The Personalization Problem
Every cold email tool promises "personalization." But what they usually mean is merge fields: {first_name}, {company}, {title}. This worked in 2020. In 2026, every prospect receives dozens of emails with these identical tokens. They're invisible.
Real personalization means referencing something specific about the prospect's business that only someone who did genuine research would know. It means understanding what their company actually does, what challenges they face, and how your product connects.
How AI Web Scraping Works
When you upload a lead list to Draft, the AI Researcher visits each prospect's company website in real time. It reads their homepage, about page, blog posts, product pages, and recent news. It extracts key information: what the company does, their target market, recent milestones, technology stack, and team size.
From Research to Personalized Copy
The AI then uses this research to draft an email that ties your product or service to their specific situation. Instead of "I noticed you work in SaaS," the email says "I saw that [Company] just launched a new API integration marketplace — scaling developer outreach for something like that is exactly where we help."
This level of personalization used to require 15-20 minutes of manual research per prospect. With AI web scraping, it happens in seconds — at scale, for every single prospect in your CSV.
Why This Matters for Reply Rates
Research-backed personalization signals to the prospect that this isn't a mass blast. It creates an immediate sense of relevance. Teams using Draft's AI-powered email writing see 3-5× higher reply rates compared to template-based outreach. The research quality is the difference.
Beyond Email: Multi-Channel AI Outreach
The same AI research powers LinkedIn outreach, too. Draft uses the scraped data to craft personalized connection requests and follow-up messages that reference the same prospect-specific insights. Learn more about Draft's AI SDR capabilities.
Real personalization, not merge fields.
Draft's AI scrapes prospects' websites and writes unique emails for each lead. Plans from $29/mo.
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