Mach9 vs Redis

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

Redis leads in AI visibility (79 vs 29)
Mach9 logo

Mach9

EmergingData & Analytics

General

Geospatial AI automating infrastructure mapping 96x faster than traditional surveying; $12M seed from Quiet Capital with Cruise founder backing for the $3T infrastructure market.

AI VisibilityBeta
Overall Score
D29
Category Rank
#751 of 1158
AI Consensus
75%
Trend
up
Per Platform
ChatGPT
35
Perplexity
27
Gemini
37

About

Mach9 is a geospatial AI company that automates infrastructure mapping and digital surveying — using AI to process 3D point cloud data (from LiDAR scans and mobile mapping vehicles) into accurate digital maps, asset inventories, and infrastructure models 96x faster than traditional manual methods. Founded and headquartered in the United States, Mach9 raised $14.5 million total including a $12 million seed round led by Quiet Capital with participation from Cruise founder Kyle Vogt and former Autodesk CEO Amar Hanspal, generating $2.9 million in revenue in 2024.\n\nMach9's Digital Surveyor product processes raw 3D scan data to automatically extract and classify infrastructure assets — road markings, curbs, signs, utility poles, guardrails, trees, and other elements — creating structured digital records that transportation agencies, utilities, and infrastructure owners need for asset management, maintenance planning, and capital project design. What previously required teams of surveyors to manually identify and record each asset from scan data is automated through Mach9's computer vision and AI classification models, enabling organizations to digitize their infrastructure at a fraction of the traditional cost and timeline.\n\nIn 2025, Mach9 targets the $3 trillion global infrastructure management market, competing with Pointerra (3D data management), Bentley Systems (infrastructure digital twins), and traditional survey firms supplemented by drone and LiDAR capture for infrastructure mapping and asset management. The backing from Kyle Vogt (Cruise's founder) and former Autodesk CEO provides deep credibility in the autonomous vehicles and digital construction sectors where infrastructure mapping is critical. The 2025 strategy focuses on growing with state DOTs (departments of transportation) and municipal infrastructure managers, expanding the asset classification library to cover more infrastructure types, and developing change detection capabilities that identify infrastructure changes between survey cycles.

Full profile
Redis logo

Redis

LeaderData & Analytics

General

In-memory database powering caches, sessions, and real-time AI workloads; Vector Search enables RAG applications using Redis as combined cache and vector store.

AI VisibilityBeta
Overall Score
B79
Category Rank
#12 of 1158
AI Consensus
61%
Trend
stable
Per Platform
ChatGPT
80
Perplexity
83
Gemini
71

About

Redis is an open-source, in-memory data structure store used as a database, cache, message broker, and streaming engine, and the company Redis Ltd. provides enterprise-grade Redis products and cloud hosting services. Created in 2009 by Salvatore Sanfilippo (antirez), Redis became one of the most popular open-source projects in computing, used by virtually every major technology company for caching, session management, real-time analytics, and pub/sub messaging. Redis Ltd. (the commercial company) was founded to provide enterprise support, Redis Enterprise features, and the Redis Cloud managed service.

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AI Visibility Head-to-Head

29
Overall Score
79
#751
Category Rank
#12
75
AI Consensus
61
up
Trend
stable
35
ChatGPT
80
27
Perplexity
83
37
Gemini
71
30
Claude
88
35
Grok
77

Key Details

Category
General
General
Tier
Emerging
Leader
Entity Type
brand
brand

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