Key takeaways
- AI is strongest at reading public information quickly and turning it into a draft.
- It can invent facts, treat old news as new and flatter, so drafts need review.
- Good drafts need three kinds of context: who you are, who the reader is and why now.
- For most teams, AI should draft and a person should send.
What can AI do well in email personalisation
AI is good at reading a lot of public information quickly and turning it into a usable draft. The tasks it handles well are the ones that used to fill a seller's morning.
- Summarising a company's website, news and job adverts into a few relevant points.
- Suggesting which of your problems fits that company.
- Drafting an opening line and a body in a set voice.
- Rewriting one message for different roles in the same segment.
- Checking a draft against your voice guide for words you avoid.
Where does AI personalisation go wrong
AI personalisation goes wrong when it invents, overstates or flatters. A model can state something untrue, treat an old announcement as news or write a compliment no person would send.
Drafts with no voice guidance also tend to sound alike, so a hundred of them read as one generic voice. The fix is context and review: give the assistant your positioning and voice, ask for sources, and read before sending.
What context does AI need to personalise well
AI needs three kinds of context: who you are, who the reader is and why you are writing now. Who you are covers your offer, proof and voice. Who the reader is covers their company, role and problem. Why now is the trigger.
A draft written with all three is usually close to sendable. A draft missing one is the generic email everyone deletes.
Should AI send personalised emails on its own
For most teams, AI should draft and a person should send, at least until the drafts are consistently right. Automatic sending at scale multiplies every mistake.
Keeping drafts in the seller's own mailbox means a person sees each message, can fix it and owns the relationship that follows.
Where Pebbles Ai fits
- FoundationCompany IntelCompany Intel gives the assistants your Business knowledge and Brand voice, the who-you-are context, without briefing them in every chat.
- CapabilityResearch & analysisAssistants research a company from its website and public sources and cite them with inline numbered citations you can check, which helps you catch a wrong fact before it reaches a draft.
- CapabilityOutreach contentGenerated emails are saved as drafts in your connected Gmail or Outlook mailbox, so a person reads and sends each one.
Common questions
Can AI write a whole personalised email?
Yes, it can draft the whole message. The quality depends on the context it is given, and a person should check the facts and tone before it goes.
Does AI personalisation work for cold email?
It works best when it is grounded in a real trigger and your own positioning. Without those, AI produces fluent but generic emails.
Is my company data used to train AI models when Pebbles Ai personalises emails?
No. Your company information is never used to train an AI model; Company Intel is working context the assistants draw on.
About this page. Written by the Pebbles Ai team for people who run sales, marketing and growth. Last updated .
