SyncDoc

AI auto-generates docs and tests for your Salesforce-Okta integrations.

Score: 7.2/10BrazilMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Complex and undocumented integrations with enterprise tools like Salesforce and Okta stall SaaS adoption for big teams.

Solution

SyncDoc scans your existing integrations, uses AI to document APIs, schemas, and flows automatically. It also generates unit tests and flags undocumented gaps. IT teams deploy confident, audit-ready integrations without manual wiki updates.

Target Audience

IT and engineering teams at large enterprises (500+ employees) implementing SaaS solutions

Differentiator

AI-first documentation with built-in test generation for enterprise compliance.

Brand Voice

supportive

Features

Integration Scanner

must-have18h

Upload API logs/configs to scan Salesforce/Okta flows.

AI Doc Generator

must-have25h

Create Markdown/HTML docs with ERDs and sequence diagrams.

Test Gen

must-have20h

AI writes Postman/Newman tests from docs.

Gap Analyzer

must-have15h

Highlight undocumented fields/endpoints.

Compliance Export

must-have12h

SOC2-style reports for audits.

Version Diffs

must-have10h

Compare doc changes across integration versions.

Searchable Wiki

nice-to-have12h

Hosted docs with full-text search.

Chat Query

nice-to-have15h

Ask AI questions about your docs.

GitHub Sync

nice-to-have10h

Push docs to repo as Markdown.

Total Build Time: 137 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo
created_attimestampNo

docs

ColumnTypeNullable
iduuidNo
user_iduuidNo
titletextNo
content_markdowntextNo
updated_attimestampNo

Relationships:

  • user_id references users(id)

scans

ColumnTypeNullable
iduuidNo
doc_iduuidNo
raw_logstextYes
gaps_jsontextYes

Relationships:

  • doc_id references docs(id)

tests

ColumnTypeNullable
iduuidNo
doc_iduuidNo
test_suite_jsontextNo

Relationships:

  • doc_id references docs(id)

API Endpoints

POST
/api/docs

Generate docs from upload

🔒 Auth Required
GET
/api/docs/:id

Fetch doc

🔒 Auth Required
POST
/api/scans

Run scan on logs

🔒 Auth Required
POST
/api/tests/:docId

Generate tests

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn/ui
Backend
Next.js API + OpenAI API
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
OpenAI for AI

Build Timeline

Week 1: Auth, upload, basic AI prompt

25h
  • File upload
  • Simple doc gen

Week 2: Full doc generation

30h
  • Markdown output
  • Diagrams via Mermaid

Week 3: Tests and analyzer

35h
  • Gap finder
  • Test suite gen

Week 4: UI polish and payments

25h
  • Wiki viewer
  • Exports
  • Deploy

Week 5: Nice-to-haves

20h
  • Search
  • Chat

Week 6: Integrations

15h
  • GitHub sync
Total Timeline: 6 weeks • 175 hours

Pricing Tiers

Free

$0/mo

No tests

  • 5 scans/mo
  • Basic docs

Pro

$20/mo

1GB storage

  • Unlimited scans
  • Tests
  • Exports

Enterprise

$99/mo

Unlimited

  • All Pro
  • Team wiki
  • Advanced AI
  • API access

Revenue Projections

MonthUsersConversionMRRARR
Month 1803%$48$576
Month 67006%$840$10,080

Unit Economics

$45
CAC
$800
LTV
4%
Churn
80%
Margin
LTV:CAC Ratio: 17.8xExcellent!

Landing Page Copy

AI Docs & Tests for Your Integrations – Instantly

Stop undocumented chaos. Scan, document, test Salesforce/Okta flows automatically.

Feature Highlights

AI-powered scanning
Auto-generated tests
Compliance reports
Searchable wiki
Version diffs

Social Proof (Placeholders)

"'Saved our audit prep entirely.' – Compliance Officer"
"'AI nailed our undocumented endpoints.' – Engineer"

First Three Customers

DM 20 Salesforce/Okta forum posters complaining about docs. Offer free Pro scan of their GitHub repo. Convert via shared results showing value.

Launch Channels

Product Huntr/devopsIndie HackersTwitter #SaaS

SEO Keywords

salesforce integration documentationokta api docs generatorauto generate integration tests

Competitive Analysis

Swagger

swagger.io
Free/open source
Strength

API spec standard

Weakness

Manual, no AI or enterprise flow docs

Our Advantage

AI auto-gen for full integrations

$12/user/mo
Strength

Testing

Weakness

Weak docs, no AI scan

Our Advantage

Docs + tests from logs

🏰 Moat Strategy

Trained AI models on enterprise integration patterns

⏰ Why Now?

AI maturity + 2024 compliance mandates for SaaS integrations.

Risks & Mitigation

technicalmedium severity

AI hallucination in docs

Mitigation

Human review step + fine-tuning

financiallow severity

OpenAI costs

Mitigation

Tiered usage, caching

Validation Roadmap

pre-build5 days

Validate with 5 doc pain surveys

Success: 80% willing to pay

mvp21 days

Ship scanner MVP

Success: 10 docs generated

Pivot Options

  • General API doc AI
  • Test-only generator
  • Compliance audit tool

Quick Stats

Build Time
175h
Target MRR (6 mo)
$840
Market Size
$400.0M
Features
9
Database Tables
4
API Endpoints
4