⚡Stack Radar

Static Analysis & Type · Reviewed 27 Oct 2026

DeepSource

AI code review platform for clean, secure code.

free tier · deepsource.com ↗

Paid against free › Static Analysis & Type › DeepSource

DeepSource at a glance
68.4KEstimated total trafficModeled monthly visits2.5KRanking keywordsPublic search sample97/100Technical health15 pages checked4.9KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

DeepSource is an AI code review platform that helps engineering teams ship clean, secure code with confidence S1. It is used by developers and security teams to automatically detect and fix code quality issues, security vulnerabilities, and dependency risks on every commit S24 S7. The platform integrates with pull request workflows to provide inline reviews, automated fixes, and quality gates, enabling faster and safer software delivery S17 S48.

02

Product identity and positioning

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

  • Identity: DeepSource is an AI code review platform S1.
  • Core purpose: Helps engineering teams ship clean, secure code by automating code review and security analysis S1.
  • Intended users: Engineering teams, developers, and AppSec teams S1 S7.
  • Product scope: A platform offering AI code review, SAST, SCA, IaC security, and code quality analysis S1 S7 S17 S25 S24.
  • Positioning: Positioned as the AI code review platform for fast-moving teams and their agents S1.
  • Claimed distinction: Claims industry-leading SAST engine and highest F1 score on the OpenSSF CVE Benchmark S17 S48.
03

Use cases and audiences

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

AudiencePractical use case
Engineering teamsAutomatically detect and fix code quality issues on every commit to merge pull requests faster S24.
AppSec teamsPrioritize vulnerabilities using reachability analysis and custom risk scoring beyond CVSS/EPSS S7.
Development teamsEnforce quality and security gates to block pull requests that don't meet standards S17.
Security-conscious organizationsStay audit-ready with vulnerability reports mapped to OWASP Top 10 and SANS Top 25 S48.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
AI Code ReviewDetects bugs, security issues, and anti-patterns in every pull request with inline review and autofixes S107 S48.
Static Analysis (SAST)Scans every commit for security issues, supporting OWASP Top 10 and SANS/CWE Top 25 S17.
Software Composition Analysis (SCA)Scans dependencies for vulnerabilities and license compliance, with reachability analysis and remediation paths S7.
Infrastructure-as-Code SecurityDetects security misconfigurations in Terraform and CloudFormation S48.
Code QualityAutomatically detects and fixes code quality issues on every commit S24.
Quality GatesCreate blocking rules for issues that must be fixed before merging S17 S24.
License ComplianceCatches copyleft and restrictive OSS licenses before they create legal risk S48.
AI Agent IntegrationFeeds review insights and structured feedback into AI coding agents or MCP-compatible apps S48.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
SCM providersIntegrationNatively integrates with SCM providers to run analysis without additional build steps S24.
Jira, GitHub Issues, Slack, VantaIntegrationAutomates workflow by connecting code review findings to issue tracking and communication tools S17.
GraphQL APIAPIProvides a full GraphQL API to bring DeepSource into custom workflows S48.
WebhooksWebhookReal-time webhook events for workflow automation S48.
MCP-compatible appsAI interfaceFeeds review insights into AI coding agents or MCP-compatible applications S48.
BYOK for AI ReviewIntegrationBring your own API keys from Anthropic AI model, OpenAI, or Google AI model; inference runs on your infrastructure S107.

Pricing

11

Pricing and plans

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

Plan or offerVerified price and billingIncludedLimits
Open Source$0 S107Unlimited public repositories, 1,000 pull request reviews per month S107No private repositories S107
Team$24 per user per month, billed yearly S107Unlimited pull request reviews, $100 AI credit per user per year, 3 dependency-scanning targets S107AI Review billed at $8 or $15 per 10K processed lines S107
EnterpriseCustom pricing S107Self-hosted deployment, SSO, BYOK for AI Review S107Not published S107
Free Trial14-day free trial, no credit card required S107Up to $50 in bundled AI Review credits S107Not established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
qodo.ai415.8ai powered code review platform
pieces.app111ai powered code review platform
greptile.com113ai powered code review platform
reddit.com115ai powered code review platform
youtube.com115deepsource
github.blog116ai powered code review platform
github.com117ai powered code review platform
news.ycombinator.com1110deepsource

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.

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 1.9%

Scout traffic model did not return a separate AI-referral trend series for this domain.

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
featuresYour team is writing more code with AI. DeepSource automates code reviews so you ship to production faster — catching security issues, improving code quality, and helping your team write better code. 14-day free trial.https://deepsource.com/
featuresAI Code Review Platformhttps://deepsource.com/
featuresYour team is writing more code with AI. DeepSource automates code reviews, so you can ship to production faster with confidence.https://deepsource.com/
featuresUse any AI copilot to write code. DeepSource will help you ensure it's clean and secure.https://deepsource.com/platform/ai
featuresIntroducing, an SCA platform that truly understands your codebase. Built for modern AppSec with reachability analysis, Autofix™ AI, baseline PR gates, and license compliance.https://deepsource.com/platform/sca
featuresAI Code Review Platformhttps://deepsource.com/
featuresYour team is writing more code with AI. DeepSource automates code reviews, so you can ship to production faster with confidence.https://deepsource.com/
featuresDeep code review with hybrid static analysis and AI agents. High-signal, low false-positive issues and structured feedback across security, quality, complexity, and coverage.https://deepsource.com/
featuresCatch bugs, anti-patterns, and security vulnerabilities on every pull request. Powered by 5,000+ deterministic rules along with our state-of-the-art AI review agent.https://deepsource.com/
featuresDeepSource Autofix™ AIhttps://deepsource.com/platform/ai
featuresLet Autofix™ AI clean up your code.https://deepsource.com/platform/ai
featuresUse any AI copilot to write code. DeepSource will help you ensure it's clean and secure.https://deepsource.com/platform/ai
featuresAI-powered remediation.https://deepsource.com/platform/ai
featuresUse AI to fix issues automatically. You can see the diff of changes before accepting the fix with confidence.https://deepsource.com/platform/ai
featuresShip good code faster, with Autofix™ AI.https://deepsource.com/platform/ai
pricingStart with a 14-day free trial and up to $50 in bundled AI Review credits, no credit card required.https://deepsource.com/pricing
pricingAI Review and Autofix™ AI-powered code review that detects bugs, security issues, and anti-patterns in every pull request, with automatic fixes.$100 annual credit included per userStandard: $8/10K processed LOCAdvanced: $15/10K processed LOChttps://deepsource.com/pricing
integrationsThe AI Code Review Platform for fast-moving teams and their agents.https://deepsource.com/blog/deepsource-vanta-integration-soc2
integrationsThe AI Code Review Platform for fast-moving teams and their agents.https://deepsource.com/blog/importance-of-software-documentation
integrationsThe AI Code Review Platform for fast-moving teams and their agents.https://deepsource.com/blog/integration-with-gitlab-pipelines

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

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where qodo.ai appears.4 first-page appearances across ai powered code review platform

Website intelligence — Collected evidence

Website evidence gaps

  • 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

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
G2Compare Codacy and DeepSource Social Share OptionsGrounded web searchCodacy(28)4.6 out of 5Codacy By Codacy DeepSource(22)4.6 out of 5DeepSource By DeepSource ... Codacy Star Rating (28) 4.6 out of ... DeepSource Star Rating (22) 4.6 out of 5 Market Segments Small-Business (85.7% of reviews
RightAIChoiceDeepsource Pricing & Features (2026) / RightAIChoiceGrounded web search14 mentions across 3 sources (Hacker News, YouTube, Product Hunt), 12 more we could not attribute · researched Oct 15, 2026. 58% positive 42% critical ... - + PR-native inline comments and merge gates make fixing issues feel mandatory, not optional - + Autofix patches ship alongside findings, turning review into a queue-clearing exercise - + 5,000+ deterministic rules back the AI agent, giving it grounding beyond raw LLM output - + Secrets detection validated against 165+ providers, plus an open
ShouldIUseDeepSource Review 2026: Pricing & Pros / Should I Use ItGrounded web searchsay Users consistently praise ease of use, while some Reddit threads recommend incumbents like SonarQube instead. > “Users consistently praise the ease of…” G2 review summary > “Suggest with the team to start using Sonarqube or…” Reddit, r/dotnet
ZendiktCode Quality and Static Analysis: 10 platforms rankedGrounded web searchBy submitting you agree to share these details with Snyk Code. See our About page for how Zendikt operates. 4. #4 ### DeepSource G2 ★★★★★ ★★★★★ 4.5 (220) Modern zero-config code-quality automation. DeepSource is a modern code-quality platform, founded 2018 and last raising a Series A in 2022. The product covers static analysis across 10+ languages, autofix (Autofix AI), and code coverage. Strengths: zero-config Git integration, fast onboarding, clean autofix experience, transparent per-contribut
stackpick.netDeepSource Review 2026 / Pricing, Pros & Cons / StackpickGrounded web search— free usage is now limited to public/open-source repositories. Static analysis can miss runtime ... . Skip it if: You need AI-powered code review that catches logic and semantic issues — DeepSource's strengths are deterministic static analysis, not
G2Compare Codecov and DeepSource Social Share OptionsGrounded web searchCodecov(10)3.9 out of 5Codecov By Codecov DeepSource(22)4.6 out of 5DeepSource By DeepSource At a Glance Codecov Star Rating (10) 3.9 out of 5 ... standard code coverage reports with nothing other than what you get using your native testing tools.
aicodereview.ccDeepSource Review (2026) / ACRGrounded web search) AI-powered static analysis with 5,000+ rules, sub-5% false positive rate, Autofix AI for automated remediation, and AI code review in five dimensions. Rating 4.3 Starting Price $24/user/month Free Plan Yes Languages 16 Integrations 7
deepsource.comYour green light to ship with confidence.Grounded web search## Deep code review with hybrid static analysis and AI agents. High-signal, low false-positive issues and structured feedback across security, quality, complexity, and coverage. ... , and security vulnerabilities on every pull request. Powered by 5,000+
listicler.comDeepSource Review: AI code review with sub-5% false positive rateGrounded web searchDeepSource is an AI code review and static analysis platform that automatically finds and fixes bugs, anti-patterns, performance issues, and security flaws with a guaranteed sub-5% false positive rate. ... noise ratio high - AI review engine catches issues

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • Launch HN: DeepSource (YC W20) – Find and fix issues during code reviews — 105 points by dolftax on March 11, 2020 / hide / past / favorite / 27 comments ... Hi HN! We're Jai and Sanket — founders of DeepSource (https://deepsource.io). We’re automating objective parts of code review using static analysis to ensure the code is free of common issues (anti-patterns, bug risks, performance bottlenecks, and security flaws) before a reviewer looks at it. This prevents the reviewer from having to manually point out objective issues and ensures they don’t make it to production

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.

17

Company, security, and trust

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

SignalFindingSource
Company and ownershipCo-founder & Presidentsource
Contact and supportNot published on the collected pages.—
Legal and privacyCookie Notice. By clicking "Accept All," you agree to the storing and use of cookies, web beacons, and similar technologies as described in our Privacy Statement, for various purposes, including to enhance site navigatiosource
Security and complianceSOC 2 Type II Compliantsource
Uptime and status pageNot published on the collected pages.—
Domain registered2001-09-18—
Domain expires2032-09-18—

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.

18

Documentation and product updates

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

Resource or updateTypeWhat is availableDate or freshness
DeepSource Go analyzer is now generally available • DeepSourceRelease notesDeepSource's Go analyzer is now generally available, with support for 10 package managers and 150+ issues such as bug riks, antipatterns, security and more. (source)Not dated
Importance of software documentation • DeepSourceDocumentationChanges to software are inevitable. Documentation is essential to make the code clear, readable and help the teams understand its context even after years. (source)Not dated
DeepSource SCAProduct updateProduct update is publicly available. (source)Not dated

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

Technical

19

Technical and delivery signals

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

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Offers self-hosted deployment for Enterprise plans S107.S107
Platforms and appsWeb application; no native mobile or desktop apps mentioned S1.S1
API and extensibility (API, SDK, webhooks, MCP, plugins)Provides a full GraphQL API and real-time webhook events S48.S48
Data ownership and exportNot published on the collected pages.—
Performance and reliability claimsClaims industry-leading SAST engine that runs thousands of scans on every commit S17.S17
Release activityAnnounced general availability of Go analyzer S127.S127
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2001-09-18 — Cloudflare, Inc.
Domain expires2032-09-18
First archived2002-03-29 — web archive
TLS certificateGoogle Trust Services, valid, expires 2026-11-08
Security headersHSTS
Headers not servedCSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headercloudflare
Nameservershera.ns.cloudflare.com, karl.ns.cloudflare.com
21

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: 97/100
  • Critical issues: 0
  • Warnings: 3
  • Notices: 12

Issues

SeverityIssueValueAffected URL
noticeMeta description length should be reviewed218https://deepsource.com/
noticeMeta description length should be reviewed35https://deepsource.com/platform/sast
noticeImages are missing alt text13https://deepsource.com/platform/sast
noticeImages are missing alt text3https://deepsource.com/platform/sca
noticeImages are missing alt text13https://deepsource.com/platform/code-quality
noticeImages are missing alt text45https://deepsource.com/platform/iac-security
noticeMeta description length should be reviewed10https://deepsource.com/platform/code-coverage
noticeImages are missing alt text45https://deepsource.com/platform/code-coverage
noticeMeta description length should be reviewed10https://deepsource.com/platform/ai
noticeImages are missing alt text53https://deepsource.com/platform/ai
noticeImages are missing alt text67https://deepsource.com/directory
noticeImages are missing alt text6https://deepsource.com/blog
warningPage should have one primary H17https://deepsource.com/changelog
warningDuplicate meta description in audit sample2https://deepsource.com/platform/code-coverage
warningDuplicate meta description in audit sample2https://deepsource.com/platform/ai

Crawled pages

StatusTitleH1sWordsResponseURL
200DeepSource: The AI Code Review Platform1117268 mshttps://deepsource.com/
200DeepSource is joining Harness • DeepSource164867 mshttps://deepsource.com/blog/deepsource-joins-harness
200Benchmarks • DeepSource1375845 mshttps://deepsource.com/benchmarks
200Customers • DeepSource1198136 mshttps://deepsource.com/customers
200Pricing • DeepSource162051 mshttps://deepsource.com/pricing
200Contact Sales • DeepSource115850 mshttps://deepsource.com/contact/sales
200DeepSource SAST157952 mshttps://deepsource.com/platform/sast
200DeepSource SCA169758 mshttps://deepsource.com/platform/sca
200DeepSource Code Quality & Static Analysis158445 mshttps://deepsource.com/platform/code-quality
200DeepSource IaC Security124740 mshttps://deepsource.com/platform/iac-security
200DeepSource Code Coverage125074 mshttps://deepsource.com/platform/code-coverage
200DeepSource Autofix™ AI148862 mshttps://deepsource.com/platform/ai
200DeepSource Directory141953 mshttps://deepsource.com/directory
200DeepSource Blog \Code Quality and Security Insights • DeepSource1176828 ms
200DeepSource Changelog • DeepSource7149444 mshttps://deepsource.com/changelog

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

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct19.5%
search33.3%
search organic33.3%
search paid0.0%
social2.6%
social organic2.6%
social paid0.0%
referrals41.6%
paid referrals0.0%
mail1.0%
gen ai1.9%
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

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors by name. Evidence gaps include lack of detailed customer case studies, independent review ratings, and specific performance metrics beyond marketing claims. Open questions remain about the exact capabilities of the AI review and the scope of the free plan for private repositories, as the blog announcement may predate current pricing.

24

Sources, method, and limitations

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

This report is based on 15 collected pages from deepsource.com, including product pages, pricing, blog posts, and the about page. The evidence catalog includes 180 items, with sources ranging from identity statements to feature descriptions and pricing details. External proof search was enabled but only performed one web search request; no external review profiles were scraped. Limitations include potential recency issues with blog posts and the absence of third-party verification for 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.