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Compare SG Analytics vs Refine Labs

Side-by-side comparison of features, pricing, services, ratings and more.

SG Analytics

Data & Analytics Website

SG Analytics is a global data insights and analytics company that helps enterprises transform complex data into actionable insights using AI, machine learning, and research-driven intelligence.

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Refine Labs

Paid Advertising & PPC Website

Refine Labs is a Boston-based B2B demand generation agency that helps mid-market and enterprise SaaS companies change the way they measure and execute marketing. Its Revenue Engine Optimization services and The Vault learning platform are designed to drive qualified pipeline, lower CAC, and improve win rates.

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Feature Comparison

Attribute	SG Analytics	Refine Labs
Category	Data & Analytics	Paid Advertising & PPC
Rating
Location	New York, New York	Boston, MA, USA
Features	Robust enablement through The Vault, community, and content, helping clients internalize	Robust enablement through The Vault, community, and content, helping clients internalize
Services	Data Analytics Data Science Data Visualization Machine Learning and AI Marketing Advice Market Research Paid media strategy and execution (LinkedIn, Google, YouTube, Meta, Reddit, CTV) Content and creative development Account-based marketing programs Split the Funnel and Pipeline Sources analysis Analytics and reporting on CAC, pipeline, and win rates Change management and strategic consulting The Vault on-demand education platform with playbooks, templates, and training	Data Analytics Data Science Data Visualization Machine Learning and AI Marketing Advice Market Research Paid media strategy and execution (LinkedIn, Google, YouTube, Meta, Reddit, CTV) Content and creative development Account-based marketing programs Split the Funnel and Pipeline Sources analysis Analytics and reporting on CAC, pipeline, and win rates Change management and strategic consulting The Vault on-demand education platform with playbooks, templates, and training
Industries	Insurance Manufacturing Media & Entertainment	B2B SaaS Technology
Pros	Serves regulated industries like financial services and insurance with bespoke solutions	Employee reviews often highlight smart colleagues, a learning-oriented culture,
Cons	No public client reviews available on Semrush profile Pricing transparency is low. custom quotes required for most engagements	Employee feedback indicates that periods of fast scaling have included layoffs and
Website	Visit Site	Visit Site

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