⚡Stack Radar

Code Review · Reviewed 24 Oct 2026

SmartBear Collaborator

Peer code and document review tool for development teams.

· smartbear.com ↗

Paid against free › Code Review › SmartBear Collaborator

SmartBear Collaborator at a glance
323.5KEstimated total trafficModeled monthly visits9.9KRanking keywordsPublic search sample94/100Technical health15 pages checked0Referring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Collaborator is a peer review tool for code, documents, and artifacts, helping teams ensure quality and meet compliance requirements S12. It is used by development teams that take quality seriously, integrating with major SCMs and IDEs to streamline reviews S12. The main value is reducing rework and accelerating time to market through efficient review processes S12.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: SmartBear Collaborator is a peer code review tool for teams S12.
  • Core purpose: It helps teams meet safety and regulatory compliance for code, document, artifact, and model reviews S12.
  • Intended users: Development teams that take quality seriously S12.
  • Product scope: A standalone tool that integrates with existing tools and systems S12.
  • Positioning: It is positioned as the leading peer review tool, enabling more integrations than any other S12.
  • Claimed distinction: It is the source of truth for compliance and supports every major SCM, IDE, and version control tool S12.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
Development teamsConduct peer code reviews to catch defects and improve code quality S12.
Regulated industriesAchieve compliance with standards like PCI DSS through documented review processes S12.
Distributed teamsCollaborate on reviews asynchronously, even when team members are in different locations S12.
Aerospace & DefenseUse Collaborator for code and document reviews to meet industry-specific requirements S12.
Financial ServicesManage regulatory compliance and audit trails for software changes S12.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Code ReviewSupports pre and post-commit reviews for Git, Perforce, and SVN S12.
Document ReviewAllows collaboration and commenting on requirements, design docs, user stories, and test cases S12.
Defect TrackingEnables making comments, marking defects, and tracking bugs in real time S12.
Custom Review TemplatesProvides templates with custom fields, participant rules, and checklists to tailor the review process S12.
ReportingOffers out-of-the-box reports and defect metrics to analyze and improve the review process S12.
Compliance SupportHelps achieve PCI compliance (PCI DSS) and manage regulatory compliance S12.
IDE IntegrationOffers Eclipse and Visual Studio add-ins for creating and participating in reviews within the IDE S12.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
EclipseIDE integrationCreate and participate in reviews directly from the Eclipse IDE S12.
Visual StudioIDE integrationCreate and participate in reviews directly from Visual Studio S12.
RTCSCM integrationAutomatically create reviews when work items change states in RTC S12.
JIRAIssue tracking integrationLink code reviews to JIRA tickets and track issue statuses within the review S12.
Git, Perforce, SVN, and moreSCM integrationSupports pre and post-commit reviews across 11 SCMs including Git, Perforce, and SVN S12 S37.
MathWorks SimulinkAdd-onAdd models to reviews via the Collaborator Simulink app S37.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Collaborator Team$795 per 5-user pack per year (yearly subscription) S37Code and image review; 2 custom fields S37Up to 5 packs (25 users); no document review S37
Collaborator Enterprise Subscription$1,415 per concurrent license per year (yearly subscription) S37Document, Excel and model review; electronic signatures; SSO and LDAP S37Unlimited users by license S37
MathWorks Simulink Model Review$1,340 per 5-license pack per year (yearly subscription) S37Add-on for Collaborator Enterprise to review Simulink models S37Not established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
testrigor.com111automated tester
libvirt.org111api virtualization
katalon.com112automated tester
parasoft.com112api virtualization
leapwork.com113automated tester
mulesoft.com113api virtualization
indeed.com114automated tester
keploy.io114api virtualization
youtube.com115automated tester
slideshare.net115api virtualization

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

13

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 2.5%
MonthSource
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherMaintain control as development accelerates. Enforce application integrity with AI-powered testing and API quality across the SDLC.https://smartbear.com/
otherPowering the next era of software quality for the AI-driven SDLChttps://smartbear.com/
otherThe software development lifecycle is evolving faster than ever. AI is accelerating development, but it's also multiplying complexity. Traditional testing can't keep up with applications built at 10x speed.https://smartbear.com/
otherScale testing for AI-driven developmenthttps://smartbear.com/
otherJoin 32,000+ teams who trust SmartBear to deliver application integrity at every stage of development. Start testing, designing, and observing with the platform built for AI speed and scale.https://smartbear.com/
featuresAI-powered tools that help you deliver quality applications and APIs across the entire SDLChttps://smartbear.com/product/
featuresScalable, AI-enabled test management solution, helping agile teams boost productivity and deliver superior software.https://smartbear.com/product/
featuresAI-powered tools that help you deliver quality applications and APIs across the entire SDLChttps://smartbear.com/product/

These are first-party product claims, not independent measurements of AI-search visibility.

14

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where testrigor.com appears.1 first-page appearances across automated tester
Technical priorityMissing page titlehttps://smartbear.com/store/

Website intelligence — Collected evidence

Website evidence gaps

  • integrations: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

15

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
G2Collaborator vs. Review Board Comparison 2026 / G2Grounded web searchCollaborator(12)4.0 out of 5Collaborator By SmartBear ... Enterprise (66.7% of reviews) ... - Reviewers felt that Review Board meets the needs of their business better than Collaborator. - When comparing quality of ongoing product support, reviewers felt that Review Board is the preferred option. - For feature updates and roadmaps, our reviewers preferred the direction of Review Board over Collaborator. ... Per Year Purchase up to 5 packs to support 25 users. Configurable peer code review for te
TrustRadiusCollaborator Reviews & Ratings 2026Grounded web searchCollaborator is a code review product from SmartBear. It integrates with GitHub, GitLab and Atlassian’s Bitbucket pull request workflows. Every time a pull request is initiated, a Collaborator code review will be created.
smartbear.comPeer Review Together Even if You're a World ApartGrounded web search# Peer Review Together Even if You're a World Apart Collaborator is the source of truth you can rely on to meet safety and regulatory compliance for all code, document, artifact, and model reviews ... it is easy to build peer review frameworks that
G2SmartBear Products / Read 1436 Reviews on G2Grounded web searchSmartBear Products / Read 1436 Reviews on G2 # SmartBear 4.3 out of 5 stars 5 star 63% 4 star 30% 3 star 3% 2 star 1% 1 star 0% 1,436 reviews - 19 categories - 25 profiles Average star rating 4.3
rfp.wikiSmartBear · What Buyers Need to Know (2026)Grounded web search/Feature / Score & Rating / Details & Insights / / --- / ... reviews / / / 4.0 / 2 reviews / / Gartner Peer Insights / 4.3 / 122 reviews / / / 5.0 / 1 reviews / / RFP.wiki Score / 3.6 / Review Sites Score Average: 4.3 Features Scores Average: 3.9 /
bestdevops.comTop 10 Code Review Tools in 2026: Features, Pros, Cons & Comparison – Best DevOpsGrounded web search, and other version control systems. - Supports multi-repository and multi-project reviews. - Advanced comment and feedback management. - Code quality reports and metrics. - Customizable workflow and review templates.
smartbear.comIntuitGrounded web search. Collaborator goes far beyond this, particularly in reading information directly from the configuration management system to show ... It’s helpful to a team sitting together to perform a review, or it can be used asynchronously by people across the world

Customer proof

Proof typeNamed customer or sourceEvidence
Case studyCisco Systemscustomer case study — Our team is ... (Cisco Systems + Collaborator)
Case studyNVIDIAcustomer case study — As a result of using Collaborator, which includes over 150,000 reviews in the last ten years, NVIDIA has improved their products without sacrificing quality. (How the NVIDIA Tegra Team Accelerated Code & Document Reviews with Collaborator)
Case studyMentor Graphicscustomer case study — As a full-featured code review solution, SmartBear Collaborator is the only code review tool that also enables reviews of other project deliverables such as user stories, test plans and user documentation. (Mentor Graphics)

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

16

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipFounded on a beliefsource
Contact and supportNot published on the collected pages.—
Legal and privacyBy submitting this form, you agree to our Terms of Use and Privacy Policysource
Security and complianceCustomer Data. Notwithstanding Section 5(c) (Restricted Data) of the Agreement, Customer acknowledges and agrees that BugSnag requires the processing of certain production application data, including error logs, stacsource
Uptime and status pageNot published on the collected pages.—
Domain registered2003-07-03—
Domain expires2027-07-03—

Not found on the collected pages: contact and support, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

17

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
How to Implement an Effective Test Planning Process / SmartBear LearnGuidePublic tutorials and product guidance. (source)Not dated
Collaborator - Code Review Tool for Teams / SmartBearProduct updateProduct update is publicly available. (source)Not dated
Test Plan vs. Test Strategy: Understanding the Difference / SmartBear LearnRoadmapPublic product roadmap. (source)Not dated

Not found in the collected public sources: changelog or release notes, status page, separate help center or knowledge base.

Technical

18

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Not published on the collected pages.—
Platforms and appsNot published on the collected pages.—
API and extensibility (API, SDK, webhooks, MCP, plugins)Offers Eclipse and Visual Studio add-ins, and integrates with 11 SCMs S12 S37.S12 S37
Data ownership and exportAllows saving reviews to a zip file S12.S12
Performance and reliability claimsCollaborator shortens review timelines and accelerates time to market S12.S12
Release activityNot published on the collected pages.—
19

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2003-07-03 — GoDaddy.com, LLC
Domain expires2027-07-03
TLS certificateGoogle Trust Services, valid, expires 2027-01-11
Security headersnone served
Headers not servedHSTS, CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headercloudflare
Mail handled byus-smtp-inbound-1.mimecast.com, us-smtp-inbound-2.mimecast.com
Nameserversns-431.awsdns-53.com, ns-1701.awsdns-20.co.uk

Not measurable: wayback: rate limited by archive.org, ladder stopped after 1 probe(s); rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.

20

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 94/100
  • Critical issues: 1
  • Warnings: 12
  • Notices: 6

Issues

SeverityIssueValueAffected URL
noticeImages are missing alt text24https://smartbear.com/
criticalMissing page title—https://smartbear.com/store/
warningMissing meta description—https://smartbear.com/store/
warningPage should have one primary H10https://smartbear.com/store/
warningMissing canonical URL—https://smartbear.com/store/
noticeLow visible word count0https://smartbear.com/store/
warningMissing meta description—https://smartbear.com/ai/
noticeImages are missing alt text4https://smartbear.com/ai/
warningMissing meta description—https://smartbear.com/ai/labs/
warningMissing meta description—https://smartbear.com/ai/mcp-server/
warningTitle length should be reviewed78https://smartbear.com/product/testcomplete/
noticeMeta description length should be reviewed257https://smartbear.com/product/zephyr/
warningTitle length should be reviewed72https://smartbear.com/product/qmetry-test-management/
warningTitle length should be reviewed66https://smartbear.com/product/alertsite/
noticeMeta description length should be reviewed4https://smartbear.com/blog/
noticeImages are missing alt text1https://smartbear.com/blog/
warningDuplicate title in audit sample3https://smartbear.com/ai/
warningDuplicate title in audit sample3https://smartbear.com/ai/labs/
warningDuplicate title in audit sample3https://smartbear.com/ai/mcp-server/

Crawled pages

StatusTitleH1sWordsResponseURL
200Ship Quality Software at Scale \SmartBear171158 ms
200Missing title00162 mshttps://smartbear.com/store/
200Software Testing & Development Tools \SmartBear Products1108663 ms
200Application Integrity in the AI Era \SmartBear181749 ms
200SmartBear AI \SmartBear Software195951 ms
200SmartBear AI \SmartBear Software147935 ms
200SmartBear AI \SmartBear Software146343 ms
200Agentic QA for Modern Software Teams \BearQ by SmartBear169169 ms
200AI Software Quality Gap Report \SmartBear11695187 ms
200Automated API Testing Platform \API Testing Tools \ReadyAPI11130
200Automated Testing Tools \Desktop, Web & Mobile Test Automation \TestComplete1613
200Zephyr Test Management Products \SmartBear1916113 ms
200Scale Quality Rapidly with AI-Powered Test Management \QMetry SmartBear1668439 ms
200AlertSite — Synthetic Monitoring for Websites, APIs & Applications154831 mshttps://smartbear.com/product/alertsite/
200SmartBear Blog1337135 mshttps://smartbear.com/blog/

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

21

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct45.8%
search34.1%
search organic21.7%
search paid12.3%
social6.5%
social organic6.4%
social paid0.1%
referrals9.6%
paid referrals0.6%
mail1.0%
gen ai2.5%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

22

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention any alternative products or competitors. Evidence gaps include lack of detailed customer testimonials, specific deployment options, and security certifications. Open questions remain about the exact cloud vs. on-premise delivery model and API availability.

23

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from smartbear.com, including product, pricing, and company pages. The evidence catalog includes 179 entries, but only a subset directly pertains to Collaborator. External proof search was performed but did not yield additional verified customer reviews or ratings. Limitations include potential marketing bias and lack of independent verification of claims.

Paid against free, in your inbox

One job at a time: the paid tools worth paying for, the free ones you can run yourself, and who should pick which.

No tracking pixels. One click to leave. We use your address to send Stack Radar and nothing else. Privacy.