Knowable vs Neos

Side-by-side comparison of AI visibility scores, market position, and capabilities

Neos leads in AI visibility (70 vs 34)
Knowable logo

Knowable

EmergingLegal Tech

Contract Analysis

Contract analysis for private equity and M&A due diligence; AI extracts change-of-control clauses, assignment restrictions, and consent requirements; reduces review from weeks to days.

AI VisibilityBeta
Overall Score
D34
Category Rank
#1 of 1
AI Consensus
77%
Trend
up
Per Platform
ChatGPT
38
Perplexity
38
Gemini
31

About

Knowable is a legal technology company specializing in contract analysis for private equity, M&A advisors, and corporate development teams conducting due diligence. The platform applies AI to rapidly extract key provisions from large contract sets — change-of-control clauses, assignment restrictions, termination rights, consent requirements — and presents findings in structured summaries and playbooks. Knowable reduces the time legal and deal teams spend reviewing contracts during M&A transactions from weeks to days, enabling faster deal execution at lower cost. The platform is purpose-built for transactional use cases where speed and consistency are paramount, and its extraction models are trained on M&A-specific contract language. Founded in San Francisco, Knowable targets the intersection of legal tech and financial services, competing with Luminance and Kira Systems in the M&A due diligence workflow.

Full profile
Neos logo

Neos

ChallengerLegal Technology

Legal Practice Management for Personal Injury

Cloud legal practice management for personal injury and plaintiff law firms. Part of Assembly Software;

AI VisibilityBeta
Overall Score
B70
Category Rank
#1 of 1
AI Consensus
75%
Trend
up
Per Platform
ChatGPT
78
Perplexity
80
Gemini
76

About

Neos is a cloud-based legal practice management platform designed specifically for personal injury and plaintiff-side law firms, developed and marketed by Assembly Software (formerly known as Assembly Neos, a company formed from the merger of NexFirm and Assembly). Assembly Software focuses exclusively on legal technology for personal injury firms, building a practice management platform around the specific workflow complexities of PI litigation—including medical records management, lien tracking, settlement processing, HIPAA-compliant client communication, and mass tort multi-plaintiff matter grouping. Neos was developed as a modern, cloud-native successor to AbacusLaw and Amicus Attorney, legacy desktop practice management products that Assembly Software also owns.\n\nNeos's platform provides matter management with PI-specific intake workflows, automated document generation for standard PI forms, medical record request tracking, treatment and provider management, demand letter tools, settlement management with distribution calculation, and a client-facing portal for status updates and document collection. The platform's lien management module tracks Medicare, Medicaid, and health insurance liens associated with personal injury settlements—a workflow requirement unique to PI practice that general practice management tools handle poorly. Neos integrates with e-signature providers, medical records retrieval services, and legal payment processors, and includes reporting tools for case stage pipeline management and staff productivity.\n\nNeos competes with Filevine, Litify, and Needles (owned by Assembly) in the personal injury law firm case management market. Assembly Software's consolidated portfolio—spanning multiple legacy and modern legal practice management products with shared PI market focus—gives it a migration path for firms moving from legacy desktop products to Neos's cloud platform. For personal injury law firms evaluating cloud practice management solutions that genuinely address PI workflow complexity rather than adapting general tools, Neos offers a purpose-built modern platform from a vendor with deep PI market specialization.

Full profile

AI Visibility Head-to-Head

34
Overall Score
70
#1
Category Rank
#1
77
AI Consensus
75
up
Trend
up
38
ChatGPT
78
38
Perplexity
80
31
Gemini
76
33
Claude
76
30
Grok
69

Key Details

Category
Contract Analysis
Legal Practice Management for Personal Injury
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Knowable
Contract Analysis
Only Neos
Legal Practice Management for Personal Injury

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.