Best AI prompts for sales reps
Eight prompts that survive contact with real buyers — cold email, discovery openers, objection handling, follow-up, account research, win-back, internal champion enablement, LinkedIn DMs. Each with the ban-list that keeps output from sounding generic.
Most "best AI prompts for sales" lists are 50 generic email templates with fill-in-the-blank placeholders. They land in the sent folder, ignored by buyers, and you wonder why your reply rate is 1.4%.
The prompts below are different in two ways. First, they're built around the specific failure modes of AI-generated sales content — the giveaways that make a buyer instantly mark you as automated. Second, they're paired with the moment in the sales cycle where you'd use them. Not "cold email." Cold email after the prospect just took a meeting with your competitor.
Each prompt below has a free, copy-paste version on /prompts/sales. The summaries here give the use case + the input that makes it work; click through for the full template with placeholders.
What separates a good sales prompt from a generic one
Three things every prompt below does:
1. It carries the prospect's context, not just yours. Generic prompts let the AI write about your product. Useful prompts force the AI to write about the prospect's specific situation. That's why "research a prospect before the call" anchors this whole list — it's the input that makes every other prompt 5x sharper.
2. It bans AI-cliché phrases up front. "I hope this email finds you well", "reaching out", "just circling back", "leveraging synergies" — buyers have been trained to delete on sight when they see these. The prompts in this list include explicit ban-lists.
3. It produces output you can ship without 20 minutes of editing. If you rewrite the AI output line-by-line, the prompt failed. Length, tone, structure, and CTA should be specified before the model writes a word.
1. Cold outreach email that doesn't feel cold
The most-used prompt in the sales library. It takes a prospect summary + your value prop + any prior interactions, and writes a 4-line cold email that opens with something specific to them.
Why it works: the opening sentence isn't about you. It's about something the prospect knows is true — a recent funding round, a public statement, a product launch, a hiring spree in a specific function. The rest of the email flows from that anchor.
Banned in this prompt: "I hope this finds you well", "reaching out", "circling back", "synergies", "leverage", "touch base". Cap at 80 words.
Use it after: account research (prompt #5 below) — never cold.
→ Full template on /prompts/sales
2. Discovery call opener that earns 30 seconds of attention
The first 30 seconds of a discovery call decide whether the next 30 minutes happen. Most reps spend that window on an elevator pitch. This prompt produces an opener that anchors to the prospect's reality first — what their week probably looks like, why they took the meeting, what they're hoping to learn.
Use it before: any first call where you don't already know the prospect well.
→ Full template on /prompts/sales
3. Objection: "We're already using [competitor]"
The losing response is to attack the competitor. The winning response is to ask one specific operational question that surfaces what's NOT working with them.
Input: competitor name + the one thing your product does measurably differently.
Output: a 2-sentence response that doesn't bash the competitor — it asks a question the prospect often answers with "well, the thing that's been bugging us is…"
→ Full template on /prompts/sales
4. 3-touch follow-up sequence after they ghosted
Reps either give up after one follow-up or send seven identical "just checking in" emails. Both lose. This prompt produces a sequence where each touch raises new value, not the same ask.
The pattern: touch 1 = a 2-line value-add (a relevant article, a competitor's recent move, a tactical resource). Touch 2 = an "I'll stop following up after this — was the timing wrong?" reframe. Touch 3 = a permission close that respects their inbox.
→ Full template on /prompts/sales
5. Account research → personalization brief
This is the input that powers everything else. Before you write a cold email, run this prompt. It produces a 1-paragraph brief on the prospect: what their role likely cares about, what recent context matters, what language they probably use internally, and what an honest version of their week looks like.
The cold-email prompt uses this brief as input. The discovery-call opener uses it. The follow-up sequence uses it. One prompt, 4x leverage downstream.
Pro tip: save the brief in your CRM notes. The next rep who works the account doesn't start from zero.
→ Full template on /prompts/sales
6. Win-back email for closed-lost prospects
Closed-lost is the most underrated pipeline source on most teams. Six months after they ghosted you, their priorities changed, the champion moved on, the competitor disappointed. A good win-back email acknowledges that without sounding desperate.
Input: the deal stage where it died + the stated reason (even if you suspect it's not the real one).
Output: a 3-sentence email that names the original reason, mentions one specific thing that's changed on your side, and asks one short question.
→ Full template on /prompts/sales
7. Build the business case for your internal champion
When you have a champion at the prospect company who's selling internally on your behalf, the bottleneck is the document they send around. This prompt generates a 1-page business case in their voice, with their data, that they can paste into a Slack message or forward to their CFO.
Why it works: the champion isn't a salesperson. Asking them to write the business case from scratch loses deals. Asking them to fill in blanks in a template you wrote, in your voice, also loses deals — it reads like a sales doc. This prompt sits in the middle: a draft they edit.
→ Full template on /prompts/sales
8. LinkedIn DM that doesn't look like every other connection request
Cold LinkedIn DMs have a worse reply rate than cold email at this point. This prompt is built around the few openers that still cut through — referencing something specific they posted, a public comment they made, or a recent professional move.
Banned: "I came across your profile", "impressive background", "I'd love to connect", "20-minute chat".
→ Full template on /prompts/sales
How to adapt these prompts to your ICP
Two adjustments make every prompt sharper:
Paste in a voice example. 2–3 emails you've personally written that did well. Tell the model: "match this voice." The output stops sounding like ChatGPT and starts sounding like you. This is the single biggest reply-rate lift you can get without changing the prompt itself.
Add your own ban-list. Every prompt above bans the universal cliché phrases. Add your industry's specific ones. If "best-in-class" or "enterprise-grade" or "next-generation" grates in your sector, ban them.
These two adjustments take 5 minutes and improve reply rate more than any new prompt will.
When prompts aren't enough — workflows
A prompt does one thing. A workflow does the full sequence — research → qualify → write → follow up → log to CRM — as one step-by-step process with decision points and warnings between each prompt.
If you're running multi-touch outbound or signal-driven prospecting, the workflow format saves more time than any single prompt. The Sales pack has 31 step-by-step workflows including the full B2B cycle plus signal-driven prospecting systems (Reddit signal discovery, company-news monitors, contact enrichment grids).
FAQ
Are these prompts safe to use in ChatGPT for B2B sales? Yes, with caveats. Don't paste customer PII into a public ChatGPT window — use the Teams plan or switch to Claude with a no-training policy. For prompts about your prospects' publicly-available context (LinkedIn profile, press releases, public statements, company website), standard ChatGPT is fine.
Do these work in Claude and Gemini too? Yes. The prompts are model-agnostic. Claude tends to produce more restrained tone, ChatGPT more confident, Gemini more verbose — adjust the length specs accordingly. The "Open in ChatGPT/Claude/Gemini" buttons on each prompt page handle this for you.
How long should a cold email actually be in 2026? 80 words or fewer. Mobile inbox is the universal default. If a prospect has to scroll on a phone to see the ask, the email loses.
What's the difference between a prompt and a workflow? A prompt is one text string you send to the AI. A workflow is a 4–7 step process — research, draft, refine, send, follow up — each step using a different prompt with decision points between. Workflows compound; single prompts don't.
How many sales prompts do I actually need? Fewer than you'd think. Three sharp prompts (cold email, follow-up, objection handling) cover 80% of an SDR's daily work. The rest are specialized — champion business case, win-back, LinkedIn DM. Build your stack from the sales library. Don't collect prompts; use them.
Browse the full library at /prompts/sales — 13 free, copy-paste prompts for every stage of the B2B cycle. For full workflows (research → write → send → CRM in one process), check out the Sales pack.