AI personalization

AI that drafts.
You decide.

Personalized openers built from real fields: mutual connections, group overlap, role transitions. By default, you approve every message before it sends.

In one sentence

Quillreach's AI personalization drafts every message, and by default you approve every AI-drafted message before it sends. Variables pull from real LinkedIn fields, not surface-scraped 'congrats on the new role' filler.

  • Why most LinkedIn AI personalization fails

    Tools that auto-send AI-drafted openers produce text a target spots in two seconds: generic compliments about a recent post, vague references to a company milestone scraped from a press release. Reply rates crater because the message reads like a model wrote it. The fix isn't a better model; it's an operator deciding whether each draft is good enough to send.
  • How approving AI drafts works

    When a sequence reaches a personalized step, the AI drafts a message using your prompt template plus the lead's variables. You approve, edit, or skip each draft with one keystroke. Approved messages send as drafted; edited messages send with your changes; skipped drafts never send. That review is the default on every AI step, and a step only sends AI drafts on its own if you switch it to.
  • Variables we pull from

    Mutual connections, shared groups, recent role transitions, profile location, company size + industry, posts the lead engaged with recently, and anything you've imported into a custom field via CSV. The variable picker in the sequence builder is searchable; start typing 'mutual' and it surfaces every related field.

Common questions

Yes. Every AI draft can be edited inline before you approve it. Edited drafts send as you wrote them, not as the model wrote them.

Try AI with human review

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