ContextQA 2.0 records 9,794 monthly visits with -3.2% month-over-month growth and Free Trial, Contact for Pricing pricing. Prep Edu records 1,414,975 monthly visits with -19.8% growth and Paid pricing.
AI test automation and self-healing QA for enterprise apps and AI agents
Study smarter for IELTS, TOEIC and HSK with AI speaking and writing rooms
| Dimension / Metric | ||
|---|---|---|
| Official Domain | contextqa.com | prepedu.com |
| Pricing Model | Free Trial, Contact for Pricing | Paid |
| Monthly Visits | 9.79K (9,794) | 1.41M (1,414,975) |
| MoM Traffic Delta | -325 (-3.2%) | -349.68K (-19.8%) |
| Primary Market & Share | 🇺🇸 United States (38.7%) | 🇻🇳 Vietnam (78%) |
| Direct Visits / mo | 3.91K | 479.07K |
| User Rating | 4.1 | 4.1 |
| Supported Platforms | Website | Website |
AI test automation and self-healing QA for enterprise apps and AI agents
Point the platform at a flow and it writes a production-grade suite covering happy paths, edge cases and failure states without manual scripting.
When the interface changes, ContextQA detects selector drift and repairs broken locators to cut repetitive maintenance.
Run tests in parallel across Chrome, Safari, Edge, Firefox and mobile devices, integrated into your CI/CD workflow.
Trigger suites and inspect failures without leaving Cursor, Claude Code, Codex or another MCP-compatible agent environment.
Study smarter for IELTS, TOEIC and HSK with AI speaking and writing rooms
Rehearse exam-style speaking tasks with AI scoring and multi-layer feedback covering grammar, pronunciation, fluency, vocabulary and how well your ideas are organised.
Submit written answers and receive automated scoring with suggestions on structure, vocabulary range and accuracy to raise your band score.
A companion that answers questions, walks through difficult tasks and keeps learners motivated between lessons.
Structured IELTS, TOEIC and HSK programmes, a PrepTalk English speaking course, entry tests and mock exams that mirror the real format.
Focuses heavily on PTE and IELTS exam practice with robust AI scoring, similar to Prep Edu's test rooms.
Focuses heavily on PTE and IELTS exam practice with robust AI scoring, similar to Prep Edu's test rooms.
SpecialistAI English speaking coach with instant pronunciation feedback
GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language
Provides online exam prep and instant AI scoring for PTE and IELTS, but with a simpler course structure.
Provides online exam prep and instant AI scoring for PTE and IELTS, but with a simpler course structure.
SpecialistLearn a new language by talking to lifelike AI tutors
SpecialistLearn a new language by talking to lifelike AI tutors
Delivers automated AI scoring for major English proficiency exams, though less focused on structured video lessons than Prep.
Delivers automated AI scoring for major English proficiency exams, though less focused on structured video lessons than Prep.
SpecialistSpeak a new language from day one with human-like AI and expert human tutors
SpecialistSpeak a new language from day one with human-like AI and expert human tutors
Ship with confidence: one system of record for manual, automated, and CI tests
Offers excellent AI speaking coaching for IELTS, but lacks the comprehensive written course library found in Prep.
Offers excellent AI speaking coaching for IELTS, but lacks the comprehensive written course library found in Prep.
AI-augmented quality platform for web, mobile, API and desktop testing
Specializes specifically in Duolingo English Test preparation with adaptive mock exams, whereas Prep covers multiple exams.
Specializes specifically in Duolingo English Test preparation with adaptive mock exams, whereas Prep covers multiple exams.
Agentic end-to-end testing that writes, runs and heals your test suite
Agentic end-to-end testing that writes, runs and heals your test suite
