AI cold email personalization

How to personalize cold emails with account and contact research

Twain uses your campaign brief, CRM context, and live web evidence to qualify each prospect, then writes the email from that research.

  • Sources stay attached to the draft
  • Missing evidence stays visible
  • Your team reviews before sending
Mohamed Chahin Founder & CEO · Twain Ultra
Hypothetical Merge Unified campaign
Public evidence Twain publicly documents bidirectional Salesforce and HubSpot sync
Used in the email Whether Twain needs a third CRM integration

What Twain uses before it writes the email

Twain does not treat a first name and company as enough context. It checks four inputs before it decides whether to write and which evidence belongs in the email.

  1. 01
    Company knowledgeYour ICP, offer, proof, and language Twain should use.
  2. 02
    Campaign briefWho you want to reach, why now, and what the email must do.
  3. 03
    CRM contextAccount history, ownership, and facts your team already knows.
  4. 04
    Live web researchCurrent evidence that changes the qualification, angle, or wording.

One email with the sources and decisions behind it

Twain shows the sources, what it could not verify, and why it chose that message angle.

A hypothetical campaign, researched in Ultra

Why Twain wrote this email

We ran a hypothetical Merge Unified campaign with Mohamed Chahin as the prospect. Ultra checked the public evidence, built the Thesis and Strategy, and wrote the draft below.

02 Strategy decision

Ask what happens after Salesforce and HubSpot without assuming demand

Ultra did not assume that Twain needs a third CRM integration. It framed a third integration as a technical-fit question and left out claims about buying intent, partnership, ROI, headcount, pricing, and customer metrics.

The subject and body are shown exactly as Ultra generated them, with no manual edits.
Merge did not send this message, and the example does not imply a relationship, evaluation, or partnership between Merge and Twain.

Questions about AI cold email personalization

Give Twain one prospect and your campaign brief. Review the research and generated email before it moves into your workflow.

Write one cold email from real prospect research