Everyone's inbox is now full of your competitors
Let us start with the uncomfortable part. The reason cold outreach works worse than it did three years ago is that AI made it free to send. When one person could write forty emails a day, forty was the ceiling. Now one person can send four thousand, and roughly four thousand people worked that out at the same time.
Your buyer's inbox is the crime scene. They receive twenty near-identical messages a week, all opening with a compliment about their recent growth, all pivoting to a product they did not ask about. They have learned to delete on sight, and they now delete your genuinely good message along with the rest, because from the outside it looks the same.
This is not a moral lecture, though there is a moral point in here. It is a practical one. Volume outreach has stopped working, and AI is what stopped it.
In plain English
- Cold outreach:
- Contacting someone who has never heard of you and did not ask to be contacted.
- Personalisation:
- Making a message specific to one person. Real personalisation requires you to know something. Fake personalisation just inserts their name.
- Reply rate:
- The share of people who answer your message. The only outreach number that means anything.
- Sequence:
- A planned series of messages sent to the same person over days or weeks.
What generic actually looks like
You can spot AI outreach in under a second, and so can your buyer. Here is the same prospect, approached two ways.
โ Weak prompt
Prompt
Write a cold email to a head of operations at a logistics company selling our route planning software.
Output
Hi Alex, I hope this email finds you well. I came across your profile and was really impressed by the great work being done at your company. In today's fast-paced logistics landscape, efficiency is more important than ever. Our solution helps companies like yours streamline operations and unlock significant savings. Would you be open to a quick 15-minute chat next week to explore synergies?
Nothing in this message is about Alex. Swap the name and industry and it fits ten thousand other people, which is exactly how it will be read. Impressed by the great work is a compliment with no content, and explore synergies is what people write when they have nothing to say.
โ Good prompt
Prompt
Write a cold email to Alex, head of operations at a regional logistics firm. Confirmed fact: they announced a second depot in Leeds last month and are hiring six drivers. We sell route planning software. My angle: adding a depot usually breaks the routing rules a team built around one site. Reference only that fact. No compliments. Under 90 words. Ask one specific question, not for a meeting.
Output
Hi Alex, saw the Leeds depot went live last month. Most operations teams we work with find the first two months of a second site are the messy bit: the routing logic everyone built around one depot quietly stops making sense, and it shows up as overtime before it shows up anywhere else. Curious how you are splitting coverage between the two sites at the moment, manually or in the system? Happy to share what other two-site operators did if it is useful.
One verified fact, one plausible consequence, one question a real operations lead has an opinion about. It could not be sent to anyone else, which is the entire point.
Notice what the good version does not do. It does not compliment. It does not ask for fifteen minutes. It does not describe the product. It says one true, checkable thing and asks a question a real operations lead would have an opinion about.
The good version only works because the depot fact was verified. If Leeds was invented by the AI, that email is worse than the generic one, because now you are confidently wrong about their own business in writing.
Use AI to research and sharpen, not to blast
Here is the split that keeps you honest and gets better numbers at the same time.
AI is excellent at helping you understand a company, generate angles, tighten your writing, cut your word count and tell you when your message sounds like everyone else's. AI is bad at knowing anything true about a specific stranger, and terrible at deciding who deserves a message.
So the humans do targeting and the facts. The AI does the drafting and the cutting.
Here is a verified fact about a company: [the thing you actually checked].
We sell [product] and we help with [the problem it solves].
Give me three possible angles connecting that fact to a problem this
company might now have. For each, tell me the assumption I would be
making, so I know what I am risking if I am wrong.
Do not write an email yet.
Write a cold email under 90 words.
Recipient: [name], [job title] at [company].
The one real, verified fact I am referencing: [fact].
My angle: [the assumption you chose].
Rules:
- Open with the fact, not with a compliment
- Do not use: hope this finds you well, impressed by, reach out,
circle back, synergies, quick chat, touch base, game-changer
- Do not describe our product features
- End with one specific question, not a meeting request
- Write like one working person to another
Checkpoint
Use AI to research the company and sharpen your writing, and keep the targeting and the facts firmly in human hands.
The generic detector
Before sending, run one more pass. This is the single highest value prompt in the lesson because it is the one your buyer is unconsciously running.
Here is a cold email I am about to send: [paste it].
Answer three things bluntly:
- Could this exact email be sent to 500 other companies with only the
name changed? Quote the lines that give it away.
- What would a busy person feel in the first four seconds of reading it?
- Cut it to the shortest version that still says something specific.
Do not be encouraging. I want the honest read.
If the answer to question one is yes, do not send it. Either find something real to say or accept that this prospect is not worth the research, which is a legitimate answer and a much better use of your week than sending three hundred messages nobody opens.
Twenty researched emails beat two thousand generated ones, and they take less of your day than you think once the research prompt from lesson one is saved somewhere you can reach.
The line, stated plainly
Using AI to prepare better and write more clearly is good. Using it to fake personal knowledge you do not have, or to send hundreds of near-identical messages, damages your reputation and does not work anyway.
Both halves of that matter. The ethical case and the commercial case point in exactly the same direction here, which is a rare and convenient thing in sales.
๐ Quiz
Question 1 of 4Why has cold outreach become harder since AI tools became common?