Are You Wasting B2B Intent Data? 3 Ways to Improve Outreach

AI has made B2B outreach faster and cheaper, but speed means little if the message reaches the wrong person at the wrong time. Adam Herbert, CEO and co-founder of Go Live Data, explains how marketers can turn buying signals into better conversations that impact on business growth.

A business visits your website. Someone reads three articles about a particular challenge and looks at your pricing page. Your dashboard lights up. That’s intent.

What happens next? For many B2B teams, the answer is an automated email sequence. The activity has been spotted, a contact has been matched to the account, and the system is ready to send. The missing step is deciding what that activity actually tells you.

Intent marketing deserves the attention it gets. Knowing when a potential customer is exploring a problem can help a business be more useful and spend its marketing budget more wisely. But a signal is a clue, not a request for a sales call. Treating every signal as permission to pitch is how a good idea becomes another source of inbox noise.

AI raises the stakes. It can research accounts, draft messages and launch campaigns at a pace that was previously impossible. That gives marketers more time to think strategically, provided they use it. If they simply use AI to send more of the same, buyers will receive more messages that sound vaguely relevant while saying very little.

Understanding Real Intent Beyond Automated Scores

The first job is to understand what you mean by intent. A single visit to a landing page might reflect curiosity, research, or a genuine commercial need. Repeated visits to product pages, engagement with a detailed comparison and activity from several people at the same company may tell a different story. Even then, you are building a picture, and not reading someone’s mind.

At Go Live Data, we look at behaviour alongside the basics, whether the company is a realistic fit, which problem our client can solve, and whether there is a sensible reason to start a conversation at any given time. Our GO Track technology helps identify account-level interest across a website. The useful part is what a marketer does with that insight. A company researching a topic for the first time needs a different response from one returning to examine a specific service.

This is where too many campaigns go wrong. An intent score becomes the strategy. A threshold is reached, and every account above it receives the same message with a company name dropped into the opening line. That is automation dressed up as understanding.

Start instead with the buyer’s likely question. What might they be trying to work out? What would help them make a sound decision? If you have a useful answer, share it plainly. If you cannot explain why your message is relevant to that business at that moment, the campaign probably needs more work.

That may mean offering a practical guide, an example from a similar organisation or a perspective on a change in their market. It may also mean waiting. Most B2B purchases do not happen the week someone first encounters a supplier. LinkedIn’s B2B Institute argues that the great majority of potential buyers are out of market at any given time. Marketers therefore need to remain useful and memorable to future buyers while paying closer attention to those showing stronger signs of a current need.

The distinction matters because intent is often treated as a shortcut to immediate revenue. It cannot create a buying window where none exists. It can help you recognise one, and it can help you understand which subjects’ matter to an account before that window opens.

Data Quality, Buying Groups and Strategic Restraint

The quality of the underlying data matters just as much. If contact details are stale, roles are wrong or records are duplicated, even a well-timed campaign will fall short. Good data work is rarely the exciting part of a marketing presentation, but it determines whether the right information reaches a person who can use it. Connecting website behaviour, accurate business data and a clear view of your ideal customer is far more valuable than adding another layer of automated copy.

Marketers should also think beyond a single contact. A B2B purchase may involve an operational lead, a finance director, a technical specialist and a senior decision-maker. They will not all care about the same aspect of your offer. One person’s activity can point you towards an account worth understanding; it does not tell you that everyone there is ready for the same pitch. Recent research from LinkedIn and Bain similarly puts the buying group, rather than one target individual, at the centre of B2B decisions.

Then there is the question of restraint. A timely message can be welcome. A stream of follow-ups across email, phone and social channels can quickly undo any goodwill it created. We use frequency controls and favour content that helps people understand an issue before asking them to buy. It reflects a simple principle. The recipient’s experience is part of campaign performance. If your outreach damages trust, a high send volume is no achievement.

Finally, judge intent marketing by what happens after the click. Opens, visits and replies can help you improve a campaign, but they are steps along the way. Look at the quality of conversations, the opportunities created, the time sales teams spend on suitable accounts and, ultimately, revenue. Ask which signals proved useful and which produced false confidence. Feed those answers back into the next campaign.

AI will keep making it easier to reach more people. The marketers getting intent right will be the ones who know when to act, what to say and when to leave a potential buyer alone.