Team

Samuel Edwards

Samuel Edwards is the Chief Marketing Officer at DEV.co , SEO.co , and Marketer.co , where he oversees all aspects of brand strategy, performance marketing, and cross-channel campaign execution. With 15+ years of experience in digital advertising, SEO, and conversion optimization, Samuel leads a data-driven team focused on generating measurable growth for clients across industries.

Samuel has helped scale marketing programs for startups, eCommerce brands, and enterprise-level organizations, developing full-funnel strategies that integrate content, paid media, SEO, and automation. At search.co, he plays a key role in aligning marketing initiatives with AI-driven search technologies and data extraction platforms.

He is a frequent speaker and contributor on digital trends, with work featured in Entrepreneur, Inc., and MarketingProfs. Based in the greater Orlando area, Samuel brings an analytical, ROI-focused approach to marketing leadership.

Articles

By Samuel

50 posts

Samuel Edwards

By Samuel

SLA Clauses That Matter in an Enterprise Scraping Contract

Why Manual Research Breaks at Scale

What Smart Companies Track Before Entering New Markets

Why Cross-Functional Teams Need Shared Insight Systems

Making Sense of Messy Markets Without Slowing Down

Why Research Teams Need Better Internal Adoption

The Cost of Relying on Outdated Market Assumptions

Why More Data Does Not Always Mean Better Decisions

How Better Intelligence Improves Go-to-Market Planning

What Makes an Insight Actually Useful

Turning Fragmented Data Into Strategic Clarity

Why Research Should Start Before Budget Planning

Why Research Quality Matters More Than Research Volume

How to Spot Weak Signals Before They Become Trends

Building a Research Function Without Building a Huge Department

Why Speed to Insight Now Beats Size of Team

How to Shorten the Path From Insight to Action

How Fast-Moving Teams Turn Research Into Revenue

Why Research Bottlenecks Are Costing Companies Growth

The New Moat: Proprietary Search Infrastructure as a Competitive Advantage

Turning Competitive Noise Into Clear Signals

What Executives Actually Want From Research Teams

Why First-Party Data Is Becoming a Bigger Competitive Edge

What Better Research Ops Look Like in 2026

Why Every Company Will Need an Internal Search Engine by 2030

What to Ask Vendors Before Signing an Enterprise Web Research Contract

Unstructured Chaos to Structured Insights: How Enterprise Search Unlocks Hidden Value

The Future of Search Isn't Google - It's You: Enterprise Search in the Age of LLMs

Search Is the Interface: Why AI and Retrieval Are Merging into a Single Layer

How AI-Powered Search Improves Productivity Across Knowledge Work Teams

From Gut Feeling to Data-Driven: Why Smart Brands Are Using AI for Market Research

How AI Market Research Supercharges Your SEO and PPC Campaigns

Uncover Hidden Market Opportunities with AI Market Research

The Role of Generative AI in Modern Search Campaigns

What a 90-Day Enterprise Web Research POC Actually Costs

Why Legacy Search Tools Like SharePoint Are Getting Replaced by AI Search Engines

AI Isn’t Enough: Why Retrieval, Search, and Scraping Still Matter

Building a Next-Gen Market Research Stack: Proxies, RAG, Vectors & Beyond

Scraping at Scale: How Enterprise Proxies Power Modern Data Extraction

Ingest, Index, Interrogate: Using RAG Pipelines to Turn Raw Data Into Market Insights

Proxy vs API: When to Scrape, When to Buy—and How to Scale Either

How AI + Human-Guided Market Research Is Replacing Legacy Research Firms

How to Build a Private GPT for Your Business Using RAG + Vector Databases

From Retail to Real Estate: 10 Industries Using Proxy-Powered Web Scraping for Competitive Insights

The Role of AI Market Research in Strategic Business Planning

Natural Language Processing (NLP) in Market Research: Explained

Optimizing Crawler Efficiency With Dynamic Resource Allocation

Automating Market Research with AI-Enhanced Data Feeds

Leveraging Webhooks for Real-Time Data Delivery

Case Study: How One Enterprise Increased ROI with AI Market Research