By Kathryn Deen, PAR

Intent signals are quickly becoming one of the most important tools association salespeople and business development executives can use to focus on the right accounts at the right time to deliver the right story. These behavioral clues can tell you which prospects, members, and partners are leaning in long before they fill out a form or return your call. Here’s what associations should know about intent signals, why they matter, and how to leverage them to turn hidden interest into revenue.

Understanding Intent Signals

Intent signals are the actions people take that suggest they are actively considering a decision, solution, or deeper relationship with your association. These include high‑intent behaviors like visiting sponsorship pages, downloading prospectuses, attending revenue‑focused webinars, or repeatedly engaging with specific emails.

Marketing technologists often divide these signals into:

  • First‑party signals, such as website behavior, email engagement, event attendance, and LMS usage that your association directly captures.
  • Third‑party signals, such as research on industry sites, review platforms, or broader topic searches that show interest in your space even before they reach you.

Maneesha Manges, chief experience officer at HighRoad Solutions, says that marketing should be viewed less as a cost center pushing messages out and more as a source of revenue intelligence. 

“They are supposed to be the boots on the ground being able to surface intentional signals that matter,” Manges says.

Why Intent Signals Matter for Associations

Intent signals help association sales and business development teams stop guessing and start prioritizing. Manges notes that marketing activities are intended to capture insights from intent signals and behavioral data.

“They use mechanics like lead scoring to be able to surface who has a heartbeat and whose heartbeat goes fast because now they’ve seen something that they want,” she says.

Suzanne Carawan, chief marketing officer at Web2Market, connects that directly to efficiency and growth. 

“We need intent data, we need those buyer journeys,” she says. “It actually is there to make budget allocation more efficient.” 

When your association is stretched thin, knowing who is signaling intent lets you invest limited time and dollars where revenue is most likely. Research backs this up. Harvard Business Review highlights how “deep sales” approaches use predictive signals to focus seller effort on the accounts and leads most likely to convert, shrinking the gap between buyers and sellers. 

Another analysis citing HBR data found that companies contacting leads within one hour were seven times more likely to qualify them than those that waited longer, and those waiting more than 24 hours were up to 60 times less likely. For association sales teams, that’s the math of intent decay: If you ignore signals for a day or two, the window closes fast.

What Associations Should Look For

Association salespeople and BD executives don’t need an elaborate tech stack to start using intent signals. They need clarity on which behaviors actually indicate interest or risk.

Examples include:

  • Event signals: registrations and attendance for topic‑specific webinars tied to sponsorship, education or membership offerings; questions asked in chat; and downloads of presentation materials
  • Web signals: repeat visits to sponsorship pages, exhibitor information, membership benefits, “business case to join” content, or pricing; and time on page and scroll depth for these URLs
  • Email signals: multiple opens of revenue‑related emails, clicks on prospectus or case study links, and clear patterns of forwarding messages inside a prospect organization
  • Usage signals: surges in learning management systems, community, or resource usage as a renewal approaches, which can indicate upsell opportunity and churn risk if usage suddenly drops

Zac White, co-founder of Alula Moxie, urges associations to move beyond vanity counts toward what he calls “engaged sessions,” focusing on engagement rate, time on site, and on‑page behavior to separate meaningful human activity from bot traffic. Those engaged sessions are intent signals in practice.

Turning Signals Into Better Sales Conversations

Intent signals are only as valuable as the conversations they improve. Carawan emphasizes that marketers need membership because membership should be talking to people. 

“Membership has the stories, and marketing needs the stories,” Carawan says. “You sell by stories, period.” 

When sales sees the signals and the stories behind them, outreach can be timely and contextual instead of generic.

For association salespeople and BD executives, that means:

  • Leading with context: “I saw you joined last week’s session on sponsorship ROI and downloaded our prospectus. What’s prompting your search for new options this year?”
  • Asking questions tied to behavior: “You’ve been spending time on our credential pages. What outcomes are you hoping to drive for your team?”
  • Matching offers to intent stage: Early signals may warrant a discovery call or resource; stacked signals (event, web, and email) merit a tailored package discussion or renewal strategy.

Leah Lang, senior director of partnerships and corporate engagement at EDUCAUSE, describes how certain behaviors signal whether a partner is the right fit — like when prospects focus only on lead counts or line‑by‑line pricing. Those signals guide not just outreach, but qualification and long‑term relationship decisions.

Building the Data and Culture Around Intent

Using intent signals well is not only a technical project — it’s a structural and cultural one. From a data standpoint, White walks through a minimum viable data set: GA4 configured to capture key events, Tag Manager to track form fills and downloads, and tools like Clarity to see what people actually do on priority pages. He says if association leaders are not instrumenting their digital channels, they’re flying blind on intent.

From a culture standpoint, Manges and Carawan argue that associations need to stop treating marketing as a back‑office cost center and start treating it as revenue intelligence. Manges says marketers are best equipped and best suited to capture and interpret intent signals, while Carawan cautions that this requires more work, but produces better work because it turns spray‑and‑pray email into targeted pathways aligned with how members and partners behave.

That alignment depends on cross‑team sharing. Manges points to sales surfacing objections and unexpected opportunities, and membership surfacing who is at risk based on engagement signals, all feeding back into marketing’s understanding of intent. 

Where to Go Deeper: PAR’s RevUP Summit 2026

For association professionals who want to move from theory to practice, PAR’s RevUP Summit 2026 will dig into intent signals from several angles.

Three sessions to mark:

  • “Your Most Powerful Intent Data Doesn’t Come From Digital: Turn a 3‑Day Experience Into an Always‑On Growth Engine”
    AVIXA’s Donna Page and Bear Analytics’ Megan Martin show how in‑person behavior at events can generate richer intent signals than any clickstream, and how to systematize them for growth.
  • “Beyond Education Revenue: Learning as a Business Development Engine”
    EDUCAUSE’s Veronica Diaz, ASCE’s Gayle Claman, NIGP’s Todd Slater, and Tagoras’ Jeff Cobb reframe learning portfolios as strategic revenue platforms that reveal member needs, market signals, and partner opportunities.
  • “WTF Just Happened? How to Stop Being Blindsided by Your Competition”
    Momentive Software’s Tirrah Switzer uses live signal exercises that treat competitor moves as external market and intent signals you can track and translate into strategy before they disrupt your association.

These sessions connect the dots between digital analytics, in‑person behaviors, and competitive moves — giving association salespeople and business development executives concrete playbooks for spotting, interpreting, and acting on intent signals in every part of their revenue engine.