Incorta vs Looker

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

Looker leads in AI visibility (90 vs 53)
Incorta logo

Incorta

ChallengerData & Analytics

Unified Data & Analytics Platform

Incorta is a unified data analytics platform eliminating traditional ETL with Direct Data Mapping® technology; $202M raised; serves Fortune 5 to Global 2000 customers including Broadcom, Equinix, and Credit Suisse;

AI VisibilityBeta
Overall Score
C53
Category Rank
#84 of 161
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
57
Perplexity
48
Gemini
57

About

Incorta is a data analytics company whose platform fundamentally rethinks how enterprises access and analyze complex operational data. Founded in 2012 and headquartered in San Mateo, California, Incorta built its differentiation around Direct Data Mapping® — a proprietary technology that allows the platform to connect directly to any source system (ERP, CRM, financial systems) and query data at full granularity without the need for traditional data modeling, aggregation layers, or complex ETL pipelines. This enables business analysts to get from raw operational data to actionable insights in a fraction of the time required by conventional BI and data warehouse approaches.

Full profile
Looker logo

Looker

LeaderData & Analytics

Business Intelligence

Google Cloud BI platform with LookML semantic layer ensuring consistent metric definitions across enterprises; $2.6B Google acquisition competing with Tableau and Power BI for enterprise self-service analytics.

AI VisibilityBeta
Overall Score
A90
Category Rank
#7 of 161
AI Consensus
69%
Trend
stable
Per Platform
ChatGPT
90
Perplexity
84
Gemini
84

About

Looker is a business intelligence and data analytics platform now part of Google Cloud — providing the LookML data modeling language, self-service exploration tools, embedded analytics, and natural language querying capabilities that enable data teams to define metrics once and make them available consistently across the organization. Founded in 2012 in Santa Cruz, California by Lloyd Tabb and Ben Porterfield, Looker was acquired by Google for $2.6 billion in 2019 and has been integrated into Google Cloud as the primary BI platform alongside Google Looker Studio (formerly Data Studio).

Full profile

AI Visibility Head-to-Head

53
Overall Score
90
#84
Category Rank
#7
75
AI Consensus
69
stable
Trend
stable
57
ChatGPT
90
48
Perplexity
84
57
Gemini
84
56
Claude
96
51
Grok
91

Key Details

Category
Unified Data & Analytics Platform
Business Intelligence
Tier
Challenger
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Looker
Business Intelligence

Integrations

Looker is classified as company (part of Google Cloud).

Track AI Visibility in Real Time

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