Raymond Le, Founder at Scravio

Raymond Le

Founder at Scravio

In 2019, my team and I were deep in the trenches of generating leads for our clients. We tried all sorts of outbound tools — Apollo, ZoomInfo, you name it. They got the job done, kind of. But the more we used them, the more we kept hitting the same wall: the data was out of date. People had changed jobs, emails kept bouncing, and the folks in those databases just weren't the same ones actually checking their inboxes anymore.

So what do you do in that situation? You build your own solution. In 2019, my team and I quietly got to work building a private tool that scraped emails directly from social media and websites in real time — no static databases, no stale exports. Just fresh contacts that were actually active online. We kept it internal — it was our ace in the hole, and it worked. Clients started seeing real results from campaigns that were finally reaching the right people.

Then in 2025, I made a decision: it was time to let others in on it. I kept seeing the same frustrations everywhere — wasted ad spend, low reply rates, outdated prospect lists — hitting marketing teams and businesses of all sizes. I knew we had something that could genuinely fix that. So we built Scravio into a proper cloud-based SaaS platform for anyone who needs fresh, real email data — not a snapshot from 2 years ago.

Whether you're running B2B outreach, building a list for a product launch, or scaling B2C campaigns — Scravio was made for exactly this kind of work. That's why I write about lead generation, email scraping, and outbound strategy the way I do: not from a textbook, but from years of dealing with the same problems you're facing right now.

Areas of Expertise

Lead GenerationEmail OutreachB2B ProspectingEmail ValidationGrowth Engineering

Articles by Raymond Le (37)

Free Email Scraper Tools in 2026: Cleaner Email Lists, No Upfront Cost
Email Scraper Tools

Free Email Scraper Tools in 2026: Cleaner Email Lists, No Upfront Cost

A 2026 comparison of free email scraper tools — Scravio, Outscraper, Mailmeteor and Thunderbit — judged on free access, built-in email checks, duplicate removal, setup requirements and export options before you commit to a paid plan.

Published
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17 min
Email Scraper vs Email Finder: Which Is Better for B2B Leads?
Lead Generation

Email Scraper vs Email Finder: Which Is Better for B2B Leads?

Email scraper vs email finder, explained for B2B teams — when to discover new prospects from public sources, when to look up contacts for known accounts, and why verification matters either way.

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12 min
Twitter Influencer Outreach: Find Emails on X (Twitter) & Pitch Creators
Twitter Influencer Outreach

Twitter Influencer Outreach: Find Emails on X (Twitter) & Pitch Creators

A practical twitter influencer outreach playbook: find niche creators on X, pull verified emails from public bios, pinned tweets, and media kits, and write pitches creators actually reply to — with Scravio automating the X profile to verified email step.

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10 min
Best Facebook Page Email Scraper Tools (Tested on Real Campaigns)
Facebook Email Scrapers

Best Facebook Page Email Scraper Tools (Tested on Real Campaigns)

A 2026 comparison of the best Facebook page email scraper tools — Scravio, Apify, Bright Data, PhantomBuster, and Octoparse — ranked on verified emails, coverage, ease of use, and real campaign results.

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17 min
Facebook Group Lead Generation: Get High-Quality Leads
Facebook Lead Generation

Facebook Group Lead Generation: Get High-Quality Leads

A practical 4-step system to turn Facebook Groups into a steady source of qualified B2B leads — find the right communities, spot buying signals, capture intent, and move conversations into your CRM without spamming.

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15 min
Catch-all Email Verification: How To Safely Email Catch-all Domains
Email Verification

Catch-all Email Verification: How To Safely Email Catch-all Domains

A 2026 guide to catch-all email verification — what catch-all domains are, why SMTP probes can't confirm them with certainty, how they damage bounce rate and sender reputation, and the segmentation, volume-control, and dedicated-domain workflow that lets you safely email catch-all addresses in cold outreach.

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17 min
How to Reduce Cold Email Bounce Rate Below 3% (Step‑by‑Step Guide)
Email Deliverability

How to Reduce Cold Email Bounce Rate Below 3% (Step‑by‑Step Guide)

A 2026 step-by-step guide to keeping cold email bounce rate under 3% — list hygiene and verification, SPF/DKIM/DMARC plus domain warm up, safe sending limits and content, and continuous monitoring with Scravio's integrated scraping and verification workflow.

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12 min
Best YouTube Email Scraper Tools in 2026 (Tested & Compared)
YouTube Email Scrapers

Best YouTube Email Scraper Tools in 2026 (Tested & Compared)

A 2026 ranking of the best YouTube email scraper tools — Scravio, ScraperCity, Apify, PhantomBuster, and Bright Data — tested across email validity, ease of use, integrations, and cost per verified email across 14-day cold outreach campaigns.

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21 min
TikTok Influencer Email Finder: Find Creator Contacts in Seconds
Influencer Outreach

TikTok Influencer Email Finder: Find Creator Contacts in Seconds

A TikTok influencer email finder turns hours of bio-checking and Linktree-hopping into a repeatable workflow — search by username, keyword, or hashtag, extract public creator emails with a 4-layer verification stack, deduplicate, and export verified lists ready for outreach.

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16 min
Best TikTok Email Scraper Tools in 2026 (Ranked & Tested)
TikTok Email Scrapers

Best TikTok Email Scraper Tools in 2026 (Ranked & Tested)

A 2026 ranking of the best TikTok email scraper tools — Scravio, Apify, TokScraper, multi-platform scrapers, and influencer scrapers — tested across accuracy, targeting, pricing, ease of use, and compliance for outreach, B2B, and agency campaigns.

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12 min
How SaaS Founders Use LinkedIn to Find Their First 100 Customers
SaaS Growth

How SaaS Founders Use LinkedIn to Find Their First 100 Customers

A 30-day playbook to use LinkedIn as a high-intent customer acquisition channel: define your ICP, rebuild your profile as a landing page, build a 100-prospect list, run non-spammy DMs, and track a clean funnel to your first paying SaaS customers.

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14 min
From Instagram Followers to CSV Leads for B2B SaaS
Lead Generation

From Instagram Followers to CSV Leads for B2B SaaS

A practical, end-to-end workflow for B2B SaaS teams: how to export Instagram followers, structure and filter them for ICP fit, verify and deduplicate emails, and import the final CSV into CRM and cold-email tools — turning raw audience data into a qualified lead asset.

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15 min
Instagram Hashtag Lead Generation: 5 Strategies to Find Your ICP
Lead Generation

Instagram Hashtag Lead Generation: 5 Strategies to Find Your ICP

A practical, repeatable workflow for B2B teams: how to use niche, competitor, pain-point, and event hashtags as ICP filters on Instagram, then extract and verify emails into outbound-ready CSV lead lists in 2026.

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12 min
Email Scraping for Lead Generation: Build a B2B Contact List Fast
B2B Prospecting

Email Scraping for Lead Generation: Build a B2B Contact List Fast

Turn publicly available data into a verified B2B contact list with a structured email scraping workflow — define ICP, scrape from the right sources, verify, segment, and run controlled cold outreach without burning sender reputation.

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8 min
Instagram Influencer Email Finder: Complete Guide For Brands & Creators
Influencer Outreach

Instagram Influencer Email Finder: Complete Guide For Brands & Creators

An Instagram influencer email finder turns scattered bio-checking and contact buttons into a structured workflow — search by niche, hashtag, or location, verify public business emails, deduplicate, and export ready-to-send influencer lists at scale.

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12 min
Social Media Email Scraping Guide
Email Scraping

Social Media Email Scraping Guide

A practical guide to social media email scraping — how it works on Instagram, LinkedIn, Facebook, YouTube, X/Twitter, and TikTok, what data to collect, where the legal lines are, and which use cases (B2B, creator, recruitment) actually pay off.

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12 min
Best LinkedIn Email Finder Tools in 2026 (Real Data & Use Cases)
LinkedIn Email Finder Tools

Best LinkedIn Email Finder Tools in 2026 (Real Data & Use Cases)

A 2026 head-to-head of the 6 best LinkedIn email finder tools — Scravio, GetProspect, Snov.io, Hunter, Apollo, and Lemlist — scored on accuracy, coverage, UX, and pricing across 200–400 LinkedIn profile batches.

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17 min
LinkedIn Email Scraping: 2026 B2B Prospecting Playbook
B2B Prospecting

LinkedIn Email Scraping: 2026 B2B Prospecting Playbook

LinkedIn does not expose work emails directly. This playbook reframes LinkedIn email scraping as a structured workflow: define your ICP, find the right decision makers on LinkedIn, enrich profiles into verified business emails, and run multi-channel sequences.

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11 min
How to Build Cold Outreach Email Lists Using Social Media Scraping
Cold Email Strategy

How to Build Cold Outreach Email Lists Using Social Media Scraping

A full playbook for building cold outreach email lists from social media scraping — define your ICP, find high‑intent pockets on LinkedIn, Instagram, TikTok, YouTube, Twitter/X, and Facebook, scrape verified contact data, segment by industry and role, and automate personalized sequences without burning your sender reputation.

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11 min
What Is Cold Email? Complete Guide for Beginners 2026
Cold Email Basics

What Is Cold Email? Complete Guide for Beginners 2026

A 2026 beginner-friendly guide to cold email — what cold email actually is, how it still works in 2026, what makes it legal vs spam, the core elements that drive replies, and a step-by-step framework for writing your first cold email that opens real business conversations.

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18 min
TikTok Guide: How to Scrape Emails from TikTok in 2026
TikTok Lead Generation

TikTok Guide: How to Scrape Emails from TikTok in 2026

A 2026 playbook for TikTok email scraping — how a TikTok email scraper discovers creator emails across bios and link‑in‑bio pages, how to extract and verify at scale, and how to turn verified lists into personalized outreach that avoids spam filters and compliance issues.

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11 min
YouTube Email Scraper Guide for Verified Channel Emails
YouTube Lead Generation

YouTube Email Scraper Guide for Verified Channel Emails

Turn niche keywords into structured YouTube creator email lists — with filters for country, language and subscribers, verified business emails, and a compliant workflow you can plug straight into your outreach stack.

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15 min
10 Best Email Verification Tools to Clean Your Email List Fast (2026)
Email Verification

10 Best Email Verification Tools to Clean Your Email List Fast (2026)

A 2026 buyer's guide to 10 email verification tools — Scravio, ZeroBounce, NeverBounce, Hunter, Bouncer, MillionVerifier, and more compared on accuracy, bulk speed, real-time API, and pricing so you can pick the right verifier for your list size and budget.

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16 min
Email Verification Guide: How to Validate Email Addresses (2026)
Email Verification

Email Verification Guide: How to Validate Email Addresses (2026)

A 2026 email verification guide — validate syntax, MX records, and mailbox existence; compare bulk vs real-time workflows; pick the right email verification tool; and apply list hygiene practices that protect deliverability at scale.

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14 min
What is Cloud-Based Email Scraping (vs. Desktop Tools)?
Email Scraping

What is Cloud-Based Email Scraping (vs. Desktop Tools)?

Cloud-based email scraping runs extraction jobs on remote servers with built-in proxy rotation, scheduling, verification, and CRM integration. Compare it to desktop tools across scalability, IP safety, automation, and team collaboration — then pick the right option for your workflow.

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12 min
What is Email Scraping? How It Works & Use Cases
Email Scraping

What is Email Scraping? How It Works & Use Cases

A complete guide to email scraping — how the crawl, extract, and clean pipeline works, where scrapers find public contact data, real-world B2B and recruitment use cases, and how to stay compliant with GDPR, CAN-SPAM, CASL, and CCPA.

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18 min
How to Scrape Emails from Facebook Groups (2026)
Facebook Lead Generation

How to Scrape Emails from Facebook Groups (2026)

3 methods to scrape emails from Facebook groups in 2026 — a free Google search trick, group membership questions, and automated email scraper tools.

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13 min
Best Email Scraper Tools in 2026 (Tested & Ranked)
Email Scraper Tools

Best Email Scraper Tools in 2026 (Tested & Ranked)

A practical 2026 comparison of the best email scraper tools — ranked by data quality, verification, source coverage, and workflow fit — so SaaS teams, agencies, and outbound teams can match the right tool to how they actually build lead lists.

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Read time
18 min
How to Scrape Emails from LinkedIn in 2026 (5 Methods)
LinkedIn Lead Generation

How to Scrape Emails from LinkedIn in 2026 (5 Methods)

LinkedIn has over a billion professional profiles but keeps email addresses hidden. This guide covers 5 methods — manual, Chrome extensions, cloud platforms, Scravio step-by-step, and API approaches — to find verified business emails safely.

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26 min
How To Scrape Emails From Instagram: 6 Methods (2026)
Instagram Lead Generation

How To Scrape Emails From Instagram: 6 Methods (2026)

Six proven methods to scrape verified business emails from Instagram in 2026 — profile contact info, followers, hashtags, post engagers, bios, and location-based extraction.

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15 min