Crustdata vs Looker

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

Looker leads in AI visibility (90 vs 38)
Crustdata logo

Crustdata

EmergingData & Analytics

General

Crustdata provides real-time B2B company and people data APIs, giving sales teams and GTM platforms access to fresh firmographic and LinkedIn signals for more accurate prospecting.

AI VisibilityBeta
Overall Score
D38
Category Rank
#117 of 161
AI Consensus
77%
Trend
stable
Per Platform
ChatGPT
42
Perplexity
34
Gemini
44

About

Crustdata is a B2B data infrastructure company that provides real-time APIs delivering fresh company and professional data for sales intelligence, go-to-market automation, and AI agent workflows. Traditional B2B data providers refresh their databases infrequently, leading to stale firmographic data, outdated contact information, and missed signals about company changes like funding rounds, headcount shifts, and leadership transitions—signals that sales teams need to act on in real time.

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

38
Overall Score
90
#117
Category Rank
#7
77
AI Consensus
69
stable
Trend
stable
42
ChatGPT
90
34
Perplexity
84
44
Gemini
84
41
Claude
96
39
Grok
91

Key Details

Category
General
Business Intelligence
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Looker
Business Intelligence

Integrations

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

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