Grégoire Démogé
Co-founder & CPO at FullEnrich
Grégoire is the Co-founder and CPO of FullEnrich. With 15,000 LinkedIn followers, he posts daily on AI cost curves, build-vs-buy decisions, and the product economics of data enrichment. He brings the operator perspective — the one who knows exactly what it costs to find a phone number across 20 vendors.
data enrichment toolssales intelligenceB2B data vendorsGTM engineeringenrichment software
Articles by Grégoire Démogé
October 26, 2026
Data Enrichment vs Data Enhancement: What's the Difference?
Enhancement fixes the data you have. Enrichment adds what's missing. See both applied to one CRM record, and why you should run them in that order.
October 26, 2026
Bulk Enrichment: How to Enrich a CSV of Contacts in One Pass
Bulk enrichment fills work emails, mobiles and job data for a whole contact list at once. Prep the CSV, run a test batch, read the results, import safely.
October 26, 2026
First-Party Data Enrichment: What It Is, Examples, and How to Do It
First-party data enrichment adds missing details, such as job title, work email or mobile, to records you already own. See examples, steps and tools.
October 24, 2026
10 Best B2B Contact Databases 2026 for B2B Teams
The best B2B contact database depends on budget, company size and region. Compare ZoomInfo, Apollo, Cognism and 7 more by use case, price and G2 rating.
October 21, 2026
AI Data Enrichment: What It Is, How to Run It, and Where It Breaks
AI can guess a company's industry, not a working email. See which CRM fields to trust to an LLM, plus a Claude workflow that checks contacts before you pay.
October 9, 2026
Top 10 Enrichment API Tools for B2B Data Teams in 2026
Compare 10 enrichment APIs on coverage, billing on misses, pricing, sync vs async speed and MCP support, with September 2026 prices and a 30-minute test.
September 23, 2026
Apollo Waterfall Enrichment: How It Works and Where It Falls Short
Apollo waterfall enrichment queries 20 connected providers after Apollo's own database. How the cascade works, what each credit buys and where it falls short.
September 17, 2026
CRM Data Enrichment: How It Works, Examples & Best Practices
CRM data enrichment fills missing emails, phones, job titles and company data in your CRM. Learn how it works, what to enrich and how to set it up safely.
September 14, 2026
10 Best Waterfall Enrichment Tools in 2026 (Compared)
We compared 10 waterfall enrichment tools on architecture, verification, billing trigger, pricing and published benchmarks, including the independent study where we lose.
September 14, 2026
10 Best Waterfall Enrichment Tools in 2026 (Compared)
April 29, 2026
11 Best Reverse Email Lookup Tools in 2026 (Free and Paid)
Compare 11 reverse email lookup tools, free and paid: what each free plan covers, which ones handle Gmail signups, and what a match costs.
April 29, 2026
What Is Data Enrichment? Definition, Use cases, Examples and How It Works
Data enrichment adds verified emails, phones and company data to the records you already have. See a before/after example, the types, and when to refresh.
April 29, 2026
9 Benefits of Data Enrichment for Sales Teams (and When They Don't Show Up)
More conversations, fewer bounces, reps back to selling. The 9 benefits of data enrichment for sales teams, and the one condition they all depend on.
February 8, 2025
GTM Engineer: A Guide to the Role Reshaping B2B GTM Teams
What is a GTM engineer? The technical go-to-market role automating revenue pipelines. How it differs from RevOps, skills needed, and why it's the fastest-growing role in B2B.