⚡Stack Radar

Legal AI for Lawyers · Reviewed 24 Oct 2026

Harvey

AI platform for legal work with research, drafting, document analysis, and agents.

· harvey.ai ↗

Paid against free › Legal AI for Lawyers › Harvey

Harvey at a glance
1.5MEstimated total trafficModeled monthly visits3KRanking keywordsPublic search sample98/100Technical health15 pages checked0Referring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Harvey is an AI platform for legal work, enabling research, drafting, document analysis, and end-to-end matter execution with source citations S10. It is used by law firms and corporate legal teams to handle complex legal tasks, with features like Vault for document review and Agents for workflow automation S82 S17. The platform aims to help professionals develop expertise faster by unifying institutional knowledge and trusted sources in one environment S1 S10.

02

Product identity and positioning

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

  • Identity: Harvey is an AI platform for legal and professional services S1.
  • Core purpose: It solves the problem of time-consuming legal work by automating research, drafting, and document analysis S10.
  • Intended users: Law firms and corporate legal teams worldwide S82.
  • Product scope: A platform with components like Vault, Agents, and Command Center, not a single app S15 S17 S21.
  • Positioning: Harvey positions itself as the operating system for legal and professional services S1.
  • Claimed distinction: It claims to help professionals develop expertise faster by blending industry knowledge with innovation S1.
03

Use cases and audiences

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

AudiencePractical use case
Law firmsAutomate document review and due diligence across thousands of files S15.
Corporate legal teamsManage contracts and optimize external counsel relationships S82.
In-house legal teamsHandle thousands of agreements with AI-assisted review and drafting S111.
Legal operationsUse Command Center to prove and grow AI programs with analytics S21.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Legal researchConduct research with source citations, grounding answers in authoritative sources S10 S110.
Document reviewAnalyze thousands of documents at once with traceable extractions, using Vault S15.
Agentic workflowsDeploy AI agents that execute legal work end to end, with human review checkpoints S17.
Custom agentsBuild tailored agents that capture your expertise for consistent work S17.
Analytics and benchmarkingTrack usage, gain insights, and benchmark against peers via Command Center S21.
CollaborationWork securely with colleagues and external partners in shared spaces S15 S10.
Knowledge managementCreate and share knowledge bases from internal documents S15.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Microsoft 365 CopilotIntegrationAccess legal intelligence directly in the workflow S108.
WordIntegrationDraft and redline directly inside documents S111.
OutlookIntegrationTriage email, draft replies, and summarize threads S111.
SharePointIntegrationAccess existing files and templates without uploads S111.
iManageIntegrationSync materials from document management systems S15.
Google DriveIntegrationSync materials from cloud storage S15.
LexisNexisIntegrationAccess US case law, statutes, and regulations S110.
APIAPIEnable further customization for specific workflow requirements S110.

Pricing

11

Pricing and plans

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

Plan or offerVerified price and billingIncludedLimits
EnterpriseContact sales S1Not establishedNot established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
mycase.com224ai law firm, ai legal tool
litera.com111ai legal tool
alston.com112ai law firm
legalfly.com112ai legal tool
lawconnect.com113ai law firm
lexisnexis.com113ai legal tool
clio.com114ai law firm
reddit.com114ai legal tool
law-ai.org115ai law firm
smokeball.com115ai legal tool

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: 0.7%
MonthSource
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
trustLegal AI tailored for leading law firms and corporate legal teams worldwide. Harvey streamlines contract analysis, due diligence, compliance, and litigation.https://www.harvey.ai/
featuresAnalytics, benchmarking, and agentic insights to lead their organization’s AI transformationhttps://www.harvey.ai/platform
featuresAnalytics, benchmarking, and agentic insights to lead their organization’s AI transformationhttps://www.harvey.ai/platform/agents
featuresAnalytics, benchmarking, and agentic insights to lead their organization’s AI transformationhttps://www.harvey.ai/platform/command-center

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 mycase.com appears.2 first-page appearances across ai law firm, ai legal tool

Website intelligence — Collected evidence

Website evidence gaps

  • pricing: no usable public page was collected; verify whether the site publishes this evidence.
  • 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
TooliverseHarvey AI Review 2026 - Legal AI AgentsGrounded web searchHarvey compresses case law research and bulk document review for large legal teams, returning cited, reviewable drafts in minutes instead of days. Reviewers credit its Vault, Word and Outlook integration, and firm-grounded security, and say its legal training shows in nuance generic models miss. The tradeoffs are real: pricing is enterprise-only and opaque, drafting often reads stiff, and citations need verification. For firms that can buy in, the research speed justifies the editing; smaller pr
FeaturedCustomers140 Harvey Customer Reviews & References / FeaturedCustomersGrounded web searchRead 83 Harvey reviews and testimonials from customers, explore 49 case studies and customer success stories, and watch 8 customer videos to see why companies chose Harvey as their Legal AI Software ... to assist with tasks such as contract analysis, due
asceroai.comHarvey AI in Big Law — What the Deployment Data Actually Shows — Ascero AI NewsGrounded web searchfirmwide rollout - Average 2-3 hours saved per week per ... - 30% reduction in contract review time on the workflows where Harvey is the primary ... - 7-hour average savings on complex document analysis (typically the
blockchain.newsHarvey AI Shows 35% Productivity Gains as Legal Tech Firm Eyes $11B Valuation - Blockchain.NewsGrounded web searchdisputes firm, reported a 35% increase in overall case capacity after deploying Harvey. Initial case reviews that previously took 7-10 days now complete in minutes or hours, according to CEO Rohit Singal. The firm estimates approximately 8 hours saved per

Customer proof

Proof typeNamed customer or sourceEvidence
Case studyLegal IT Insidercustomer case study — - 100 per cent of law firms agreed or strongly agreed that their lawyers would be upset or disappointed if their Harvey licenses were taken away. (RSGI releases first-of-its-kind study into the value and adoption of legal Gen AI tool Harvey - Legal IT Insider)

Independent mentions

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 ownershipJoin our team and help Harvey shape the future of professional services.source
Contact and supportNot published on the collected pages.—
Legal and privacyRequire SOC 2 Type II, ISO 27001 and 27701, GDPR/CCPA compliance, encryption at rest and in transit, BYOK support, and robust role-based access controls.source
Security and complianceHarvey meets the highest industry standards for security and compliance. We include all default controls that enterprise teams expect: SAML SSO, audit logs, IP allow-listing, data lifecycle management, and more.source
Uptime and status pageNot published on the collected pages.—
Domain registered2017-12-15—
Domain expires2033-04-11—

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 Choose the Right Legal AI for Your Team / HarveyGuideWhether you're a law firm or an in-house team, evaluating legal AI platforms can be tedious. Before you decide, see the top factors we suggest considering. (source)Not dated
Harvey’s Top 5 Product Releases of 2025Release notesLooking back at Harvey’s top releases of the year and what they unlocked for legal teams. (source)Not dated

Not found in the collected public sources: public roadmap, 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)Harvey is deployed on Microsoft Azure, indicating cloud delivery S116.S116
Platforms and appsAvailable on web, with mobile and Word/Outlook add-ins mentioned S15.S15
API and extensibility (API, SDK, webhooks, MCP, plugins)Offers an API for customization and supports custom MCP connectors S110 S1.S110 S1
Data ownership and exportNot published on the collected pages.—
Performance and reliability claimsNot published on the collected pages.—
Release activityProduct updates and releases are documented, including top 5 releases of 2025 S112.S112
19

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2017-12-15 — MarkMonitor Inc.
Domain expires2033-04-11
TLS certificateLet's Encrypt, valid, expires 2027-01-20
Security headersHSTS, CSP
Headers not servedX-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headerVercel
Mail handled byaspmx.l.google.com, alt2.aspmx.l.google.com
Nameserversns-cloud-b2.googledomains.com, ns-cloud-b4.googledomains.com

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: 98/100
  • Critical issues: 0
  • Warnings: 5
  • Notices: 2

Issues

SeverityIssueValueAffected URL
warningTitle length should be reviewed84https://www.harvey.ai/blog/harvey-raises-dollar550m-at-a-dollar155b-valuation-to-help-legal-teams-own-their-intelligence
noticeMeta description length should be reviewed223https://www.harvey.ai/platform/command-center
noticeMeta description length should be reviewed191https://www.harvey.ai/platform/contract-intelligence
warningDuplicate title in audit sample2https://www.harvey.ai/
warningDuplicate title in audit sample2https://www.harvey.ai/
warningDuplicate meta description in audit sample2https://www.harvey.ai/
warningDuplicate meta description in audit sample2https://www.harvey.ai/

Crawled pages

StatusTitleH1sWordsResponseURL
200Harvey \AI software for legal and professional services1160769 ms
200Harvey Raises $550M at a $15.5B Valuation to Help Legal Teams Own Their Intelligence1114946 mshttps://www.harvey.ai/blog/harvey-raises-dollar550m-at-a-dollar155b-valuation-to-help-legal-teams-own-their-intelligence
200Harvey \AI software for legal and professional services1160769 ms
200Harvey is built for high stakes: Who we work with \Harvey1109179 ms
200Secure legal AI for the most sensitive matters \Harvey1169092 ms
200Legal AI platform overview, features, and impact \Harvey1134547 ms
200Harvey Agents \Legal AI for Workflow Automation11741197 ms
200Harvey Vault \AI Document Review & Due Diligence1140161 ms
200Harvey Knowledge \Legal Research & Knowledge Management14090166 ms
200Harvey Spaces \Secure Legal Client & Firm Collaboration11867229 ms
200Harvey Command Center \Analytics and Benchmarking for Legal AI11781206 ms
200Harvey Contract Intelligence \AI Contract Review & Insight11901215 ms
200Harvey Horizon Scanning \Regulatory & Compliance Monitoring11729181 ms
200Harvey Intake \Legal Front Door & Request Management1154047 ms
200Harvey Connector Library \Legal AI Integrations & MCP11391172 ms

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
direct71.0%
search18.8%
search organic16.7%
search paid2.2%
social3.0%
social organic2.5%
social paid0.5%
referrals3.8%
paid referrals0.7%
mail1.9%
gen ai0.7%
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 specific competitors by name. Pricing details are limited to contact sales, with no public pricing tiers. Specific security certifications (e.g., SOC 2) are not detailed. Customer counts are mentioned but not broken down by segment. The platform's performance and uptime metrics are not published.

23

Sources, method, and limitations

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

This report is based on 15 collected pages from harvey.ai, including product pages, blog posts, and company information. The evidence catalog includes static and rendered page captures. External proof search was enabled but only one request was made, with no verification requests. Limitations include lack of public pricing details and limited third-party reviews.

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