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Most prompt libraries on the internet are garbage.

That is not a controversial take. It is just true. You have seen them. Hundreds of prompts, organized by category, none of them actually useful because they are designed to look impressive in a thread rather than produce output you can ship.

I am going to give you seven today. Not a hundred. Seven. Each one replaces a task a small business owner usually either does poorly themselves, hires out expensively, or ignores entirely. Each one produces output good enough to go to work with after a single polish pass.

Copy them. Paste them into your model of choice. Adjust the bracketed details for your business. Ship by Friday. If these do not earn you back more than you pay for the subscription in one week, you are using them wrong, and I will tell you where most people slip at the end.

Run all seven through whatever you use. I bounce between Claude and ChatGPT via Galaxy.ai so I do not pay two subscriptions.

Prompt one, the website homepage rewrite

The homepage most small businesses have is a paragraph of vague positioning followed by a list of services. That is a brochure. A brochure is not a sales page. Fix it.

"You are a direct response copywriter working for a small business. Your job is to rewrite the homepage so it generates calls, demos, or purchases rather than just describing the company. The business is [one sentence describing what you do and for whom]. The ideal customer is [one sentence describing them]. The outcome they want is [one sentence]. The proof we have is [any testimonial, number, or logo]. Rewrite the homepage as a tight sequence. Hook, problem, solution, proof, offer, call to action. Keep the total under four hundred words. Voice is direct, confident, no jargon. Do not use em dashes."

Run this. Compare the output to what is on your site now. Nine times out of ten the prompt output is tighter, clearer, and easier to skim. Polish it for your voice. Ship it. Measure conversion on the new page for two weeks.

Prompt two, the service page audit

Every service you sell probably has a page. Most of those pages have not been edited since launch. They answer the wrong questions, lead with features instead of outcomes, and ask the reader to "contact us" instead of making a decision.

"You are a conversion optimization consultant. I will paste the current copy for a service page. Audit it against these criteria. One, is the headline outcome oriented. Two, does the first paragraph state who this is for and who it is not for. Three, does the page preempt the three most common buyer objections. Four, is there a clear next step with urgency. Five, does the call to action match the temperature of the buyer. Return a numbered list of specific changes, then rewrite the page incorporating them. No em dashes."

Paste your service page after the prompt. You will get a rewrite that is usually eighty percent of the way to publishable. The remaining twenty percent is voice and truth, which you add.

Prompt three, the cold outreach sequence

Cold outreach done with a generic template has a negative return. It burns your domain and your reputation. Cold outreach done with a personalized angle, shipped at volume, is still one of the most reliable ways to build pipeline.

"You are an outbound sales writer. The sender is [your role and company, one sentence]. The target is [their role and industry]. The reason for reaching out is [specific trigger, role change, company news, shared connection, recent post, etc]. Write a three email sequence. Email one, twelve hundred characters or less, referencing the specific trigger. Email two, seven days later, shorter, offering one specific insight with no ask. Email three, seven days later, one line, direct ask for a fifteen minute conversation. Voice is plainspoken and self aware. No corporate hedging. No em dashes."

Run this for every ideal customer profile you target. Pair with Clay for enrichment and a decent outreach tool for delivery. A sharp sequence compounds quickly. Bad sequences compound the other direction.

Prompt four, the newsletter hook generator

You write a newsletter. You stare at the blank subject line. Twenty minutes go by. You type something generic. Your open rate reflects the effort.

Fix this.

"You are an email copywriter with a reputation for getting absurd open rates on business newsletters. Given the body of the newsletter below, generate fifteen subject lines in five categories. Three curiosity driven. Three outcome driven. Three contrarian. Three specific number driven. Three question driven. Each subject line must be under fifty characters. No clickbait. No em dashes. After the list, mark your top three picks and explain why in one sentence each."

Paste the newsletter body. Get fifteen options. Pick one. Ship. Your open rate will move. Five minutes of work. Once you find a category that consistently wins with your list, weight future runs toward that category.

Prompt five, the objection handler

Every sale has an objection pattern. Price. Timing. Fit. Trust. Internal buy in. You probably answer the same three or four objections every week. Here is how to never lose your momentum on them again.

"You are a sales strategist. I will paste a specific objection a prospect raised. Produce three responses. Response one, the empathetic reframe, which acknowledges their concern and reframes without dismissing. Response two, the evidence response, which uses a specific proof point to counter. Response three, the future pacing response, which paints what happens if they delay versus act. Each response is three to five sentences. Voice is confident, no defensiveness, no hedging. No em dashes."

Drop in an objection. Get three angles. Use the one that fits this prospect. Over time, build a library of your best responses by objection type. That library is an asset you will use for years.

Prompt six, the offer page skeptic check

Before you launch anything, run the skeptic check. It costs nothing and prevents the kind of launch that dies on day one because the offer page had three obvious gaps you could not see because you were too close to it.

"You are a skeptical prospect considering whether to buy. Your personality is direct, a little impatient, and unwilling to be charmed. I will paste an offer page. Read it as a buyer. Tell me. One, within ten seconds, do you know exactly what this is and who it is for. Two, what is the single biggest objection you have after reading it. Three, what is missing that would make you trust this seller. Four, where would you stop reading and why. Five, if you had to rewrite one section to make the offer stronger, which one and how. Be ruthless. No compliments. No em dashes."

Paste your offer page. Read the feedback. Fix the three biggest gaps. Ship.

Prompt seven, the quarterly review and plan

Most small business owners skip quarterly review. They are too busy operating to stop and think. Then Q4 rolls around and they realize three of the past four quarters drifted in directions they did not intend. Use this prompt at the end of every quarter.

"You are a strategic advisor for a small business. I will paste three inputs. One, the revenue and top line numbers for the last quarter. Two, the three main objectives I set at the start of the quarter. Three, three bullets on what happened that I did not expect. Based on those inputs, produce a one page review. What worked and why. What did not and why. What to stop doing next quarter. What to start. What to double down on. Three concrete objectives for next quarter, each with a measurable target and a one sentence plan. Voice is direct, no management consulting fluff. No em dashes."

Run this on the last day of the quarter. Do not skip it because it feels awkward to write honestly about your own quarter. That is exactly the friction this prompt is designed to remove. The model does not care about your ego. It will ask what you did, why, and what next. That is the whole point.

The honest caveat

These prompts are force multipliers, not replacements. If you do not understand your business, the output will be slick and hollow. If you do understand your business, the output will be a serious acceleration.

The difference is in the inputs you give. Specificity matters. "Small business" produces generic output. "A three person agency selling fractional CMO services to B2B SaaS companies doing two to ten million in revenue" produces something usable. The more specific the context, the better the output. Put in fifteen seconds of effort describing your business precisely, and the prompt returns something you can actually use.

A secondary rule. Do not let these become a crutch. The goal is to compress the production time on repeatable tasks so you can spend that reclaimed time on the parts of your business only you can do. Sales conversations. Strategic bets. Team development. Product decisions. Do not use the time savings to produce more content of lower quality. Use the time savings to raise the quality of the things that actually matter.

A place to store these

Put the seven prompts in a document. Call it Prompt Vault. Reference it weekly. Add your own as you build them. Delete the ones that stop serving you. By the end of the year you will have twenty or thirty prompts calibrated to your exact business. That document is one of the most valuable assets a modern operator can build, and it never appears on a balance sheet.

I keep mine in a simple doc alongside the anchor thesis for the week. That is it. No fancy app, no special system. The value is in the usage, not the storage.

Run them this week

Pick two of the seven. Not all seven. Two. Run them on real inputs from your business. Ship the output after one polish pass. Measure for a week.

If the output saved you time, earned a reply, closed a deal, or sharpened a page, the prompts are working. Add the other five over the next month. By the end of May you will have replaced most of what a junior marketing team does, without adding headcount.

That is the promise. Here is the reality. You still have to show up, put in specific inputs, and press send. The prompts do the typing. You do the thinking.

Want the full prompt vault, including fourteen more prompts I did not share today? Reply BLUEPRINT for the AI Workflow Blueprint at forty seven dollars. If you want hands on help plugging these into your exact business, reply ACCELERATOR for the AI Business Accelerator.

Tomorrow is tool review day. We are putting Galaxy.ai under the microscope. Brutal, honest, no vendor fluff.

Jordan Hale The AI Newsroom

Speak your constraints, examples, and context into any AI tool. Wispr Flow formats it into clean, structured input — the kind that gets useful answers on the first try. No re-prompting. Start flowing free.

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