Evidence.dev vs Rivery

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

Rivery leads in AI visibility (54 vs 34)
Evidence.dev logo

Evidence.dev

EmergingData & Analytics

Code-Based BI

Open-source BI framework for building data reports and dashboards as code using SQL and Markdown, enabling version-controlled, developer-native analytics publishing.

AI VisibilityBeta
Overall Score
D34
Category Rank
#150 of 161
AI Consensus
78%
Trend
stable
Per Platform
ChatGPT
31
Perplexity
33
Gemini
32

About

Evidence.dev is an open-source business intelligence framework founded in 2021 that takes a fundamentally different approach to reporting: instead of drag-and-drop dashboards, Evidence lets data teams write reports using SQL and Markdown in a code editor, then compiles them into fast, shareable static sites. This developer-native workflow treats reports as code — version-controlled in Git, reviewed in pull requests, and deployed through CI/CD pipelines — aligning data reporting with modern software engineering practices that data engineers already follow.

Full profile
Rivery logo

Rivery

ChallengerModern Data Stack & Analytics Engineering

Data Pipeline & Orchestration

Tel Aviv and NYC data pipeline platform raised $50M+ from Salesforce Ventures; unified ELT, reverse ETL, and workflow orchestration for cloud data warehouses with 200+ source integrations.

AI VisibilityBeta
Overall Score
C54
Category Rank
#75 of 161
AI Consensus
72%
Trend
stable
Per Platform
ChatGPT
54
Perplexity
51
Gemini
49

About

Rivery is a data pipeline and orchestration platform founded in 2018 and headquartered in Tel Aviv, Israel, with offices in New York City. The company was founded by Itamar Ben Hemo and Or Lenchner to build a unified data operations platform that covers data ingestion, transformation, reverse ETL (data activation), and workflow orchestration in a single environment. Rather than requiring data teams to stitch together separate tools for each stage of the data lifecycle, Rivery provides an integrated platform where all data workflows — from source connection to downstream activation — are managed and monitored in one place.\n\nRivery raised $50 million in funding from investors including Salesforce Ventures, YL Ventures, and Entrée Capital. The platform supports ingestion from more than 200 sources, in-pipeline transformations, and native reverse ETL to sync data from warehouses back into operational tools like Salesforce, HubSpot, and customer data platforms. Its orchestration engine allows teams to build dependency graphs across pipelines, trigger workflows based on events or schedules, and monitor data flow health through a unified dashboard. Rivery's integrated approach reduces the operational overhead of managing multiple single-function tools that each require separate infrastructure, monitoring, and maintenance.\n\nRivery serves data teams at mid-market and enterprise companies across e-commerce, fintech, and media who need a flexible, cloud-native data operations platform without the deployment complexity of open-source tools. The platform runs fully managed in the cloud with Rivery handling all infrastructure, scaling, and maintenance. Its visual pipeline builder makes it accessible to data analysts and business intelligence developers without deep engineering backgrounds.

Full profile

AI Visibility Head-to-Head

34
Overall Score
54
#150
Category Rank
#75
78
AI Consensus
72
stable
Trend
stable
31
ChatGPT
54
33
Perplexity
51
32
Gemini
49
40
Claude
60
34
Grok
58

Key Details

Category
Code-Based BI
Data Pipeline & Orchestration
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Evidence.dev
Code-Based BI
Only Rivery
Data Pipeline & Orchestration

Integrations

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