Your prospect reads four seconds of this. Make them count.
The tool that reads your cold email the way a busy stranger actually reads it: once, fast, looking for a reason to stop. Get the exact sentence that loses them, and two rewrites built around the smallest ask that gets a reply.
A cold message is read once, in about four seconds, by someone looking for a reason to stop. Most outreach advice focuses on what to say. The real failure is structural: the message opens about the sender, asks for too much too soon, or takes too long to get to the point.
This tool doesn't rewrite your voice. It finds the specific sentence where a stranger stops reading, names why, and rebuilds the message around the smallest possible next step, almost always a reply, not a call.
Same message, run two ways.
One reading tells you it's fine. The other tells you exactly where it stops working.
A B2B founder's cold email to VP-level prospects is getting a 2% reply rate across 400 sends. The message is polite, well-organized, and asks for 15 minutes for a demo.
You ask Claude to review the email. It says the copy is clear and the offer is reasonable, maybe suggests tightening the second paragraph.
All true, and the reply rate stays at 2%, because nobody told you the email opens with your company name instead of the recipient's actual problem, or that you're asking for calendar time before you've earned a single reply.
It reads it as the recipient would, once, and finds the exact sentence that loses them:
- →Second sentence: opens with the sender's company, not the recipient's problem
- →140 words of pitch before a 15-minute ask, with zero prior relationship
- →The subject line and opener both fail the about-you-or-about-me test
Then two rewrites, each under 75 words, each rebuilt around a single question a reader can answer in one line instead of a meeting they haven't earned yet. Not a polish pass on the existing draft. A different structure entirely.
The cold version told you the email was fine. This told you why it wasn't working.
- ✦Founders and salespeople sending cold outreach at volume
- ✦Recruiters whose sequences have gone quiet
- ✦Anyone reusing a template that used to convert and doesn't anymore
- →cold-outreach-review.zip: a native Claude Skill. Upload to Settings → Skills in Claude, or unzip to
~/.claude/skills/ - →cold-outreach-review-skill.md: plain markdown. Works in ChatGPT Custom GPTs, Gemini, Claude Projects, agent system prompts, anywhere
- →A README inside the zip with install steps for Claude, ChatGPT, Gemini, and the API
What it does with a real question.
Here is the cold email I have sent to 300 operations directors with a 1% reply rate: 'Hi [Name], I hope this finds you well. I wanted to reach out because we help companies like yours streamline their workflows with our innovative platform. Would you be open to a quick 15-minute call this week?' I want it to get answered.
The problem is the first line, and the message gets worse from there. "I hope this finds you well" is the sentence an operations director's eyes slide past, and it spends your only four seconds on nothing. Next comes "companies like yours" plus "streamline their workflows" plus "innovative platform," which together could describe any software sold since 2005. A hundred different people could receive this unchanged and none would think it was written for them. Then it asks a stranger for 15 minutes of calendar time before giving them one reason to care. That's why 1% is almost exactly what you'd expect: you earned a reply from the few people who happened to have the exact problem this week.
Cut the pleasantry, the category language, and the meeting request. Ask for a reply, not a call. Here is a version built that way:
Subject: manual handoffs at [Company]
"Hi [Name], most ops teams at your size are still moving data between systems by hand, usually in a spreadsheet someone built three years ago. Is that roughly true at [Company], or have you already solved it?"
That's 38 words, opens on their problem, and can be answered in one sentence. If you can, swap the generic claim for something you actually know about them, like a recent hire or a tool they run.
Before you send another batch, write that single-question version and test it on 50 directors. The goal of a first touch is a reply, and the call comes after.
The full Tool runs the whole procedure and writes the complete deliverable, not this excerpt.
Written by claude-sonnet-5-5 with this Tool loaded, 2026-10-11. Checked automatically for length and for copied framework text.
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Before you buy.
How is this different from just asking Claude directly?
Asked cold, Claude tells you the copy looks fine and offers a light polish. This reads it the way a skeptical stranger actually reads it, names the exact sentence where they stop, and rebuilds the message around the smallest ask that gets a reply instead of the biggest one you were hoping for.
Will this work with ChatGPT, Gemini, and other LLMs?
Yes. You get a native Claude Skill (.zip) that auto-invokes in Claude, plus a plain .md you can paste into a ChatGPT Custom GPT, a Gemini system prompt, or any LLM. The procedure travels with the file.
Can I share this with my team?
It's licensed for your own personal and professional use. The output it produces is yours to circulate. To put the Tool itself in the hands of a whole team, email hello@authority.md about team licensing.
What if it doesn't work for me?
If the file hasn't been delivered, or arrives defective or empty, we refund in full: see our refund policy.
Cold Outreach Review is a copy diagnostic tool. Not a guarantee of reply rates, which depend on targeting and offer as much as message quality.