The 25 Best AI Prompts for Cold Email Outreach

Most cold emails fail for the same two reasons. Either they sound exactly like every other template that landed in the inbox that morning, or they try so hard to be "personalized" that the personalization feels stapled on and slightly creepy. The middle ground is a short email that proves you spent thirty seconds understanding what the person actually does, followed by one specific reason they might care. That is what AI is genuinely useful for, as long as you give it enough raw material to work with.

Below are 25 prompts I run when I am writing outreach. Apollo exports, LinkedIn profiles, recent news, podcast transcripts, their own blog, it all works. Each one expects you to paste whatever you have on the person or company into {{clipboard}}. Once you find the four or five that fit the kind of outreach you actually do, save them somewhere you can fire in two seconds instead of rebuilding them every morning.

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Researching the prospect

1. Build a one page prospect brief from a LinkedIn profile

You are a sales research assistant building a one page prospect brief before I write a cold email. The goal is to find one specific thing about this person that I can reference without sounding creepy or generic.

Here is their LinkedIn profile, About section, and any recent posts they have made:

{{clipboard}}

Produce a brief with the following fields. Be concrete. Do not write filler.

1. Name, title, company, tenure in the current role
2. What their day job actually involves in one sentence, grounded in their own words if possible
3. Three things they appear to care about professionally, ranked by how recently and how often they mention each one
4. One thing they have said or written in the last ninety days that a thoughtful stranger could reference without it feeling like stalking
5. Two topics they almost certainly do NOT want another cold email about, based on what is already in their feed
6. Their writing voice in two adjectives (casual, formal, dry, enthusiastic, and so on) so I can match it
7. A single sentence summarizing why they might care about talking to a stranger this week

If any field cannot be filled from the material I pasted, say "not enough signal" instead of guessing. Do not invent details. Do not pad the output.

2. Turn a company website into a working understanding

You are a B2B research assistant. I am about to reach out to someone at this company and I need to understand what they actually sell, how they describe themselves, and what matters to them right now. Not a marketing summary. A working understanding.

Here is everything I have pulled from their site, blog, and recent press:

{{clipboard}}

Give me the following:

1. What they sell, in one sentence, in the words a skeptical prospect would use, not the words on their hero section
2. Who they sell it to (ICP), stated as concretely as possible (industry, company size, buyer title)
3. The three things they are clearly betting on this year, inferred from what they are writing about most often
4. The one claim in their marketing that sounds the most oversold, so I know what not to echo back at them
5. Any recent news, hires, product launches, or funding events worth mentioning, with dates
6. Two things a competitor would probably beat them on, based only on what is visible publicly
7. A one paragraph "if I only had 30 seconds to brief a colleague about this company" summary

Be direct. Do not hedge. If something is not in the material, say so.

3. Turn a podcast transcript into a usable personalization hook

You are a research assistant turning a long interview or podcast transcript into one usable cold email hook. The hook has to be specific enough that the prospect will believe I actually listened, and short enough that it does not chew up a whole paragraph.

Here is the transcript or interview, which could be twenty thousand words long:

{{clipboard}}

Return:

1. Three moments in the transcript where the person said something unusual, opinionated, or specific rather than boilerplate. Give me the exact quote plus a rough location marker (early, middle, late, or a timestamp if present).
2. For each moment, draft one opening line I could use in a cold email that references it without being sycophantic. No "I loved your episode," no "great insights." Just react to the actual idea.
3. The one topic the person seems most energized about across the interview. I want my cold email angle to align with that energy, not work against it.
4. One thing they said that I should NOT bring up, because it is clearly a touchy subject or an area they are still working through.

If the transcript is noisy or the person mostly speaks in generalities, say so and suggest what kind of source would be better for personalization.

Writing the opening hook

4. One line opener from a single data point

You are writing the first line of a cold email. This one line has to do most of the work. If it reads like a template, the rest of the email never gets read.

Here is the single piece of information I have about this person or their company:

{{clipboard}}

Write five different opening lines, each between 8 and 18 words, that reference this specific fact in a different way. Guidelines:

1. No compliments. No "I loved your...," no "I noticed you...".
2. The line should react to the fact, or tie it to something relevant, not just restate it back to them.
3. Sound like a thoughtful human, not a marketer who just discovered their name.
4. At least one of the five should be slightly contrarian or playfully skeptical.
5. At least one should be a genuine, specific question.
6. Do not mention my product or company in any of the openers. That comes later.

After the five options, tell me which one is strongest and why in one sentence.

5. Rewrite a generic opener to sound specific

I wrote this cold email opener and it sounds generic. I need you to rewrite it five times, keeping the intent but making each version sound like a real person wrote it to a real person, not a template.

Here is my draft opener and any context I have on the prospect:

{{clipboard}}

Rules:

1. Each rewrite must be 25 words or fewer.
2. Do not use the words "hope," "quickly," "touch base," "circle back," "synergy," "connect," or "reach out."
3. Reference something concrete. If I gave you raw material about them, use it. If not, make the opener specific to their role or situation rather than them personally.
4. Do not start any version with "I" or "Just".
5. At least one version should use a sentence fragment. At least one should be a question.
6. Voice should be warm but direct. Not jokey. Not overly formal.

After the five options, mark the one you would actually send and explain the call in one sentence.

6. Build an opener from a recent company event

I am writing to someone at a company that just had a specific thing happen: funding round, product launch, leadership change, new office, layoffs, acquisition, or similar.

Here is the event and any context I have:

{{clipboard}}

Draft three opening lines, each taking a different angle:

1. Angle one: congratulatory but substantive, referencing something specific about the event that actually matters, not just "congrats on the raise."
2. Angle two: curious and forward looking, about what the event implies for their priorities over the next 90 days. No pretending to know their strategy.
3. Angle three: cautious and grounded, acknowledging the event without overreacting. Good for layoffs, reorgs, or anything awkward.

Each opener is between 12 and 25 words. After the three, tell me which angle fits the event best and why. If the event is sensitive and I should not be writing this email at all, say that instead of forcing a version.

First touch cold emails

7. Full first touch email from a research brief

You are writing my first cold email to a prospect. I am going to paste the prospect brief (name, role, company, context, what I think they care about) plus a short description of what I sell and who it is for.

Here is all of that:

{{clipboard}}

Write a complete cold email. Rules I do not want you to break:

1. Subject line: fewer than 45 characters, no clickbait, no ALL CAPS, no emojis.
2. Opening line: references something specific about them or their company. Not a compliment. Not "hope you are well."
3. Second paragraph (2 or 3 sentences): states one hypothesis about a problem they might be facing, grounded in the brief I gave you. If I did not give you enough to make a specific hypothesis, write a more general version and flag that.
4. Third paragraph (1 or 2 sentences): names what I do and the one concrete outcome a similar company got. Use a number if I gave you one. Do not use "synergy," "empower," "leverage," or "solution."
5. Close: a single, low commitment ask. No "15 minute chat" unless it fits the voice. Prefer "worth a quick reply?" or "open to a one line answer?" or an actual specific question.
6. Sign off: "Best," or my first name, whichever I indicated.
7. Total length: under 120 words, ideally under 90.

At the bottom, rate your own draft from 1 to 10 on how much it sounds like a template and explain the score in one line.

8. Rewrite a template email to not feel templated

Here is a cold email template I wrote or found. It works, but it sounds exactly like every other cold email out there. I need you to keep its structure and intent but rewrite it so a real prospect would actually read past the first line.

Here is the template and some context about who I am sending it to:

{{clipboard}}

Produce three rewrites, each targeting a different tone:

1. Version A: dry and confident. Zero warmth overhead. Short sentences.
2. Version B: conversational and slightly informal. Contractions. Sentence fragments allowed.
3. Version C: thoughtful and slower. Leads with a small observation before getting to the point.

For each version:
- Subject under 45 chars
- Opening line cannot be "Hope you are well," "I wanted to reach out," or "Quick question."
- Body cannot use "circle back," "touch base," "synergy," "unlock," or "leverage."
- Total length 80 to 120 words
- End with one clear next step

After the three, tell me which version best matches the prospect's probable communication style and why.

9. First touch email when I have very little on the prospect

I have to send a cold email and I do not have much research. I know their role, their company, and roughly what they do, but nothing personal or recent.

Here is what I have:

{{clipboard}}

Write a cold email that does not pretend to know them. It should:

1. Acknowledge (implicitly, not explicitly) that I am a stranger, without using the words "cold email" or "reaching out."
2. Open with a statement about the problem their role typically deals with, not a fake personalization.
3. State one specific reason someone in their role should care, grounded in the category they work in.
4. Include one short piece of social proof. If I did not give you any, leave a bracketed placeholder like [social proof].
5. Close with a single question they could answer in one sentence without needing to commit to a meeting.
6. Stay under 100 words.

Do not fabricate details. If any part of the email needs information I did not provide, use a bracketed placeholder like [prospect name] or [specific metric].

Subject lines and preview text

10. Generate 10 subject lines from an email body

I wrote the body of a cold email. Now I need subject lines that match it. Generate 10 subject line options, each optimized for a slightly different instinct a reader might have when they see it in the inbox.

Here is the email body and any context:

{{clipboard}}

Requirements for each subject line:

1. Fewer than 45 characters, ideally under 35.
2. No clickbait, no fake urgency, no "RE:" or "FW:" trickery.
3. No emojis unless the prospect's own content suggests they use them.
4. Lowercase first letter for at least five of the options (feels more personal in Gmail).
5. Across the 10, vary the angles: a question, a curiosity gap, a flat statement, a specific claim, a named observation, a one word option, a two word option, a pattern interrupt, a self deprecating one, a direct offer.

After the list, pair each subject line with a 40 character preview line that continues the thought without repeating the subject. Mark the top 3 combinations with a short note on who each would work best for.

11. Test if a subject line looks like spam

You are reviewing a subject line and the first 40 characters of a cold email to tell me honestly whether it is going to look like spam in a Gmail inbox, a Superhuman preview, or on a phone lock screen.

Here is the subject line and preview snippet:

{{clipboard}}

Do the following:

1. Score it from 1 to 10 on "looks like spam at a glance." 1 is clearly a real human, 10 is obviously a marketing blast.
2. List the specific words or patterns that made the score what it was.
3. Flag any classic spam trigger words: free, urgent, act now, limited time, guarantee, amazing, opportunity, congratulations, winner.
4. Tell me how it will render on an iPhone lock screen where only the first 35 characters of the subject and 40 characters of the preview show.
5. Rewrite it two ways: one slightly better, one substantially different.

Be blunt. If it is bad, say it is bad. If it is already good, say so and do not pad the output trying to find fake improvements.

12. Subject line built around a single data point

I have one specific, concrete fact about this prospect or their company. I want a subject line built entirely around that fact, not around my product.

Here is the fact:

{{clipboard}}

Generate 5 subject lines:

1. Each one references the fact directly or adjacent to it.
2. None of them mention my company, my product, or the word "demo."
3. Under 40 characters each.
4. At least one should be a question.
5. At least one should read like a note from a colleague, not a sales rep.
6. Do not use question marks followed by exclamation marks or any stacked punctuation.

Rank the 5 from most to least likely to get opened by a busy senior professional who sees 200 emails a day. Explain the ranking in two sentences.

Follow up sequences

13. Build a four message follow up sequence from the first email

I sent this first touch cold email and got no reply. Build a follow up sequence of four messages to send over the next three weeks.

Here is the original email:

{{clipboard}}

Rules for the sequence:

1. Message 2 (send day 3 or 4): adds new information, not "just bumping this up." Introduces one concrete angle I did not mention in message 1.
2. Message 3 (day 8): shifts the framing. If message 1 was about a problem, message 3 should be about a trigger or a proof point. Short, under 60 words.
3. Message 4 (day 14): a genuine, useful follow up that delivers something (a link, a tiny insight, a question) whether or not the recipient replies. Not a "checking in" email.
4. Message 5 (day 21): the break up email. Acknowledge I am going quiet, leave the door open without groveling. Under 50 words.
5. Across all four, no "circle back," "touch base," "bumping this," or "following up."
6. Each message should feel like it could have been the first email, not obvious "email number 3 of 7" sequence fodder.

Output the four messages with subject lines for each. Preserve thread continuity where that helps, break the thread where a fresh subject would perform better, and tell me which you chose and why.

14. Rewrite a "just bumping this" follow up

Here is my follow up email. It is basically "just wanted to bump this to the top of your inbox." I hate it, I know it does not work, but I keep writing it. Rewrite it as a follow up that actually earns a reply.

Here is the lazy version and the original email it follows up on:

{{clipboard}}

The rewrite should:

1. Not reference the previous email at all unless the reference adds information. "Wanted to follow up on my previous note" is banned.
2. Introduce exactly one new thing: a relevant link, a recent event, a short question, a different framing, or a small proof point.
3. Be shorter than the original email.
4. Have a new subject line, or explicitly keep the thread. Tell me which you chose.
5. End with a question the recipient can answer in one line.

Write two versions: one that stays in the original thread and one that starts a fresh thread. Tell me which you would send and why.

15. Sequence that uses a trigger event to re engage

I noticed a trigger event at the prospect's company (funding, launch, hire, news, etc.) and I want to use it to re engage after a previous email went unanswered.

Here is the trigger event and the original unanswered email:

{{clipboard}}

Write a single re engagement message that:

1. Uses the trigger event as the explicit reason for writing again, without pretending it is a coincidence.
2. Connects the trigger to the hypothesis from my original email, even if loosely.
3. Stays under 90 words.
4. Includes one specific offer or question that is only relevant because of the trigger.
5. Does not sound like "I was just thinking about you when I saw the news," which reads as insincere.
6. Includes a fresh subject line that references the trigger in three to five words.

After the draft, give me timing advice: should I send this the same day as the trigger, the next day, or later in the week? Explain in one sentence.

Break up and last chance emails

16. Break up email that preserves the relationship

I am writing the final email in a cold outreach sequence. The prospect has not replied to any of my previous messages. I want to go quiet gracefully without burning the relationship or sounding passive aggressive.

Here is the thread context and the original ask:

{{clipboard}}

Write a break up email that:

1. Does not use the phrases "closing the loop," "last email," "breakup," "moving on," "won't hear from me again," or "no worries."
2. Acknowledges I am stepping back without being dramatic about it.
3. Leaves one small, genuine door open. Not "let me know if anything changes," which is meaningless.
4. Includes one specific thing: a resource, an article, a recommendation of someone else who could help, or a question they can answer later.
5. Ends warm but not fake.
6. Under 70 words.

After the draft, add a one line note on whether I should send this from the same thread or as a new email.

17. Playful last chance email for the right audience

I want to send a last chance email that is slightly playful instead of formal. The audience appreciates humor or self awareness. This only works for certain personas, so I am going to describe the prospect and the context first.

Here is the situation:

{{clipboard}}

Write two versions of a playful last chance email:

1. Version A: self deprecating. I am making fun of my own persistence.
2. Version B: gently teasing. I am acknowledging the silence in a way that invites a reply instead of demanding one.

Both versions:
- Under 60 words
- No emojis unless I said the prospect uses them
- Not cringe. If you cannot write something that would not make a thoughtful person roll their eyes, say so and fall back to a sincere version.
- End with a specific, easy to answer question

Tell me which version you would send and why. If neither feels right for the context, give me a straight sincere version instead.

Reply handling and objections

18. Respond to "not interested" without giving up too fast

The prospect replied to my cold email with some variation of "not interested right now," "we already use X," or "not a priority." I want to reply in a way that is genuinely useful to them and leaves the relationship intact, even if it does not lead to a meeting.

Here is their reply and the original email:

{{clipboard}}

Write three short replies:

1. Reply A: accept the "no" gracefully, thank them in a way that does not feel rote, and share one small thing that could help them regardless of whether we ever work together.
2. Reply B: ask one clarifying question that could change the situation, without being pushy. Frame it as curiosity, not as negotiation.
3. Reply C: set a clean follow up timeline (three months, six months) with a specific trigger for when to reconnect.

All three:
- Under 50 words
- No "just," "quickly," "totally understand," "no worries"
- Respond to what they actually said, not to a generic objection template
- End with something that does not require them to reply

Tell me which reply fits the tone of what they sent me and why.

19. Handle a "send me more info" reply

The prospect replied "can you send me more info" or "send me a one pager." This is usually a polite brush off, but sometimes it is a real request. I want to reply in a way that works for both cases.

Here is their reply and the original thread:

{{clipboard}}

Write a reply that:

1. Gives them something useful immediately (one paragraph or a link), not a calendar link disguised as information.
2. Asks one sharp qualifying question that, if answered, changes what I would send next. This should sound like curiosity, not gatekeeping.
3. Does not include a PDF attachment. Nobody reads them.
4. Offers a small next step that is easier than a meeting: a two minute video, a short written answer to one question, or a link to a specific case study.
5. Stays under 90 words.

At the end, tell me how to detect whether this prospect is actually interested or just being polite. Give me two signals to watch for in their next reply.

20. Respond to an irritated or dismissive reply

The prospect replied in a way that is clearly irritated, dismissive, or even hostile. Something like "please remove me," "stop emailing," "not a fit, take me off your list," or a sharper version. I want to respond in a way that respects their request, does not make things worse, and leaves the smallest possible door open for the future.

Here is their reply and the original:

{{clipboard}}

Write a single response that:

1. Acknowledges what they said directly. No deflection, no "just to clarify."
2. Apologizes for the friction without overdoing it.
3. Confirms I will stop the outreach immediately and means it.
4. Does not ask any follow up question. This is not the moment.
5. Does not include any link, offer, or sales language.
6. Stays under 30 words.

After the response, tell me whether I should remove them from my CRM, mark them as do not contact, or whether there is any world in which it would be okay to reach out again later. Be honest.

Personalization at scale

21. Personalize the same email for 10 different prospects

I have a single cold email template that works. I need to send it to 10 different prospects and personalize each one without spending 15 minutes per email. I am going to paste the template and a short row of info for each prospect.

Here is the material:

{{clipboard}}

For each prospect, produce a personalized version of the email with:

1. A customized opening line (8 to 15 words) that uses something specific to them from the row I gave you.
2. A customized subject line under 40 characters that also uses something specific.
3. The rest of the template preserved, but with any placeholder fields filled in from the row.
4. A two word note at the bottom of each email labeling what I personalized on (for example: "recent raise," "team size," "competitor mentioned").

Rules:
- If a row is missing the information needed to personalize, say "weak personalization" for that row and leave the opener generic but not fake.
- Do not invent details about any prospect.
- Do not use the same opening phrase twice.

At the end, rank the 10 emails by likely open rate and explain in one sentence what made the top three stand out.

22. Generate merge field values for a mail merge tool

I am sending a cold email via a tool like Lemlist, Mailshake, or Outreach. I need a list of merge field values for a specific set of prospects. The email has three merge fields: {{opener}}, {{specific_observation}}, and {{ask}}. I will paste the prospect list with research notes.

Here is the list:

{{clipboard}}

For each prospect, return a table with four columns:

1. Name
2. {{opener}}: a sentence fragment (not a full sentence) that fits the opener slot, under 12 words
3. {{specific_observation}}: a one sentence observation grounded in the research notes, under 20 words
4. {{ask}}: a specific question they can answer in one line, under 15 words

The three merge fields must fit together naturally when read in sequence. Do not repeat phrases across prospects. If a prospect does not have enough research notes, write "SKIP" across the row and explain which field could not be filled.

Return the table in markdown. Do not add any commentary outside the table.

23. Audit a batch of "personalized" emails

I have a batch of personalized cold emails that a junior rep wrote. I want you to audit them quickly and tell me which ones are actually personalized and which ones are just a template with a name slot filled in. Real personalization is not about name use, it is about whether the email would survive if I replaced every proper noun with "person X."

Here are the emails:

{{clipboard}}

For each email, give me:

1. A score from 1 to 5 on real personalization. 1 is "just a template," 5 is "clearly written for this specific person."
2. The single line that most carries the personalization, or "none" if the email is just a template.
3. One edit that would raise the score by 2 points without rewriting the whole email.
4. A flag if the personalization feels creepy, stalker like, or performatively researched (for example, "I saw you were at the company holiday party on Saturday").

Sort the emails from best to worst. Give me one paragraph at the top summarizing the pattern the rep is falling into.

Sanity checking your draft

24. Pre send reality check

I am about to send this cold email. Before I hit send, I want you to read it as if you were the prospect opening their inbox on a busy Tuesday morning, and tell me honestly whether it is worth sending.

Here is the email:

{{clipboard}}

Give me the following:

1. The first sentence you mentally skip or delete. There is always one.
2. The one line that makes the email feel templated.
3. The one specific thing about me or my company that I should have cut.
4. The sentence I am most proud of but that the prospect will not care about.
5. Any phrase that trips a spam filter or an "ugh, a sales email" instinct.
6. A score from 1 to 10 on "would a real prospect actually read this past the first line."
7. One concrete edit, not a rewrite, that would improve it.

Be harsh. If the email is bad, tell me to scrap it and start over. If it is good enough to send, say so and stop.

25. Read my email back in the prospect's voice

I want you to simulate the prospect reading my cold email. Put yourself in their head for 30 seconds and write out, honestly, what their internal monologue would sound like line by line as they read it.

Here is the email and a short description of the prospect:

{{clipboard}}

Produce the output as a two column markdown table:

Column 1: the line from my email.
Column 2: the prospect's internal reaction to that line, written as a short, honest thought in their voice. Some lines will get a positive reaction, some will get "eye roll," some will get "skip," some will get "okay, interesting." Do not be nice. Do not pad.

After the table, give me a one line verdict on whether the email survives a first read. If it does not, name the single line that killed it.