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The Makura Prompt Library: prompts we actually use on client work.

Not 500 prompts scraped from a list. A small, deliberate set — each one written for a real business job, tested on live client projects, and explained so you can rewrite it for your own.

Written, not collected
Every prompt is original Makura work — none copied from public lists
Tested on paid work
If it isn't in our own workflow, it isn't in this library
Built on TEACH
The prompting framework we teach in AI Essentials
Copy and go
Works in ChatGPT, Claude and Gemini — fill the brackets, run it

Every prompt is ours

There are excellent open prompt libraries on GitHub — we read them too. But republishing someone else's prompts would make this page a duplicate of a page that already exists. So we wrote our own, from the work we do.

Written for the person paying

Most prompt libraries are built for developers. This one is built for owners, marketers and ops leads — the people whose Tuesday is proposals, ad copy, review replies and a report that's overdue.

We show the reasoning

A prompt you can't modify is a dead end — the moment your job differs slightly, it breaks. Each page explains why the prompt is built the way it is, so you can rebuild it for work we've never seen.

The library

Live prompts

We publish a prompt only once it has earned its place on real client work. That makes this list grow slowly — deliberately. Two are live now; the rest are in testing.

New SEO · AEO · GEO ~15 min

AI Search Visibility Audit

Find out what ChatGPT, Claude, Gemini and Perplexity actually say about your business — and why they recommend your competitor instead of you. This is the prompt we run in the first hour of every GEO engagement, and the results are usually uncomfortable.

Open the prompt For owners & marketers
New Sales & Proposals ~20 min

Client Proposal Writer

Turn a messy discovery call into a proposal that argues for the client's outcome instead of listing your deliverables. Built to kill the three things that lose proposals: vague scope, unanchored pricing, and a document that reads like it was sent to fifty other people.

Open the prompt For founders & agencies
New Content SEO ~10 min

SEO Blog Brief & Outline

Turn any keyword into a ready-to-write brief — titles, meta, a full outline and the questions to answer.

Open prompt For marketers
New On-page SEO ~5 min

Meta Title & Description Writer

Five click-worthy, correctly-sized title tags and meta descriptions, keyword-optimised and on brand.

Open prompt For anyone
New SEO strategy ~15 min

Keyword & Topic Cluster Map

From one seed topic to pillars, intent-sorted clusters and a page-by-page plan with quick wins.

Open prompt For founders
New Copywriting ~10 min

Product & Service Page Copywriter

Benefit-led page copy — hero, sections, objection handling and FAQ — with your keyword woven in.

Open prompt For owners
New AEO ~10 min

FAQ & FAQ Schema Generator

Eight answer-first Q&As plus valid FAQPage JSON-LD, built to win featured snippets and AI answers.

Open prompt For SEOs
New Sales ~10 min

Sales Objection Handler

Three honest, confident responses to any objection — quick reply, email and call script.

Open prompt For sales
New Sales ~10 min

Cold Email That Earns a Reply

Five subject lines, a tight prospect-first cold email, and a follow-up that earns replies.

Open prompt For founders
New Marketing ~15 min

One Source → A Month of Social

Turn one transcript, article or notes into 12–16 platform-ready posts with a 4-week cadence.

Open prompt For marketers
New Marketing ~10 min

Email Newsletter & Campaign Writer

Subject lines, a scannable body, a PS and a plain-text version for any nurture, promo or announcement.

Open prompt For marketers
New Support ~5 min

Customer Review Response Writer

On-brand public replies to any review — positive or negative — plus an optional private follow-up.

Open prompt For owners
New Support ~5 min

Customer Support Reply Writer

Empathetic, accurate replies for tickets and chat — with a short version and a de-escalation variant.

Open prompt For support
New Operations ~5 min

Meeting Notes → Decisions & Owners

Turn raw notes into a summary, decisions, owner-assigned action items and a ready-to-send recap.

Open prompt For teams
New Operations ~15 min

SOP & Process Document Writer

Turn a rough description into a full SOP — purpose, roles, numbered steps, checks and pitfalls.

Open prompt For ops
New Analysis ~15 min

Competitor Gap Analysis

A side-by-side competitor comparison, the gaps you can own, and five prioritised 90-day moves.

Open prompt For founders
New Analysis ~10 min

Monthly Report They'll Actually Read

Turn raw metrics into a plain-English report — summary, context, wins, a lesson and next steps.

Open prompt For agencies

In testing — published as they earn it

These are running on live client work right now. Each gets published once it survives contact with a real deadline.

+Schema markup from a page SEO
+Landing page that converts Copywriting
+Google Business Profile post pack Local SEO
+llms.txt for AI crawlers SEO
+GEO: get cited by AI assistants AEO
The method underneath

Every prompt here is built on TEACH

TEACH is the framework we teach in AI Essentials — five questions every prompt should answer before you press enter. It's why our prompts are long, specific, and boring to look at. Weak prompts are short because they leave the model to guess; strong prompts remove the guessing.

Learn the framework and you stop needing prompt libraries at all — including this one. That's the point. We'd rather you write your own than bookmark ours.

What separates a weak prompt from a strong one
01

Context the model can’t infer. It doesn’t know your industry, your customer, or last quarter. Anything you leave out, it invents.

02

A role with real constraints. “Act as a marketer” does nothing. “You’ve run paid social for trade suppliers for ten years” changes the vocabulary.

03

The shape of a good answer. Format, length, structure. If you don’t specify it, you get an essay when you needed a table.

04

An example of “right”. One sample of the output you want beats three paragraphs describing it.

05

Permission to push back. Tell it to ask before assuming, and it stops confidently inventing what it doesn’t know.

Why we give this away

This page is an audition.

We sell SEO, AEO and GEO — getting businesses found on Google and cited by AI assistants. So we built the library the way we'd build yours: original content, structured for machines, aimed at people who buy. If you found this page through an AI assistant, that's the whole argument.

Talk to us about your visibility

What we do for clients

  • GEO — being the business AI assistants name
  • AEO — owning the answer box, not just the blue link
  • SEO — Nepal, Australia and the USA
  • AI automation — chatbots and workflows on your own data
  • Academy — training your team to do this in-house

Straight answers

Questions people actually ask

Yes. Free to read, copy and use commercially. No signup, no email wall, no paid tier. We publish them because they demonstrate how we work — and because clients who understand AI are better clients to have.
All of them. Every prompt is plain language and tested on ChatGPT, Claude and Gemini. Where a prompt genuinely performs better on one model, we say so on the prompt page rather than pretending they’re identical.
Those lists optimise for volume — hundreds of prompts nobody has pressure-tested. We optimise for the opposite: a small number we actually run on paid client work, each with the reasoning behind it, the variables to change, and a worked example showing real output. If a prompt isn’t in our own workflow, it isn’t here.
Yes — copy them, edit them, put them in your team’s playbook. We only ask that you don’t republish the library wholesale as your own content. Attribution with a link back is appreciated but not required.
No. Each prompt works as-is — paste it and fill in the bracketed variables. Training matters when you want to write your own prompts for work we haven’t covered. That’s what AI Essentials teaches.
The Makura Creations team — the same people running SEO, AEO and GEO campaigns, building AI chatbots and automations, and teaching AI Essentials at Makura Academy. Every prompt comes out of client work, not out of a brainstorm.

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