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Reflect

Active

Reflect is a commercial no-code UI testing product from SmartBear that records browser tests and maintains them with AI assistance.

SmartBear Last verified: Partial, 2026-09-26

Overview and fit

Audience

Editorial judgment, not a vendor fact.

Compatibility

Test languages
Natural language
Target operating systems
iOS Android
Device modes
Real device

What it tests

Product kind
Testing platform
Testing types
End-to-end, Functional, Regression, API, Visual
Targets
Web app, Native mobile, API, Email
Use cases
Regression testing, Cross browser testing, Test generation, Test maintenance

Classification lists positively established capabilities. Absence from a list does not mean lack of support.

Creation and execution

Authoring methods
Recorder, Natural language, AI-generated workflow
Execution models
Real device, Browser protocol
Deployment
SaaS
License
Proprietary

Capabilities

AI

Capability Status Details
Uses AI Supported Supported

Test generation, Execution, Self-healing

AI test generation Supported Supported
AI executes the app Supported Supported
AI generates code only Unsupported Unsupported
Autonomous exploration Unknown Unknown
Vision-based interaction Unknown Unknown
Selector-free execution Supported Supported
Adapts to UI changes Supported Supported
Self-healing Supported Supported
AI failure analysis Unknown Unknown

Developer integrations

Capability Status Details
MCP server Supported Supported Official
  • SmartBear MCP Server Official Docs
VS Code extension Unknown Unknown
SDK Unknown Unknown

PR workflow

Capability Status Details
GitHub Supported Supported

Commit statuses · Integration

CI execution Supported Supported

Integration

GitHub PR checks Supported Supported

Integration

PR-aware test selection Unknown Unknown
Autonomous PR validation Unknown Unknown
PR comments Unknown Unknown
Preview deployment testing Unknown Unknown
Merge gating Unknown Unknown
Scheduled execution Supported Supported

Creation and execution

Capability Status Details
Code authoring Unsupported Unsupported

No coding required

Recorder Supported Supported
Natural language authoring Supported Supported
Test import Supported Supported

Integration

Reusable steps Supported Supported
Parameterized tests Supported Supported
Test data generation Unknown Unknown

What it tests

Capability Status Details
Native desktop testing Unknown Unknown
Native mobile testing Supported Supported
Browser extension testing Unknown Unknown
Cross-browser testing Supported Supported
Cross-platform testing Supported Supported
Real device testing Supported Supported
Multi-tab testing Unknown Unknown
iframe testing Supported Supported
Canvas testing Unknown Unknown
PDF validation Unknown Unknown
File upload testing Supported Supported
File download testing Supported Supported
OAuth testing Unknown Unknown
Email testing Supported Supported
Notification testing Unknown Unknown
Video content validation Unknown Unknown

Validation

Capability Status Details
Visual regression Supported Supported
Semantic visual assertions Unknown Unknown
Accessibility checks Unknown Unknown
API assertions Supported Supported
Database assertions Unknown Unknown
Spelling and grammar checks Unknown Unknown
Dark and light mode testing Unknown Unknown
Performance measurement Unknown Unknown

Running

Capability Status Details
Local execution Supported Supported
Headless execution Unknown Unknown
Headed execution Supported Supported
Parallel execution Supported Supported
Test sharding Unknown Unknown
Auto-waiting Supported Supported
Automatic retries Unknown Unknown
Network mocking Unknown Unknown
Secrets injection Supported Supported
Private network access Supported Supported

Diagnosis

Capability Status Details
Screenshots Unknown Unknown
Video recording Supported Supported
Execution traces Unknown Unknown
Console logs Supported Supported
Network logs Supported Supported
Replay Supported Supported
Interactive debugging Unknown Unknown
Failure grouping Unknown Unknown

Enterprise

Capability Status Details
SSO (SAML) Unknown Unknown
SSO (OIDC) Unknown Unknown
SCIM Unknown Unknown
RBAC Unknown Unknown
Audit logs Unknown Unknown
Secrets management Supported Supported
Configurable retention Unknown Unknown
Private runners Unknown Unknown
On-premises deployment Unknown Unknown
Data residency Unknown Unknown
Training opt-out Unknown Unknown

Integrations

Capability Status Details
GitHub (Source control) Supported Supported

Integration

No source recorded

Slack (Collaboration) Supported Supported

Integration

No source recorded

Jira (Issue tracking) Supported Supported

Integration

No source recorded

Azure DevOps (CI/CD) Supported Supported

Integration

No source recorded

TestRail (Test management) Supported Supported

Integration

No source recorded

Zephyr (Test management) Supported Supported

Integration

No source recorded

Maintenance, reliability, and debugging

Setup difficulty
Low
Maintenance approaches
Self-healing, Reusable components
Maximum concurrency
null
Debug artifacts
Video, Console log, Network log
Reliability mechanisms
Self-healing, Auto wait
Interfaces
Web UI, MCP

Pricing

Unknown

Models: Subscription, Usage-basedFree tier: UnavailableTrial: Available
PlanAvailabilityPriceIncludedLimitsVerified
PremiumUnknownNot verified
AdvancedUnknownNot verified
EnterpriseUnknownNot verified

Not yet verified · Official pricing page

Security and deployment

Certifications
None recorded
Data regions
Unknown
Data retention
Unknown
Customer data used for training
Unknown

Support

Channels
Docs, Email, Phone
Support SLA
Unknown

Sources and verification

  1. 1AI-Powered UI Testing for Application Integrity | SmartBear Reflect · Official website · SmartBear · retrieved 2026-09-26

    Supports 56 claims · verified 2026-09-26

    • Accessibility checks
    • Adapts to UI changes
    • AI executes the app
    • AI generates code only
    • AI test generation
    • API assertions
    • Audience
    • Authoring method
    • Autonomous exploration
    • Browser engines
    • Browser extension testing
    • Browsers
    • Code authoring
    • Console logs
    • Cross-browser testing
    • Cross-platform testing
    • Dark and light mode testing
    • Database assertions
    • Debug artifacts
    • Device modes
    • Email testing
    • Execution traces
    • Failure grouping
    • Integrations
    • Interactive debugging
    • Languages
    • Multi-tab testing
    • Native desktop testing
    • Native mobile testing
    • Natural language authoring
    • Network logs
    • Notification testing
    • Parameterized tests
    • Performance measurement
    • Real device testing
    • Replay
    • Screenshots
    • Selector-free execution
    • Semantic visual assertions
    • Setup difficulty
    • Spelling and grammar checks
    • Summary
    • Support channels
    • Support SLA
    • Target OS
    • Targets
    • Test data generation
    • Testing types
    • Tool
    • Use cases
    • Uses AI
    • Vendor
    • Video content validation
    • Video recording
    • Vision-based interaction
    • Visual regression

    The Conventional Approach: Functional Testers build regression tests significantly faster than even the most seasoned automation engineer, with no setup required.

    Build tests at the speed of thought: Define test steps in plain English

    Use Cases: Cross-Browser Testing

    No coding required

    Testing with Reflect: When bugs occur, developers are armed with comprehensive repro steps, an HD video demonstrating the bug, and complete console/network logs.

    Mobile testing: Run on native real devices — not emulators.

    See what else is supported: With comprehensive integrations for CI/CD [l48], issue tracking [l49], and test case management [l50], Reflect fits into your current development and testing process with minimal disruption.

    So long, selectors: SmartBear Reflect uses AI to instantly turn your plain-English test steps into automated actions with no coding required.

    Testing with Reflect: Reflect's AI engine does the heavy lifting around maintenance, freeing up time for additional test creation and ad-hoc testing.

    Comprehensive test results for every release: Contact us

    Testing with Reflect: Web testing

    Title: AI-Powered UI Testing for Application Integrity | SmartBear Reflect

    Testing with Reflect: Functional Testers build regression tests significantly faster

  2. 2Pricing | SmartBear Reflect · Official pricing · SmartBear · retrieved 2026-09-26

    Supports 19 claims · Vendor documented, high confidence · verified 2026-09-26

    • CI execution
    • Company size
    • Deployment
    • Execution model
    • Free tier
    • Headed execution
    • License
    • License identifiers
    • Max concurrency
    • Parallel execution
    • Pricing
    • Pricing models
    • Product kind
    • Product status
    • Recorder
    • Runner OS
    • Scheduled execution
    • Test sharding
    • Trial

    Trusted by: Trusted by hundreds of companies to help increase software quality

    Features: Cloud Recorder

    Pick the plan that’s right for you: 14-day free trial – unlimited functionality

    Pricing: Contact Sales

    Premium: Mobile parallel testing

    Pick the plan that’s right for you: Contact Sales

    Pricing: Pick the plan that’s right for you

  3. 3Agentic Workflows with the SmartBear MCP | Reflect Documentation · Official docs · SmartBear · retrieved 2026-09-26

    Supports 10 claims · Vendor documented, high confidence · verified 2026-09-26

    • Audit logs
    • Interfaces
    • MCP server
    • RBAC
    • SCIM
    • SDK
    • SSO (OIDC)
    • SSO (SAML)
    • Test import
    • VS Code extension

    Agentic Workflows with the SmartBear MCP: Agentic Workflows with the SmartBear MCP

  4. 4Segments & Composition | Reflect Documentation · Official docs · SmartBear · retrieved 2026-09-26

    Supports 1 claim · verified 2026-09-26

    • Reusable steps
  5. 5Create Resilient Tests | Reflect Documentation · Official docs · SmartBear · retrieved 2026-09-26

    Supports 7 claims · Vendor documented, high confidence · verified 2026-09-26

    • AI failure analysis
    • Auto-waiting
    • Automatic retries
    • Maintenance approach
    • Network mocking
    • Reliability mechanisms
    • Self-healing

    Failure Settings: Self-Healing Capabilities

  6. 6GitHub | Reflect Documentation · Official docs · SmartBear · retrieved 2026-09-26

    Supports 7 claims · verified 2026-09-26

    • Autonomous PR validation
    • GitHub
    • GitHub PR checks
    • Merge gating
    • PR comments
    • PR-aware test selection
    • Preview deployment testing
  7. 7Supported Actions | Reflect Documentation · Official docs · SmartBear · retrieved 2026-09-26

    Supports 6 claims · verified 2026-09-26

    • Canvas testing
    • File download testing
    • File upload testing
    • iframe testing
    • OAuth testing
    • PDF validation
  8. 8Private Environments | Reflect Documentation · Official docs · SmartBear · retrieved 2026-09-26

    Supports 3 claims · verified 2026-09-26

    • Headless execution
    • Local execution
    • Private network access
  9. 9Variables & Parameters | Reflect Documentation · Official docs · SmartBear · retrieved 2026-09-26

    Supports 10 claims · Vendor documented, high confidence · verified 2026-09-26

    • Certifications
    • Configurable retention
    • Customer data used for training
    • Data regions
    • Data residency
    • On-premises deployment
    • Private runners
    • Secrets injection
    • Secrets management
    • Training opt-out

    Functions: ${sec(my-password)}

Hands-on tested: no (documentation research only) · Content updated 2026-09-26