A new way to diligence.
Agents replicate the product in minutes. You get the real cost to rebuild - compute, humans, go-to-market.
See the VC Benchmark// ~5 minutes. Free accounts include 3 analyses per month.
From URL to replication blueprint.
We scan the target product and retrieve content, assets, and surface area.
Agents identify features, integrations, and technical dependencies.
A defensibility score from 1 to 100 with feature-level build estimates.
This is what a gut check looks like.
A real analysis of Speak, the AI language-learning app — defensibility score, cost to compete, and where the moat is. Run your own on any company in about five minutes.
Speak.
Speak is an AI-driven language learning app specializing in spoken practice with an interactive virtual tutor. Real-time feedback, personalized curricula, and conversational experiences in major world languages.
Brand equity and curriculum design create real moats.
Most cost lives in GTM and brand-building.
Freemium subscription. Mobile-first with web. Strong upsell to premium tier.
Self-directed language learners seeking practical conversational fluency.
- ·24/7 AI conversational partner
- ·Instant pronunciation feedback
- ·Trusted brand with millions of users
Total Cost to Replicate$553K to $2.14M end-to-end.
Compute is cheap, human specialists are moderate, but go-to-market is the real wall. Click for the bucketed breakdown.
$553K to $2.14M end-to-end.
Compute is cheap, human specialists are moderate, but go-to-market is the real wall. Click for the bucketed breakdown.
Cost of AI-assisted engineering to build the replicable digital surface area. Inference, tooling, and agent orchestration for the 12 features.
Specialist hires to finish what agents cannot. Applied NLP, curriculum design, multi-language feedback tuning. Roughly 4 to 8 weeks.
CAC and brand-building spend benchmarked against Duolingo, Babbel, Busuu. The largest barrier.
Feature Analysis12 features mapped.
All digital. Core Features dominate at 5 of 12 with the highest replication difficulty. Click for the full table and feature scoring.
Digital · 12Physical · 0Avg difficulty 3.9 / 10
12 features mapped.
All digital. Core Features dominate at 5 of 12 with the highest replication difficulty. Click for the full table and feature scoring.
| Category | # | Avg. | Build Time |
|---|---|---|---|
| Core Features | 5 | 4.8 | 1 to 3 days |
| Content Mgmt. | 2 | 5.0 | 1 to 3 days |
| Integrations | 1 | 6.0 | 3 to 7 days |
| Analytics | 1 | 3.0 | Hours to a day |
| User Mgmt. | 1 | 1.0 | Minutes to hours |
| Collaboration | 2 | 1.5 | Minutes to hours |
Many vantage points. One blueprint.
Run diligence at portfolio scale. Defensibility and cost-to-compete scored on every company, across product, GTM, infrastructure, and talent.
Validate before you build. See the time, cost, and talent it takes to replicate any product in your space.
Benchmark a cohort or a whole city. Spot the defensible bets and where founders will need the most help.
Teach product and market analysis with real, structured diligence on live companies — not toy case studies.
Start with a gut check.
Your first analysis is free.
Analyze a URL