Steep vs Denodo

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

Denodo leads in AI visibility (73 vs 34)
Steep logo

Steep

EmergingModern Data Stack & Analytics Engineering

Business Intelligence

Copenhagen Denmark BI platform for modern data teams connecting to Snowflake and BigQuery; metric-centric analytics with fast warehouse-native query execution and clean opinionated UI designed as an alternative to legacy BI paradigms for analytics...

AI VisibilityBeta
Overall Score
D34
Category Rank
#155 of 161
AI Consensus
77%
Trend
stable
Per Platform
ChatGPT
39
Perplexity
34
Gemini
30

About

Steep is a business intelligence and analytics platform founded in 2021 and headquartered in Copenhagen, Denmark. The company was founded by former product and engineering leaders to build a BI tool optimized for the modern data team workflow — fast, warehouse-native query execution, a clean and opinionated UI, and first-class support for the metric-centric analytics workflows that analytics engineering teams are building. Steep positions itself as an alternative to legacy BI tools that carry the weight of decade-old UI paradigms and to overly complex enterprise platforms.\n\nSteep has raised pre-seed funding and operates as a lean, product-focused startup primarily targeting analytics engineering teams in Europe and growing technology companies. Its platform connects directly to Snowflake, BigQuery, and Redshift as the query engine, ensuring that all analysis runs against live warehouse data without intermediate caching layers that can serve inconsistent results. Steep's metric layer allows teams to define business metrics centrally and build dashboards around those metrics rather than one-off SQL queries, promoting consistency in how the company measures performance.\n\nSteep's dashboard experience is designed for both analysts building data products and business stakeholders consuming them, with a clean viewer mode that removes technical noise for non-technical audiences. The platform supports scheduled email and Slack delivery of dashboard snapshots, data alerting for metric threshold monitoring, and embedding for sharing dashboards in internal tools. Steep's European roots and GDPR-compliant data architecture make it a strong fit for European organizations with data residency requirements.

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Denodo logo

Denodo

LeaderData & Analytics

Data Virtualization & Logical Data Management

Denodo is the global leader in data virtualization, named a Gartner Magic Quadrant Leader for Data Integration Tools for six consecutive years (2025); integrates 200+ data sources without data movement;

AI VisibilityBeta
Overall Score
B73
Category Rank
#21 of 161
AI Consensus
85%
Trend
stable
Per Platform
ChatGPT
71
Perplexity
75
Gemini
77

About

Denodo is a Palo Alto-based enterprise software company and the globally recognized leader in data virtualization — a data management approach that creates a unified virtual data layer across disparate sources without physically moving or replicating data. Founded in 1999 and profitable for many years, Denodo''s platform integrates data from 200+ source types including relational databases, data lakes, cloud data warehouses, APIs, streaming systems, and unstructured sources — presenting a single, governed, real-time data interface to analytics tools, applications, and AI workloads. Gartner has named Denodo a Leader in its Magic Quadrant for Data Integration Tools for six consecutive years, including December 2025.

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AI Visibility Head-to-Head

34
Overall Score
73
#155
Category Rank
#21
77
AI Consensus
85
stable
Trend
stable
39
ChatGPT
71
34
Perplexity
75
30
Gemini
77
38
Claude
72
33
Grok
75

Key Details

Category
Business Intelligence
Data Virtualization & Logical Data Management
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Steep
Business Intelligence

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