🤖

AI Verdict

Confidence: Medium

⚠️ High Risk

Market is large and growing, but desplega.ai's extremely low MRR suggests poor product-market fit. Better opportunities exist in more differentiated QA automation niches.

💰

Financials

MRR$0

30d Growth-100.0%

🌱 Early Stage

🏗️

Buildability

41

Challenging

desplega.ai

인프라, 아이디어 구상, 생성 및 유지 관리를 포함한 종단 간 QA 테스트 자동화에 중점을 둔 노코드 AI 우선 플랫폼입니다.

📊 SaaS 🔗 Visit Website ↗𝕏 @voidisomorphism

🔗Visit Website0🔍See similar

⭐Key Features

✓

Core Desplega.ai featuresBasic testing functionality of the Desplega.ai platform

✓

Chrome ExtensionBrowser extension for testing capabilities

✓

MCPModel Context Protocol integration

✓

Email supportCustomer support via email

✓

Scheduled tests suitesAbility to schedule automated test runs

✓

Slack & Email notificationsReceive notifications through Slack and email

✓

CI/CD integrationIntegration with continuous integration/continuous deployment pipelines

✓

Priority email supportHigher priority customer support via email

✓

Periodic automated discoveriesAutomated discovery of application flows and test scenarios

✓

Automated Test RunRunning a test, irrespective of the steps it has. AI actions billed separately.

✓

AI Base ActionEach simple AI operation like basic assertions, actions, etc. is billed as 1 token.

✓

AI Max ActionEach AI complex operation like document processing, generative steps, etc. is billed as 25 tokens.

✓

Discovery RunsDiscovery uses mixed AI actions to manage a swarm of agents that crawl the application and identify user flows.

✓

Test CreationCreating new tests involves mixed AI steps with weighted complexity. In some cases those tests also may contain AI actions.

✓

Test Self HealingSelf-healing tests adapt to UI changes using intelligent AI actions. This may vary depending on the complexity of the test.

✓

Promoting Tests to ProductionBy promoting your tests to a different environment, you can run them in production or other environments, and integrate them into your CI/CD pipeline.

✓

CI/CD IntegrationAutomatically run tests in your deployment pipeline

✓

Scalable TestingRun tests at scale across multiple environments

✓

Quality AssuranceEnsure production readiness with automated validation

✓

Team CollaborationShare and collaborate on test suites across teams

💰Pricing

Hobbyist

€0

No credit card required
Core Desplega.ai features
Chrome Extension available

Basic

€14

MCP
Chrome Extension
Email support
Scheduled tests suites
2 users

Starter

€28

MCP
Chrome Extension
Email support
Slack & Email notifications
Scheduled tests suites
2 users

Pro

€56

MCP
Chrome Extension
Email support
Slack & Email notifications
Scheduled tests suites
CI/CD integration
5 users

Scale

€299

MCP
Chrome Extension
Priority email support
Slack & Email notifications
Scheduled tests suites
Periodic automated discoveries
CI/CD integration
10 users

🎯Use Cases

💡

Small side projects

💡

Growing products

💡

Successful products

💡

Enterprise solutions

💡

Discovery runs

💡

Test creation

💡

Test self healing

💡

Production deployment

💡

CI/CD pipeline integration

💡

Scalable testing

💡

Quality assurance

💡

Team collaboration

🔗Integrations

No-code AI QA automation platform with $47 MRR, targeting developers with Chrome extension and CI/CD integrations.

📊

Market SizeLarge (>$1B) - QA automation market estimated at $2.8B growing to $4.5B by 2027

📈

Growth StagePre-PMF

⏱️

Build Time3-4 months for core AI-powered test generation

💼

Business ModelSaaS

Potential AI-first workflow automation, but currently weak - no clear data network effects or proprietary tech

SaaS developers and QA engineers at small-to-mid sized companies who want to automate testing without coding
Product managers and indie hackers needing quick QA automation

No clear pricing page
Weak onboarding experience
Missing enterprise features (SSO, team management)
Limited test types (likely only web)

Focus on mobile-first QA automation
Build for specific verticals (e-commerce, fintech)
Create collaborative features for product teams

Medium - QA tools can spread within engineering teams, but requires strong product-market fit first

Established competitors with more funding
AI test generation accuracy challenges
Low barrier to entry for similar tools
Current MRR suggests weak demand

Complexity

7/10

Estimated Cost

$15k-$25k for MVP with basic AI features

Key Features

AI test case generation from user flows
No-code test builder
Chrome extension for recording
CI/CD integration
Test maintenance automation

Suggested Stack

MVP 范围

Skip: Slack/Email notifications, Advanced analytics, Multiple browser support beyond Chrome

수익 트렌드

🤖 AI Revenue Insights

📉TrendFalling (0.0%)

💰Avg daily revenue$0

📊StabilityLow

💡Revenue is declining—worth investigating

일일 수익2025-12-14 → 2026-01-12

시간별 수익12-27 02:00 → 12-27 02:00

No data available.

Tech Stack

Next.js

Vercel

Google AnalyticsPlausible

Market Insights

📊벤치마크 비교

Top 100%

Top 46%

Top 100%

Top 86%

카테고리 벤치마크

saas

평균 MRR$7,285

평균 성장+35.4%

카테고리 내 제품70

🎯경쟁 수준

💰시장 검증

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