AI for sales reps
Sales is one of the highest-leverage places to apply AI. Not because it writes better cold emails than you (it doesn't), but because it removes the boring scaffolding so you can spend time on what only you can do: actual conversations with prospects.
~/.claude/skills/What AI handles well
Personalized cold outreach
The problem. You have 50 prospects to reach this week. Personalizing each email manually takes hours. Generic templates get ignored.
What AI does. Use AI to draft 3 outreach variants per prospect based on their LinkedIn, recent company news, and your value prop. You still edit and pick which one to send.
Account research before a call
The problem. You have a discovery call in 2 hours. You haven't had time to research the company, their tech stack, recent news, or who else on the buying committee matters.
What AI does. Paste their website + recent news links + LinkedIn into a prompt. Get a 1-page brief with their likely pain, the buying committee, and 3 questions to ask.
Discovery call structure
The problem. You're in the call and the conversation drifts. You forget which qualification questions you wanted to ask. The prospect leaves and you don't know if they're a real opportunity.
What AI does. Pre-load a discovery call prompt with your ICP and qualification framework. AI helps you walk in with the first three questions ready and a clear listening framework.
On-the-fly objection handling
The problem. "We're already using [competitor]" / "no budget" / "send me info" — you need a thoughtful response in 5 seconds, not a defensive scramble.
What AI does. Have your top 5 objection responses pre-drafted with AI. Practice them out loud. The AI doesn't replace your judgment, but it sharpens your default response.
Follow-ups after silence
The problem. Prospect went dark. You know "just checking in" emails are the worst. But you also can't let the deal die without a fight.
What AI does. Use the 3-touch sequence prompt — each follow-up brings something new (insight, case study, breakup), not guilt.
Building a champion business case
The problem. Your champion needs to sell this internally to finance/IT/the exec team. They're not as good at our pitch as you are.
What AI does. Generate a one-page business case the champion can actually defend, with ROI math, risk-of-not-doing-this framing, and the answer to the exec's likely objection.
Win-back closed-lost prospects
The problem. Six months ago they passed because of price/timing/competitor. Things have changed. But "hey, just reconnecting!" sounds desperate.
What AI does. Reference the specific reason they passed. Share what's actually different now. Make a low-friction ask. AI helps you write this without it sounding like a template.
CRM updates from call notes
The problem. You did a great call. Now you have to write the CRM note. You'll either spend 15 minutes on it or skip it (and the deal will rot).
What AI does. Voice-record your post-call thoughts (or paste your notes). AI structures them: decisions, next steps, open questions, owner assignments. Drop into CRM in 30 seconds.
Your AI stack
Start with the foundation. Add specialized tools as the work calls for them.
Foundation LLM
Specialized add-ons
Prompts ready to use
Get started in 30 minutes
Pick a foundation LLM (ChatGPT or Claude)
5 minBoth have free tiers good enough to start. Pick one, don't hop between them. Pay $20/mo when you find yourself using it daily.
Create a "Project" or "Custom GPT" with your context
10 minAdd: your ICP, your product's 3 differentiators, your typical objections, and 2-3 examples of your best emails. The AI now has your context loaded — no more pasting it every time.
Run the cold outreach prompt on your next 3 prospects
10 minUse the "Cold outreach that doesn't suck" prompt with real prospect data. Edit before sending. Notice how much better it is than your usual.
Set up a "post-call note" workflow
5 minVoice-record post-call thoughts (Wispr Flow, Otter, or just your phone). Paste into AI with the meeting summary prompt. Drop the result in CRM.
Common mistakes
Sending AI-generated outreach without editing. Prospects can spot it instantly. AI gets you 80% there. The last 20% is what makes the email actually land.
Using AI to send MORE outreach. The goal is BETTER outreach, not volume. Volume gets you blocked.
Pasting confidential prospect info into public AI tools. If your company has a private/enterprise tier, use it. Otherwise, anonymize before pasting.
Trusting AI for product specifics. AI doesn't know your product roadmap or pricing. Verify any product claims it makes before sending.
Skipping the "Project" or "Custom GPT" setup. Without your context loaded, you re-paste the same background every prompt. That's where the time goes.