiting on an analyst is now accessible through a single question. As one marketing leader put it: “Checking early campaign performance used to mean digging through reports. Now we just ask.”
It’s not the main reason to run an intent-driven advertising programme. But for agencies whose clients reasonably want to understand what their budget is doing in real time, it’s a meaningful step change in accessibility.
What this means for the agency partner opportunity
The agencies best positioned to benefit from this shift are the ones already running ABM programmes for clients. Intent-driven advertising is a natural extension of account-based strategy. The audience logic is the same: identify the right accounts, understand where they are in the buying journey, engage the right people within them. What changes is how precisely that can be executed in paid media.
6sense is building a network of agency partners who want to take that capability to their clients — running co-sell campaigns, joint workshops, and shared programmes that deliver intent-driven advertising as a managed service. If your agency is already running ABM or programmatic campaigns for B2B clients, this is the conversation worth having.
