CARTO covers AI-driven geospatial analysis and location intelligence, focusing on cloud-native GIS, geospatial workflows, and maps in data warehouses. The content style leans toward tutorials, demonstrations, and conversations about AI Agents and spatial data science, with recent videos highlighting real-time mobility insights, AI-driven spatial analysis, and onboarding of CARTO AI Agents. The channel publishes frequently, with a catalog of 545 videos and an average of about 633 views per video, indicating steady, tutorial-oriented content with a mix of deep-dives and feature showcases.
AI geospatial analysisAI agents geospatialspatial data science
Both target AI-driven geospatial analysis and spatial data science, sharing high search overlap on queries like AI geospatial analysis and AI agents geospatial, with Matt Forrest showing deeper content overlap (78%) that aligns with CARTO's focus.
AI geospatial analysisAI agents geospatialgeospatial workflows
Both cover AI geospatial analysis and geospatial workflows; their search overlap is moderate (35%) but content is strong (85%), indicating they attract a similar audience with more workflow-oriented material than CARTO.
AI geospatial analysisspatial data sciencegeospatial AI tools
Both align on AI geospatial analysis and spatial data science, with Esri Events capturing a broad geospatial audience via high-search queries and CARTO-like content around geospatial tools (content 77%).
AI geospatial analysislocation intelligence platformAI agents geospatial
Both focus on AI geospatial analysis and location intelligence, sharing substantial audience interest through similar queries and producing content that overlaps with CARTO's geospatial tooling discussions.
AI geospatial analysisAI agents geospatialgeospatial AI tools
Both compete for attention on AI geospatial analysis and geospatial AI tools, with Google Research showing broad search interest matching CARTO’s topic space and complementary technical content.
geospatial AI toolsurban modeling geospatialenterprise GIS cloud
Both address geospatial AI tools and urban modeling geospatial topics, sharing a significant audience around geospatial tooling and enterprise-scale cloud GIS, as reflected in their query overlap.
Content Landscape
Discovered competitors include Matt Forrest (87% match, 41.3K subscribers) and Native GIS (65% match, 3.1K subscribers) as top matches, with Esri Events (59% match, 55.4K subscribers) and Esri (56% match, 56.6K subscribers) also closely aligned, and Google Research (56% match, 541K subscribers) as a major player. They share overlapping queries such as AI geospatial analysis, AI agents geospatial, geospatial workflows, spatial data science, and maps in data warehouses, indicating a shared focus on AI-enabled spatial analytics and cloud-native GIS capabilities. CARTO’s subscriber base (~6.4K) is smaller than the large platforms (Esri, Google Research) but similar to mid-tier competitors (Native GIS), highlighting a competitive landscape centered on AI-driven geospatial tools and location intelligence services.
AI geospatial analysislocation intelligence platformAI agents geospatialspatial data sciencegeospatial workflowscloud native GISgeospatial AI toolsdriving spatial analyticsmaps in data warehousespatial data democratizationurban modeling geospatialreal-time mobility insightspredictive geospatial analyticsgeospatial data pipelinesinteractive maps AIcloud data GISdistributed geospatial analyticsspatial data governancedemocratized mapping accesswarehouse analytics spatialspatial data orchestrationreal-time geospatial processinggeospatial data fabricslocation analytics platformsenterprise GIS cloudscalable location intelligencespatial data pipelinesAI for mapsgeospatial modeling toolslocation based insightssecure geospatial analysisgeo-enabled data warehousesspatial data visualizationurban analytics platformspredictive location analytics
Frequently Asked Questions
Which YouTube channels are most similar to CARTO?
Matt Forrest — 41.3K subscribers (87% match), Native GIS — 3.1K subscribers (65% match), Esri Events — 55.4K subscribers (59% match). All three are GIS-focused YouTube channels with content related to geographic information systems and spatial technology, similar to CARTO's emphasis on location intelligence.
What type of content does CARTO make?
CARTO creates videos about AI-driven spatial analysis, AI Agents, real-time mobility insights, onboarding and tools for geography using CARTO, with an average of 633 views per video. Upload frequency is implied by the list of recent video titles, showing multiple videos in a period such as Agentic GIS, BT uses CARTO’s AI Agents, Onboarding: CARTO AI Agents, and The Agentic Interface, suggesting regular content; the average views per video are approximately 633.
How do we determine which channels are similar to CARTO?
We analyze CARTO's recent videos, generate topic-relevant search queries, check YouTube search results, and compare the meaning of each channel's content to measure similarity. The result is a ranked list sorted by SERP overlap, semantic similarity, and search appearances.
