The 5 Hidden Signals of a Unicorn Startup

Author

Benjamin Friedman
May 12, 2026

Morning beehiivcommunity!

This newsletter tackles the dilemma, “How do I know what I don’t know?” with pointed predictions, practical takeaways, and curated NYC events to help founders and CFOs expand options and build resilience.

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Patterns Predicting Startup Success

Most people chase the obvious signals of high-growth startups: strong founders, big markets, fast growth. But some reliable early indicators are far less obvious.

Indicators like customer “love,” hacked workarounds, loud critics, overqualified early hires, and embarrassing first versions can predict breakout outcomes. If you’re building or backing something new, these are the behaviors to imitate or seek.

This post breaks down five surprising early signals seen in companies like Slack, Notion, Tesla, Stripe, and Airbnb, and explains why they mattered long before they became household names.

Founders should build in a way that maximizes contact with reality: talk to users constantly, watch what they do more than what they say, ship embarrassingly early, and be willing to pivot toward the pockets of intense love and intense reaction.

You can read the full post HERE.

Photos by Mamadou Cissé

Work Through Your Hardest Founder Decision at Table

Turn your current startup challenge into real progress in one morning.

At Table, founders crowdsource the most pressing questions in the room, vote on what matters most, and dive into focused five-minute conversations that turn stuck problems into clear next steps.

Every session generates next steps, shared playbooks, and new supporters around the table. There's a seat for you at Table.

Join our next event in NYC on May 20 at 9 am HERE. 

Foley Hoag kindly sponsors this event. Contact Chip Korn for any legal questions.

Expert Tips for Startups

The AI Era Advantage: Human-Centered Customer Success

Customer success (CS) can improve retention, expansion, referrals, and product learning all at once.

In an era of rising acquisition costs and AI-driven automation, CS stands out when smart systems are paired with human relationships. Great CS teams do more than resolve tickets. They uncover new use cases, spot early churn risks, surface roadmap insights, anticipate expansion opportunities, and turn happy customers into active advocates.

If you want durable growth in 2026, treat customer success as a strategic function. Start building it now, even if the “team” is just a founder.

Concourse is the platform for finance teams to build and deploy AI agents. 

Backed by a16z, YC, and CRV, Concourse is live in production at companies like Palo Alto Networks and Chick-fil-A — automating workflows across FP&A, accounting, and treasury.

Concourse is a proud sponsor of CFOs at the Frontline of AI Risk in NYC on May 20.

Build What Matters, Without Burning Out

For founders, the gap between big ideas and consistent follow‑through is where companies fail. But plans don’t matter until you do something with them.

Build Scale Grow turns ambition into growth. We lead cross-team projects, align outcomes with clear metrics, and reduce the risks that derail progress. You get high‑level thinking for a fraction of the cost of a full-time executive, so you can scale smarter.

Email us at [email protected] or click HERE for a free consultation.