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Compare Refine Labs vs Marketing by Data

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

Winner

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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Marketing by Data

B2B Lead Generation Website

Marketing by Data is an industry-leading digital marketing agency since 2008, specializing in SEO, paid ads, and data-driven strategies. They also train other agencies on digital marketing techniques, offering a full suite of services from strategy to execution.

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Feature Comparison

Attribute	Refine Labs	Marketing by Data
Category	Paid Advertising & PPC	B2B Lead Generation
Rating	Winner +4.5 higher	-
Location	Boston, MA, USA	Burbank, California
Features	Robust enablement through The Vault, community, and content, helping clients internalize	Robust enablement through The Vault, community, and content, helping clients internalize
Services	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 Advertising Display Ads Native Advertising PPC Retargeting and Remarketing Video Marketing Marketing Advice Lead Generation Market Research SEO Link Building Local SEO Mobile SEO Technical SEO	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 Advertising Display Ads Native Advertising PPC Retargeting and Remarketing Video Marketing Marketing Advice Lead Generation Market Research SEO Link Building Local SEO Mobile SEO Technical SEO
Industries	B2B SaaS Technology	B2B Services Consumer Goods Fashion Retail Health & Wellness Legal Services
Pros	Employee reviews often highlight smart colleagues, a learning-oriented culture,	Serves a wide range of industries including legal, e-commerce, and local services Offers free SEO audit and consultation to demonstrate value upfront
Cons	Employee feedback indicates that periods of fast scaling have included layoffs and	No client reviews or ratings available on Semrush profile Minimum project budget of $1,000 may not suit micro-businesses
Website	Visit Site	Visit Site

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