Personalized outreach at scale
Produce outreach in your voice for many recipients from one prompt — each output specific enough that the recipient feels named, not bucketed.
Personalize outreach to originators, realtors, and borrowers at scale — without sounding mass-produced. The combination of voice preservation, account-specific context, and intentional cadence is what separates a relationship from a sequence of AI-flavored emails.
Start here
Produce outreach in your voice for many recipients from one prompt — each output specific enough that the recipient feels named, not bucketed.
Build a cadence for a single account that combines email, call, and social touchpoints — with intentional gaps where over-touching would hurt the relationship.
Walk into tomorrow knowing which accounts get touched, in what order, with what message — instead of opening Outlook and reacting to whatever surfaces.
Three sales-communication moves
One prompt, many tailored outputs. The skill is supplying enough account-specific context — the realtor's recent loans, what changed in their week, the borrower's situation — that each output is real, not a mail merge.
The AE's voice, not Claude's default polish. Realtors and originators have a working sense of how you write — a single AI tell signals "they didn't write this," and the rest of the message reads through that filter.
Which touchpoint when, and why. Cadence is what makes a relationship feel built rather than transactional. Designed touchpoints — including designed gaps — turn outreach from spam into presence.
Where the work happens
Account context, recent activity, last-touch dates. Cowork can pull the file, read the context, and produce draft outreach that knows what's actually happening with that contact.
Main surfaceQuick rewrites of a specific message, tone adjustments, a different opener. Fast for single-touch edits where you don't need full account context.
Quick rewritesThe future surface — outreach produced inside the app you're already using, with the account context already loaded. This is where most GMFS sales work will eventually flow through.
In-appSales communications
One recent message of yours, in the voice you want, pasted into the prompt. Without that, Claude defaults to a faint AI polish that doesn't match anything a partner has seen from you before.
The realtor's recent files, the last time you talked, what they care about, what changed this week. Generic outreach reads as generic; account-specific outreach reads as real.
"I want her to know rates held flat and to send me one referral by Friday." Naming the outcome forces the message to do one job — which is the difference between a touch and a transaction.
"Give me three opens for this email — one specific, one warm, one direct. I'll pick." Three variations forces the trade-off into the open instead of letting Claude default to the boring middle.
Especially the first few weeks. The cost of catching a wrong name, a wrong loan, or a wrong tone is small. The cost of sending it is real and lasting.
Prompt upgrade
Write a follow-up email to my realtor partners.
Outreach-ready prompt
Draft a Friday recap email to Maria Lopez, my realtor partner. Her three active GMFS files: Anderson (cleared appraisal today), Patel (still on appraisal dispute), Chen (on track for Aug 15). What changed this week: rate sheet held flat, no surprises. Voice: match my-voice-sample.docx — direct, specific, no formality. One ask: anything she wants me to push on over the weekend. Under 80 words.
Best patterns
When rates or programs move, draft a partner-specific note for each active relationship — naming what changed and what it means for their pipeline.
The post-close window is the highest-leverage referral moment. A personalized thank-you with a specific ask earns more referrals than a generic one — by a lot.
Accounts that have gone quiet for 60+ days. The reactivation message is the hardest one to write well — and where Claude with a real voice sample compounds.
File received, condition cleared, loan closed. Triggered outreach lands when it's most relevant — but only if it sounds like you wrote it on the spot, not like a templated auto-reply.
Send-time checks
Build the engine
Start with one real account. The patterns generalize; the discipline doesn't unless you've done it once on someone you actually know.
You've finished this module when you have a personal weekly cadence template, a voice sample that produces in-your-voice output reliably, and a triage routine for tomorrow's outreach that takes ten minutes a day.
Cadence designer
Account
Maria Lopez · realtor partner · three active GMFS files (Anderson, Patel, Chen). Last touch: Friday recap email a week ago. Goal for this week: stay present without over-touching, set up next month's referral conversation.
The message
Why this day, this surface
Sample prompt to produce it
Four touchpoints in five days. The Thursday gap is doing as much work as any of the touches — it's why the Wednesday call and the Friday recap don't feel like over-engagement. Designed gaps are part of the cadence.
Most under-performing sales cadences fail in the same way: too many touches, all in the same surface, all in the same voice. Designed gaps and surface variety are what make presence feel built rather than spammed.
If you can't explain in one sentence why a touchpoint sits where it sits, drop the touchpoint. Cadence design is justification — every touch earns its day.