What Early Validation Actually Looks Like When You Start Selling to B2B
I wrote the first version of this post in January, in the middle of packaging HobbyScool for B2B and corporate wellness, before any deals had closed. I was trying to answer a question I couldn't answer yet, which was how you tell whether a slow channel is working.
We later shut that channel down, so I can answer it now. This is the updated version, and the honest part is at the end.
Why the Experiment Existed
HobbyScool grew as a consumer brand. We run virtual events, we sell VIP passes and digital products, and we know how to build momentum around a theme for a creative audience.
The thinking was that if HobbyScool were going to scale into something bigger, something not dependent on my involvement in every detail, it would need to be understandable and usable by organizations rather than only by individuals. That's where corporate wellness and sponsorships came in.
The real question wasn't whether to add B2B. It was what would have to change inside the business before selling to organizations was even possible.
Selling to Organizations Is a Different Mental Game
This part still holds, and I'd tell anyone considering it the same thing today.
On the consumer side I know what momentum looks like. Registrations climb, sales come in, people hit buy and tell you they're excited. The signals are fast and familiar. Corporate is nothing like that, because you can't compare consumer interest and organizational interest in any meaningful way.
Individuals are deciding for themselves. Organizations are deciding on behalf of teams, budgets, and programs that already exist. The people we spoke with weren't asking whether they wanted this. They were asking what it would look like inside their organization, who it was really for, whether there was budget, and how it fit with what they already offered employees.
Those questions take time, and they should. If someone had said yes immediately without working through any of them, that would have been a warning rather than a win.
What We Were Actually Doing
At that stage the work was invisible from the outside. We weren't launching a corporate offer, running ads, or pushing anyone into calls. We were doing the unglamorous groundwork.
- Defining clearer corporate use cases for HobbyScool
- Building materials that explained the program in organizational language
- Treating it as a real pipeline instead of opportunities that come in
- Starting conversations with decision makers
- Paying attention to responses, engagement, and the questions people asked
And what came back was movement. People engaged, they asked follow-up questions, they took time to think. At the time I wrote that this was expected at this level, that early interest wasn't proof and a lack of immediate outcomes wasn't failure.
All of that is technically true. It's also exactly what someone tells themselves right before they spend six more months on something.
"Real interest with no timeline attached is data, not revenue. I needed a whole experiment to learn the difference."
Dr. Destini CoppHow to Tell Real Validation From Polite Interest
Here's what I was missing in January. I was reading warmth as progress, and warmth is the easiest signal in the world to collect and the least predictive one you can have.
These are the five checks I'd run now, and they work for any slow-moving channel.
Is There a Date In It?
Enthusiasm without a timeline is a compliment. Real movement comes with a when attached, even a vague one, and the version to watch for is the polite deferral that sounds like a date. Being told to come back in October is a genuine yes to talking again and it isn't a yes to buying, so don't file it as pipeline.
Are They Naming a Budget?
You don't need a number, but you do need to hear how money moves in their world. Which line it comes from, who owns it, when it gets set. When someone can't tell you any of that, the enthusiasm is personal rather than organizational, and personal enthusiasm doesn't sign anything.
Are They Doing Work Between Conversations?
This is the strongest signal there is. Did they forward it internally, pull someone else into the thread, ask for something they'd need in order to pitch it upward? Effort on their side is worth more than any amount of positive language, because effort costs them something and kind words don't.
Are You Talking to Someone Who Can Approve?
We spent most of our time just finding the person who owned the decision, because titles don't tell you and the easiest people to reach are rarely the ones who can act. A warm conversation with someone who can't approve anything is a nice conversation. Count those separately from the pipeline.
Is It Getting More Specific Over Time?
This is the one I did have right in January, and it's still the best test. Real progress adds detail with every conversation. Names, dates, constraints, internal steps. When the third conversation sounds like the first with the same warmth and no new specifics, that's a pipeline that's warm rather than moving.
Set the kill criteria before you start, not while you're inside it. Once you're in a slow channel, every ambiguous signal reads as patience being rewarded, and there's no natural moment where the answer becomes obvious. Decide up front what evidence would justify continuing and by when, and write it down where you'll actually see it.
The One Piece That Survived
One decision from that experiment turned out to be right for a completely different reason.
We had moved HobbyScool to monthly events, and part of the B2B logic was that saying we run four events a year sounds limited, while saying we run a monthly creative wellness program is easier for an organization to understand and budget for. That framing argument was sound.
The corporate side never got far enough for it to matter. But the monthly model turned out to be the best thing we did all year on the consumer side, which is documented in the monthly events experiment. We built the cadence partly for a buyer who never showed up, and it paid off with the audience we already had.
Where It Landed
We shut the corporate channel down. The interest was real, and the cost of finding decision makers through cold outreach outweighed what came back, so we put those hours into the monthly events and the B2C audience that already knows us. The full reasoning is in the corporate revenue post.
I still don't think the January post was wrong about what early validation feels like. Slow, quiet, hard to point at. That part was accurate.
What it was missing is that the same description fits a channel that's building and a channel that's going nowhere, and telling those apart requires specific tests rather than patience. Selling to organizations doesn't fail because the idea is bad. It fails when you can't tell the difference between a slow yes and a polite no until you've spent the year finding out.
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Real early validation is specific rather than warm. It looks like a named budget owner, a stated timeline, a request for something concrete like a proposal or pricing, and conversations that get more detailed each time. Engagement and interested replies feel like validation and are not the same thing.
Individuals decide for themselves and can act immediately. Organizations decide on behalf of teams, budgets, and existing programs, so the process is slower by design and involves people who are not in your conversation. A fast yes from a single contact is often a sign you have not reached the real decision yet.
Ask whether the conversations are getting more specific over time. Real movement produces new details: names, dates, budget language, internal next steps. If each conversation restates the same enthusiasm without adding specifics, the pipeline is warm rather than moving, and warm is not a stage.
Yes, and before you start rather than during. Once you are inside a slow channel, every ambiguous signal can be read as patience being rewarded. Deciding in advance what evidence would justify continuing, and by when, is what keeps a long sales cycle from becoming an open-ended commitment.
It was shut down. The interest was real, but the cost of finding decision makers through cold outreach outweighed what the channel returned, and the attention it consumed was better spent on the monthly events and B2C audience that already worked.
