Before any outbound touch, get a one-page read on the account.

The 'no fluff' line is load-bearing. Without it, GPT adds a paragraph of LinkedIn poetry at the top.

Identify the right person to contact when only the company is known.

The red-flag titles output is gold. It surfaces the procurement-shaped landmine before you step on it.

Find a reason-to-reach-out that isn't 'I saw your website.'

The 'do not fabricate' line is non-negotiable. LLMs will invent plausible-sounding funding rounds if you let them.

Pasted LinkedIn bio → instant buyer snapshot.

The 'NOT feel like a stalker move' constraint produces wildly better openers than 'personalize this.'

Pull pain signals straight from a prospect's own marketing site.

Works even better when you paste their About page. Founders' stories leak a lot of commercial pain.

Identify the best-fit vertical segments inside a broader industry.

Feed this to Claude Opus. It's noticeably better than GPT at the segmentation logic.

Rank a long list of accounts when time is the constraint.

The three-tier structure prevents GPT from flattening everything into 'these all look promising.'

What keeps this persona up at night, specifically.

The 'not how a marketer would' constraint is the whole game. Without it, you get buzzword soup.

Translate raw signal data (G2 page views, job postings, etc.) into an outreach angle.

Great for 6sense / Bombora exports. Turns signal noise into a sentence.

Find accounts actively frustrated with a specific competitor.

The ethical framing matters. Competitor displacement done wrong is a fast path to being blocked everywhere.

The default cold email template that actually gets replies.

The 'no em dashes, no three-part lists' line kills 90% of the AI tells in one shot.

When you have a specific, recent event to anchor on.

'Read beyond the headline' is the magic instruction. Forces the model to find a second-layer detail.

Pattern-interrupts when the whole inbox is already saying the same thing.

The best opener I've seen for senior buyers. They're tired of being flattered. A truth they recognize cuts through.

When the prospect's calendar is already a war zone.

Conversion on this is 3-5x higher than 'grab 15 mins' asks. You just have to be OK with smaller conversations first.

When you have a customer win that contradicts what the prospect probably believes.

'Like one human telling another' is the reframe. Drops the press-release register immediately.

Using a shared connection without sounding sleazy.

The honesty about not being a warm intro is the thing. Everyone's seen fake warm intros. Being straight about it is disarming.

For high-ticket sales where a 90-second personalized video beats an email.

The 'written to be spoken' line is essential. Otherwise you get a paragraph that sounds like a TED talk.

Triggers curiosity without being clickbaity.

The distinction between open loop and clickbait matters. Open = genuine incomplete thought. Clickbait = withheld information.

Double-entry point: main body + PS doing different jobs.

The PS often gets more replies than the body itself. People are reading on phones and scanning for the human signal.

Lead with what you DON'T do — disarms the pitch-fatigued reader.

Works disproportionately well with senior buyers who've learned to delete the first line on instinct.

Send something actually useful instead of 'just circling back.'

No-ask follow-ups break the sales cadence pattern. That's the point. Reply rate triples.

Follow-up earns its place by bringing something the first email didn't.

The 'tell me the follow-up shouldn't be sent' line is what makes this prompt actually useful. Most follow-ups shouldn't exist.

The final email in a cadence. Gets more replies than all the middle ones combined.

Breakup emails convert at 12-18% vs 2% for mid-cadence follow-ups. The exit is more interesting than the pitch.

When they DID reply but said 'not now' or 'send me info.'

'Takes their reply at face value' is the whole thing. Most reps try to convert 'not now' into 'yes in 15 minutes on Zoom.' Don't.

When your first email was ignored but the person still might be the right entry point to route you.

The 'I think you might not be the right person' acknowledgment gives them a respectful exit. High forward rate.

Zero pitch. One specific question. Often the best converter in a sequence.

Looks ridiculously short. Converts absurdly well. Senior buyers appreciate the efficiency.

Variant on the breakup, softer exit. Triggers loss aversion.

The loss aversion is real. 'OK to close the file' gets more 'actually wait let's talk' replies than any other follow-up.

Piggyback on something happening in their world, not yours.

Industry news follow-ups feel less salesy than product-focused ones. Caveat: the connection has to be real, not forced.

For when you genuinely reconsider something after reflection.

Demonstrated intellectual honesty is rare in cold outreach. It's memorable for that reason alone.

Cite a similar customer without dropping a logo bomb.

The 'name privately if they want' line is clever. It creates a small opt-in that often becomes the reply.

The 200-char LinkedIn limit forces real discipline.

3 variations with different tones is the key. You're building a toolkit, not picking one template.

The trickiest message. Too early = pitchy. Too late = forgotten.

The conference-peer framing is the reframe that makes this work. Everything else flows from that vibe.

Reach out via a thoughtful comment first, then DM.

Public comment → DM is the highest-converting LinkedIn path I know. Warmer than cold, less weird than InMail.

LinkedIn voice DMs have 5-10x reply rates vs text. Most reps don't use them.

The 'how I'd talk, not how I'd write' framing is critical. Read the script out loud before recording.

When they posted something you can actually engage with genuinely.

The 'save the product mention for next message' rule is what separates this from spam. Most people break it immediately.

Pick a stalled LinkedIn conversation back up without awkwardness.

'Doesn't make it feel like I've been waiting by the phone' is the tone you want. Casual. Unattached. It converts better.

The rules are different for paid reaches. More room, but higher expectations.

The 'ask should match the depth of research' note is a useful rule to internalize generally. Effort asymmetry kills deals.

Post content that makes your ICP come to YOU.

The 'no what do you think?' rule works because it dodges the classic pattern everyone ignores. Silence invites better replies.

They liked or commented on your post. Now what?

The 'don't thank them for the like' is surprisingly hard for people. It's the single most common mistake.

The full DM cadence laid out, not just individual messages.

'Optimize for the prospect feeling like a human is doing this' is the whole prompt. Set that and the rest falls into place.

Everything you need on one screen before the call starts.

The single-sentence GOAL forces clarity. Most reps go into discovery calls wanting 5 things and getting none.

15-20 discovery questions personalized to this specific deal.

The 'unexpected' question at the end is often the one that moves the deal. It's the one they haven't rehearsed an answer to.

Know what's coming before it comes.

'Response, not a rebuttal' is the distinction to internalize. Rebuttals make them defensive. Responses invite more information.

Figure out who actually needs to be in the room before the room forms.

The 'flag suspiciously absent stakeholders' line is what turns a map into actionable intelligence. Missing a stakeholder is how deals die.

Find 2-3 non-business things you might genuinely connect over.

The 'small talk beats forced small talk' line is correct. Don't force connection points that aren't there.

A written agenda you send before the call that sets the frame.

Sending a written agenda pre-call signals seniority and intent. Most reps don't do it. Those who do get taken more seriously.

Which competitor is likely in the room? What's your angle?

The 'status quo wins more deals than competitors' reframe is right. Most battlecards ignore the biggest competitor: inertia.

Flip the discovery — prepare to answer, not just ask.

Preparing to answer is harder than preparing to ask. Most reps skip it. This is the advantage.

Design the demo before building it.

'What NOT to show' is the most undervalued demo skill. Cutting features out improves close rates more than adding them.

Scripted opening; unscripted from minute two onward.

The 'pause. Let them talk.' instruction is the whole trick. Most reps talk for 3 minutes and lose the room.

Paste a Gong/Fireflies transcript, get a clear action brief.

'Signal, not the story' is the prompt instruction that stops AI from narrating the whole call back to you.

Fill MEDDPICC / your qualification framework from raw notes.

The 'biggest gap + one question' constraint at the end is the thing. Otherwise MEDDPICC becomes a ritual, not a tool.

The written recap that demonstrates you listened.

Recapping in their language (not yours) is the single biggest differentiator. Most reps recap by restating the pitch.

Test whether your 'champion' is actually a champion.

The 'easy to say not the right person' out is the real magic. Fake champions take the out. Real ones don't.

Review a call where the deal slipped and identify what you missed.

'I want useful criticism, not encouragement' forces the model out of its default reassurance mode. Huge difference.

Summarize everything across 3+ calls into a single deal narrative.

The single-sentence deal summary at the end is the one most sales teams skip. It's the most useful part.

What's between you and the yes, specifically.

'Don't give me 5 items' is the forcing function. Prioritization is the whole value of this prompt.

Pull the prospect's own language for your sales-engineering slack thread.

Raw quotes build more internal buy-in than any deck. Everyone's tired of slides; nobody's tired of the prospect's exact words.

How did they REALLY feel about what you said?

The 'don't guess' line stops the model from over-interpreting text that has no tone. Useful humility.

End-of-day reflection that compounds over months.

Logging lessons like this daily, for 6 months, is the single best sales development practice. Most reps don't do it.

What they said vs what they actually mean.

'Do not respond to the objection yet' is the instruction that makes this work. Most rebuttals fail because they respond to the wrong concern.

"It's too expensive" means 10 different things.

The '7 things price can mean' taxonomy is useful to have in your head permanently. Rarely is price actually about price.

"Not now" means "never" about 80% of the time. The other 20% matters.

'Doesn't require checking in every 2 weeks' is the key. Most nurture cadences are just slower versions of the original sequence.

They want a feature you don't have. What now?

The 'I will not promise roadmap' rule is load-bearing. Roadmap promises kill more deals at renewal than they save at new business.

Displacement isn't about why you're better. It's about why they'd switch.

'When should I recommend they stay' forces honesty into the prompt. The best sellers actively DQ bad-fit deals.

The most common stall, the most mishandled.

Banning the question everyone uses forces a more creative prompt output. Try this technique generally.

The deal's done but procurement is sitting on it.

'Don't assume my champion has magic' is the reality check. Champions are busy too, and internal friction is real.

InfoSec questionnaire hell. Pre-empt or respond.

Security objections are where winging it kills deals. The 'what to escalate' flag is worth having baked in.

When your internal advocate cools off.

'Be honest if the right answer is to let this one go' protects your pipeline from zombie deals eating cycles.

Build a personal objection playbook for your specific product.

Build this once, refine quarterly. The compounding benefit over 12 months is massive.

The full proposal on a single page, nothing wasted.

The Situation/Complication/Proposal structure is McKinsey's 'minto pyramid.' It's boring because it works.

Translate features into financial impact they can defend internally.

'A business case my champion's CFO won't mock' is the standard. Inflated ROI kills more deals than it wins.

The commercial scope, not the marketing pitch.

The 'out-of-scope' section is what separates amateur SOWs from professional ones. Be ruthless about listing what you WON'T do.

Good/better/best framing with the middle option engineered to win.

Three-option pricing is decision architecture. Without a premium anchor, the 'recommended' tier feels expensive.

The email that carries the proposal. Most reps botch this.

'The email is the proposal's top-of-funnel' reframe is useful. Most reps treat the email as a formality. It's not.

The 10-12 slide deck for an in-person or Zoom pitch.

Slide 10 (risks) is what senior buyers will remember. Pre-empting is disarming; hiding is a tell.

One page. No jargon. CFO-reader-friendly.

CFOs respond to respect for their time. Superlatives trigger eye-rolls. Plain numbers build trust.

When they send an RFP that's the wrong shape, reframe it.

The 'don't ignore the RFP' discipline is hard. Reps often go rogue and get disqualified. Answer the form. THEN plant the seed.

Structure a 2-3 year deal with ramp and expansion baked in.

Multi-year deals die when the rep pushes it for commission reasons. They close when the structure is genuinely mutual.

They came back with edits. Prepare the response.

Procurement-language traps are where reps give away margin they don't know they're giving. The LEGAL REVIEW flag is not optional.

They asked for 20% off. Don't just say yes, don't just say no.

'Never discount without trading' is the whole negotiation training distilled. Apply it religiously.

Create genuine urgency without manufactured pressure.

The 'should this close this quarter, or am I kidding myself' check is what most reps skip. Forecast discipline starts here.

Jointly-owned close plan that holds both sides accountable.

MAPs die when they feel like sales-manufactured pressure. They work when they feel like joint project management.

The call with procurement — different game than the call with your champion.

Deciding the floor BEFORE the call is everything. Mid-call floor-setting is how reps lose margin. Write it down first.

Late-stage hesitation is different from early-stage stall.

The 'don't panic' rule. Late-stage hesitation feels catastrophic but it's usually information, not doom.

Ten ways to ask for the close, not just "so are we good?"

The 1-10 question is the most underrated closing question in B2B sales. Low friction, high information.

When they ask for X, what do you ask for in return?

Have this ready BEFORE the call. Mid-call trade invention is where reps give away value they don't realize.

Your exec calling their exec — done right.

'Exec cards play once per deal' is the constraint that makes them valuable. Over-use devalues the escalation.

When negotiation is dragging and you need to force the close.

'At peace with either outcome' is the mindset that makes 'final' actually final. If you're not at peace, don't send.

Deal won. Don't lose the customer in the first 30 days.

The 'verbal promises' section is what prevents the worst customer-success fights. Write them down BEFORE handoff.

Set the relationship tone in the first 30 minutes.

'Peer-to-peer project kickoff, not welcome ceremony' is the tone you want. No cheerleading. All professionalism.

Read the room — when is the customer ready for more?

The 'don't bring it up if they're struggling' filter is what separates good AMs from pushy ones.

90 days out from renewal, what's the honest read?

Early honest reads save renewals. Late optimistic reads lose them. The GREEN/YELLOW/RED call forces the issue.

Ask for a referral without being weird.

'Under 5 minutes to execute' is the discipline. Referral asks fail when they require the customer to draft the intro.

The QBR that actually matters, not a recap slideshow.

'Built around their business, not my product' is the QBR test. If most of the slides are about me, it's a demo not a QBR.

Selling more to someone who already knows you — different from cold.

Expansion pitches fail when they feel like the original pitch. The customer thinks: 'I already bought — why are you pitching me?' Lead with the change on their side, not the product.

Turn a happy customer into a marketable asset.

'Make it worth their time' is the reframe. Case studies are marketing for them too, if positioned right.

The customer's usage is dropping. What's going on?

The 'already gone and just haven't told us' reality check is brutal but necessary. Early acceptance enables damage control.

Your happiest customer could be driving 3 new deals. Are they?

Space the asks with genuine value. The best advocates are the ones who feel you give more than you take.

Plot the 3-year arc, not the next-quarter tactic.

If my product doesn't map to their direction, say so. Honest reads on expansion ceiling save years of chasing.