Outsmart

Outsmart (formerly branded Outsmart College; site joinoutsmart.com, with outsmartcollege.com redirecting there) is a pre-launch consumer education-technology company founded by former Duolingo executives Jorge Mazal (Chief Product Officer) and Gina Gotthilf (VP of Marketing & Growth) and backed by roughly $38M from top investors. Operating across LA, SF, and Salt Lake, Outsmart is building an AI-native, mobile-first "university of the future" — a gamified consumer learning experience for iOS and Android that combines large-scale AI content generation, psychometric assessment, benchmarking, and multi-modal behavior classification. As of this profile the product is at waitlist stage and the company publishes no public API, developer portal, or SDKs; this remains an API Evangelist network lead surfaced from the Khosla Ventures portfolio.

Outsmart is profiled on the APIs.io network. Tagged areas include Company, Education, EdTech, Artificial Intelligence, and Learning.

🌐 Visit website 📡 Source on GitHub
6.8/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-28 · rubric v0.5
AccessApproval
0 APIs
CompanyEducationEdTechArtificial IntelligenceLearningHigher EducationMobileConsumer

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-28 · rubric v0.5
Composite quality — 6.8/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 6.8 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/outsmartcollege: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Outsmartcollege Domain Security

TLSv1.3 · DMARC

SECURITY

Resources

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Company 3

The organization behind the API

Website
Website
 Careers
Careers
 LinkedIn
LinkedIn

Source (apis.yml)

apis.yml Raw ↑ 
aid: outsmartcollege
accessModel:
  pricing: unknown
  onboarding: approval
  trial: false
  try_now: false
  public: false
  label: Requires approval
  confidence: medium
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/outsmartcollege.png
name: Outsmart
description: Outsmart (formerly branded Outsmart College; site joinoutsmart.com, with outsmartcollege.com redirecting there)
  is a pre-launch consumer education-technology company founded by former Duolingo executives Jorge Mazal (Chief Product Officer)
  and Gina Gotthilf (VP of Marketing & Growth) and backed by roughly $38M from top investors. Operating across LA, SF, and
  Salt Lake, Outsmart is building an AI-native, mobile-first "university of the future" — a gamified consumer learning experience
  for iOS and Android that combines large-scale AI content generation, psychometric assessment, benchmarking, and multi-modal
  behavior classification. As of this profile the product is at waitlist stage and the company publishes no public API, developer
  portal, or SDKs; this remains an API Evangelist network lead surfaced from the Khosla Ventures portfolio.
url: https://raw.githubusercontent.com/api-evangelist/outsmartcollege/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- khosla-ventures
x-tier: stub
x-tier-reason: pre-launch-no-api
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Education
- EdTech
- Artificial Intelligence
- Learning
- Higher Education
- Mobile
- Consumer
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/outsmartcollege-domain-security.yml
- type: Website
  url: https://joinoutsmart.com/
- type: Careers
  url: https://jobs.ashbyhq.com/Outsmart
- type: LinkedIn
  url: https://www.linkedin.com/company/join-outsmart/
x-enrichment:
  date: '2026-07-20'
  status: minimal
  artifacts_added: 1
  pass: local-v1