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Cybersecurity

What we learned from Cybersecurity YC applications

Aggregate insights from real applications roasted on YC Roaster — the patterns YC partners look for, and the weaknesses that come up over and over.

Apps analyzed

11

Average score

3.61 /5

Updated

Jul 16, 2026

Score breakdown — Cybersecurity average

App Completeness3.89/5
Early Traction3.26/5
Team Quality3.66/5
Market4.06/5
GTM3.18/5
Scalability3.95/5
Monetization3.25/5

Biggest weaknesses

Where Cybersecurity applications consistently fall short.

  • 1. GTM3.18/5
  • 2. Monetization3.25/5
  • 3. Early Traction3.26/5

Strongest dimensions

Where Cybersecurity applications tend to do well.

  • 1. Market4.06/5
  • 2. Scalability3.95/5
  • 3. App Completeness3.89/5

Score distribution

0-1
0
1-2
0
2-3
1
3-4
9
4-5
1

What our AI judge actually said

Anonymized critique from real Cybersecurity applications (shared with founder consent).

You got a Deputy CISO to review your architecture, but enterprise evaluations collapse all the time, and you are a solo founder with zero closed deals and no proof you can repeat this.

7.8/10·Exceptionally fast executor with rare enterprise pull, but you need to close this deal and find a co-founder before the wedge proves anything.

You're competing in a features arms race against $70M and $146M funded rivals who can copy your delivery model in six months.

7.9/10·Real execution and enterprise traction, but you need to prove agent delivery scales profitably before competitors catch up.

A solo founder with no cofounder, relying on Claude Code to build hard infrastructure that a Fortune 100 Deputy CISO deemed insufficient, has not closed a single customer in four months.

7.0/10·Strongest enterprise validation signal at this stage, but lives or dies on closing one design partner before the buyer ghosts or infrastructure debt compounds.

Impressed a Fortune 100 Deputy CISO enough to get evaluated, not enough to get paid.

7.1/10·Real builder who moves fast, but zero revenue and a failed conversion raise serious closing questions.

You have one pilot customer but zero revenue, no repeatable sales motion, and no proof enterprises will pay before OpenAI bundles this away.

8.0/10·Strong technical team attacking an urgent problem at the perfect time, but GTM is unproven and the clock is ticking.

You have $26k ARR from old products and zero from the thing you are pitching, with one part-time engineer to ship it all.

7.1/10·Exceptional founder-market fit meets zero execution proof, show me three paying customers in 60 days or this is just a story.

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