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Compare Workflows vs Marketing by Data

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Winner

Workflows

Multi-Channel Outreach Website

Workflows is an AI-first growth studio that builds content engines, automated outbound, ABM ads, and AI RevOps agents for B2B tech companies. They combine AI workflows with human expertise to deliver end-to-end go-to-market systems that drive revenue growth.

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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	Workflows	Marketing by Data
Category	Multi-Channel Outreach	B2B Lead Generation
Rating	Winner +4.5 higher	-
Location	New York, USA	Burbank, California
Services	Content engine & LinkedIn distribution End-to-end automated outbound (email + LinkedIn) AI RevOps agents & CRM automation ABM ad funnels & audience building ICP/TAM modelling, list building & enrichment Analytics, attribution & optimization 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	Content engine & LinkedIn distribution End-to-end automated outbound (email + LinkedIn) AI RevOps agents & CRM automation ABM ad funnels & audience building ICP/TAM modelling, list building & enrichment Analytics, attribution & optimization 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 Services Consumer Goods Fashion Retail Health & Wellness Legal Services
Pros	AI-first approach that combines automation with human strategy Outcome-based pricing model for some engagements Full-stack GTM services from content to RevOps Strong case studies with measurable pipeline results	Serves a wide range of industries including legal, e-commerce, and local services Offers free SEO audit and consultation to demonstrate value upfront
Cons	No client reviews available on major platforms like Clutch or G2 Project-based pricing may be less transparent for budget planning Best suited for B2B tech companies, may not fit all verticals	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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