Earliest Signal a Prospect Will Convert to Revenue

Early buying signals in B2B go well beyond engagement metrics.

Hear from nine product marketing and GTM leaders on the signals lead scoring, workflow integration, content behavior, problem urgency, and internal alignment that actually predict revenue conversion.

KEY TAKEAWAYS HIGHLIGHTS:

The signals that predict revenue conversion aren’t the ones most teams are tracking
Nine product marketing and GTM leaders share the specific behavioral shifts they look for and why they trust them over traditional engagement metrics
The pattern across all of them points to the same underlying truth about how B2B buying decisions really form

Most B2B teams are still chasing the wrong signals. Clicks. Downloads. Demo requests.

These feel like momentum and sometimes they are. But just as often, they’re curiosity. A prospect doing research on a Tuesday afternoon, with no budget, no urgency, and no internal mandate to change anything.

The real shift is quieter than most teams expect.

It shows up not in what prospects do on your website, but in how they start thinking, what they start prioritizing, and who they start involving internally. To get closer to those moments, we asked nine product marketing and GTM leaders people who live in the space between prospect and pipeline to share the signals they actually trust. Here’s what they said.

Meet our experts

Olga Young (Demidova)

Product Marketing Manager, Google
Kari Szul

Principal Product Marketing
Leader, AI & B2B GTM
Lalageh Kocharian

Product Marketing Manager,
Syrve
Daria Love

Director of Brand & Product Marketing, Trans.eu Group
Eran Kinsbruner

VP of Product Marketing, Checkmarx
Holly Corbett

Product Marketing Manager, Equifax

Olga Young (Demidova)
Product Marketing Manager, Google

“High lead score. All businesses are different and the signals will be industry-specific. But developing a lead scoring mechanism based on data you already have (at least a basic one to start with) and scoring prospects that way can help identify high potential leads early on.”

For B2B training it could be employees, $$ allocated to Learning & Development, whether at least one other employee did the program already. For an MBA program it could be age of the student,location and whether their current employer sponsors the program.”

The through-line here: don’t wait for the obvious signal. The data to identify high-potential prospects earlier is usually already in your systems it just hasn’t been weighted yet.

OLGA’S BIO

10+ years in product marketing, focused on content and narrative for Google Ads.

Kari Szul
Principal Product Marketing
Leader, AI & B2B GTM

“At Google Workspace, early indicators of future revenue weren’t demo requests, or interacting with a piece of content it was sustained stickiness at the consumer user level, long before they’d convert to business plans. When users organically integrate a tool into their daily workflow, they aren’t just engaging they are building the internal proof of concept that inevitably forces a bottom-up shift to business-grade investment.”

This is the product-led growth signal in its clearest form: the user who can’t imagine their workflow without you has already made the buying decision. The commercial conversation is just the paperwork.

KARI’S BIO

7+ years at Google leading go-to-market for Workspace’s earliest Gen AI features including Google Vids across a 3 billion+ user base.

Lalageh Kocharian
Product Marketing Manager,
Syrve

“Real intent shows up when the conversation shifts from ‘what it does’ to ‘how we’d use it.’ The moment they start mapping your product to their internal workflows, you’re in revenue territory. When prospects invest time aligning internally without you pushing, the deal is real. That’s when curiosity turns into ownership.”

The language shift is everything. “What does this do?” is a browser. “How would we run this alongside our current stack?” is a buyer.

LALAGEH’S BIO

4+ years in GTM strategy and product positioning, with a background in product development.

Sean Huang
Founding AE & GTM Engineer,Floqer

“If a prospect has a strong, urgent desire to solve a pain point or challenge they’re currently facing, that’s a meaningful signal. Many buyers will engage simply to learn more about your product or service for educational purposes. However, if you can get a prospect to explicitly describe their ‘biggest challenge right now,’ that’s the earliest and clearest indicator for me.”

Urgency is the variable that separates intent from interest. Getting a prospect to name their real challenge not their theoretical one is a discovery skill as much as a signal. The teams who can elicit that conversation early win more.

SEAN’S BIO

14+ years across SMB and enterprise sales. Co-founder of Matidor, 2nd place at TechCrunch Disrupt 2020 and top finalist at SXSW 2021.

Andrea Saez
Head of PMM, Turtl

“The earliest signal is when a prospect stops gathering information and starts building an internal case. The moment they bring in a second stakeholder, ask about implementation, or share your content with someone else, that’s when the shift from curious to committed happened. That is the earliest intent signal to look out for.”

A prospect going solo is gathering information. A prospect pulling in colleagues is building consensus. Those are fundamentally different motions and only one of them ends in a signed contract.

ANDREA’S BIO

10+ years in product marketing and growth. Co-author of “The Product Momentum Gap.” Regular speaker and writer on product, growth, and customer experience.

Daria Love
Director of Brand & Product Marketing, Trans.eu Group

“My POV: It mostly matters what type of content the prospects engage with. Downloading a generic industry report usually means they’re just curious about the data. But if they’re looking into things like comparisons between you and competitors, migration guides, guides to building a business case, and specific case studies, they’re most probably on the lookout for a solution, and you’re on their list. Looking for recommendations from their network (whether via LinkedIn post or communities) also sends a signal that they’re about to buy. So make sure that your product lands in the comments section.”

Content behavior is a map of where someone is in their buying journey. Generic content consumption says “I’m learning.” Decision-grade content comparisons, migration guides, business case frameworks says “I’m choosing.” The gap between those two is where most teams lose the signal entirely.

DARIA’S BIO

13+ years helping B2B SaaS companies launch products, build GTM functions, and scale into new markets. Specialist in European sales-led scale-ups building out product marketing from scratch.

Eran Kinsbruner
VP of Product Marketing,
Checkmarx

“When prospects start connecting business-specific metrics such as ‘We need to consolidate tools’ or ‘We cannot scale security with the rise of AI coding’ this now ties your offering into the prospect’s KPIs and budget.”

When a prospect starts linking your solution to their own internal metrics, they’re not evaluating anymore they’re justifying. That’s a different conversation, and it means the internal case is already being built with or without you.

ERAN’S BIO

Deep expertise in B2B SaaS, AI, DevOps, and software quality. Published author of four books, board advisor, and recognized thought leader across GTM and developer tools.

Holly Corbett
Product Marketing Manager,Equifax

“From a product marketing lens, the earliest signal a prospect will convert to revenue is the shift from learning to buying enablement which is that they stop consuming broad thought leadership pieces and start seeking decision-grade assets that help them justify and de-risk a purchase: pricing/packaging, security & compliance, implementation requirements/timelines, ROI/value proof, and customer validation. When that pattern shows up (often alongside repeat visits and sharing internally), it’s the strongest early indicator they’re building a business case and are likely to convert.”

The content types Holly lists aren’t just useful they’re diagnostic. When a prospect moves from your blog to your security documentation and your customer case studies in the same session, they’re not browsing. They’re building a dossier.

HOLLY’S BIO

Focused on helping teams identify and win high-value customer segments, bridging market insight and customer empathy to build GTM strategies that drive adoption and measurable growth.

Kushal Khandelwal
Product Marketing Manager,DBSync

“I work in the dev tool space with technical audiences, and I’ve seen that usually when a dev starts mapping your product into their stack, they’re already thinking about implementation. And if there are conversations about architecture, integrations, and maintenance, that’s a sign that they’re already evaluating how it will run in their environment not just what it does.”

Technical audiences move differently. The signal isn’t enthusiasm it’s specificity. When the questions shift from capability to compatibility, they’ve already decided they want it to work.

KUSHAL’S BIO

Background in B2B SaaS and developer tools across PLG and SLG motions. Named a Top 100 PMM Influencer and host of PMM Perspective, a podcast for product marketers.

CONNECT WITH Kushal
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The pattern is clear even if the metrics aren’t

Nine leaders. Nine industries. Nine different contexts. But the signal is the same every time.

It’s not the click. It’s not the download. It’s not even the demo request. The earliest revenue signal is a behavioral shift the moment a prospect stops evaluating from a distance and starts trying to make your solution fit their world.

You see it when “what does this do?” becomes “how would we use this.” When a solo researcher pulls in a second stakeholder. When content consumption moves from thought leadership to ROI calculators and security documentation. When a developer starts asking about integrations, not features. When a prospect names their real challenge, not a hypothetical one.

These aren’t soft signals. They’re the clearest indicator available that a deal is already forming with or without your sales team in the room.

Most teams miss them because they’re optimizing for the metrics that are easy to count, not the behaviors that predict conversion. The pipeline you’re chasing may already be further along than your dashboards suggest.

If you’re generating engagement but not conversion, the problemis upstream

Recognizing intent signals is only half the equation. The other half is building the programs that get the right prospects into motion in the first place.

That’s where Unbound IA works connecting brand and revenue through demand generation, ABX, and CPL programs built for B2B marketing leaders who need pipeline that converts.

What’s the earliest signal a
prospect will convert to
revenue?

Early buying signals in B2B go well beyond engagement metrics.

KEY TAKEAWAYS HIGHLIGHTS:

Most B2B teams are still chasing the wrong signals. Clicks. Downloads. Demo requests.

Meet our experts