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AI Prompt Libraries for UK Businesses

Ready-made AI prompts for your business live in the five free Hartz AI prompt libraries below, organised by business function. An AI prompt library is a collection of tested, ready-to-use instructions for tools like ChatGPT, Claude and Gemini. Hartz AI built these libraries specifically for UK SMEs and charities - plain English prompts you can copy, paste and use today.

These prompt libraries support our AI training programmes and hands-on AI workshops, giving your team a practical toolkit to keep using AI after training ends.

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What's Inside

  • Ready-to-use prompts for real business tasks
  • Organised by business function and use case
  • Plain English, no technical jargon
  • Designed specifically for UK SMEs and charities

Hartz AI publishes five free prompt libraries for UK SMEs and charities, covering business strategy, marketing, operations, people and HR, and sales. Every prompt is written in plain English, tested in real workshops, and ready to paste into ChatGPT, Claude, Gemini or Copilot. No technical skills or prompt engineering knowledge required.

What Is an AI Prompt Library and Why Does Your Team Need One?

A prompt library is a curated collection of ready-made instructions you paste into AI tools like ChatGPT, Claude or Gemini to get useful business output. Instead of staring at a blank screen wondering what to type, your team picks the prompt that matches their task, fills in the placeholders and gets a result in seconds.

Most UK small businesses waste hours experimenting with generic AI queries. Employees who use generative AI tools well save two to three hours a week, according to the McKinsey Global Institute's analysis of the economic potential of generative AI. A prompt library is how a small team captures those hours, because each prompt is designed for a specific business outcome rather than a vague request.

Craig Hartzel, founder of Hartz AI, developed these libraries after training over 500 professionals across UK organisations and seeing the same prompt mistakes repeated in every workshop. The wider prize is well documented: the UK Government's AI Opportunities Action Plan estimates that AI could add around £400 billion to the UK economy by 2030 - but only if ordinary teams can actually use the tools.

A good prompt library removes the guesswork - but the real time savings come when you match prompts to the specific business functions your team handles every day. That is why our AI training programmes include prompt library access alongside structured learning.

How Can AI Prompts Help UK Small Businesses Save Time?

ChatGPT prompts for small business owners work best when they are specific and structured. Vague prompts produce vague answers. Our AI prompts for SMEs UK teams use a tested format: context, task, format, constraints. This structure means your marketing assistant, operations lead or HR manager gets usable output first time.

Small businesses without dedicated AI teams benefit most from structured prompts. Only around one in three UK workers has had any formal AI guidance from their employer, according to the CIPD's research on people and AI, which is why a shared prompt library often moves adoption further than another tool licence. Time savings multiply when every department has prompts tailored to their daily work - from campaign briefs to policy drafts.

One caution before you roll prompts out widely: check what you are allowed to paste in. The Information Commissioner's Office sets out UK expectations in its guidance on AI and data protection, and our AI Governance for SMEs: A Practical Guide turns that into rules a smaller organisation can actually follow. Our hands-on AI workshops teach your team how to customise these prompts for your specific processes.

2–3 hrs
Average weekly time saved when employees use AI tools effectively
£400bn
Estimated contribution of AI to the UK economy by 2030
1 in 3
UK workers who have received any formal AI guidance from their employer
500+
UK professionals trained by Hartz AI
Hartz AI

Which AI Prompts Should You Use for Each Business Function?

Each library contains practical, ready-to-use AI prompts organised by business function. Browse by category to find the prompts that match your strategy, marketing, operations, HR or sales needs - each card explains who the library is for and what it covers.

AI Prompts for Business Strategy & Planning

Prompts for business planning, business models, revenue growth, expansion and innovation. Written for founders and directors who need a structured first draft of a plan, a model or a pricing decision. Start here if you are setting direction rather than running day-to-day campaigns.

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AI Prompts for Marketing Teams

Prompts for SEO, content, social media, email and campaign planning, including supporter journeys for charities. Built for small marketing teams and for the people who do marketing alongside another job. Covers the brief-to-draft stage rather than publishing.

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AI Prompts for Operations & Workflows

Prompts for workflows, project plans, risk registers and standard operating procedures. Aimed at operations leads who need documented process instead of knowledge that lives in one person’s head. Useful when you are writing a process down properly for the first time.

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AI Prompts for HR & Team Management

Prompts for recruitment, performance reviews, learning and development, engagement and internal communication. Designed to help you draft and structure people work faster. A named person still makes every hiring and performance decision — the prompts prepare the paperwork, not the judgement.

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AI Prompts for Sales & Outreach

Prompts for cold outreach, follow-ups, discovery calls, proposals and account management. Built for founders and small sales teams who write their own messages. Covers the preparation and drafting around selling, not automated sending.

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Which Guides Should You Read Alongside the Prompt Libraries?

Prompts answer "what do I type?". These companion guides answer the questions that come next - where to start, whether training pays back, and what rules to set before a whole team starts using AI.

Getting Started with AI: A Guide for UK Businesses

The first-steps guide for teams that have never used AI deliberately. It walks through choosing a tool, picking a first use case and setting expectations with your team. Read this before the prompt libraries if AI is entirely new to your organisation.

AI Readiness Checklist for UK Businesses

A structured checklist covering data, skills, tooling and governance so you can see where your organisation actually stands. Use it to find the gaps that would stall an AI rollout before it starts.

AI Governance for SMEs: A Practical Guide

How a smaller organisation puts sensible AI rules in place without a compliance department. It covers acceptable use, data handling and who signs off on what — the groundwork to do before you roll a prompt library out across the whole team.

Is AI Training Worth It? ROI Guide for UK Businesses

A method for working out the return on AI training before you commit budget, based on time saved per person and realistic adoption rates. It also names the costs most organisations forget to count.

Who Provides AI Training for UK Businesses?

A comparison of the organisations delivering AI training in the UK, from universities and membership bodies to independent specialists. Useful when you are shortlisting providers and want to know what each type does well.

How to Choose an AI Consultant for Your SME

The questions to ask before you appoint anyone, and the warning signs that a consultant is selling tools rather than outcomes. Written for owner-managers making the decision without an in-house technical team.

What Is a Fractional Chief AI Officer?

Explains the fractional Chief AI Officer role: senior AI leadership bought by the day rather than hired full time. It covers what the role owns, when it makes sense for an SME and how it differs from project consultancy.

Want a Private Prompt Library?

Hartz AI can adapt all of these libraries to your processes, tools and team. Get a custom prompt library tailored to your organisation's specific needs - built by the same team that designed these public libraries.

Frequently Asked Questions

Do I need technical knowledge to use these prompt libraries?

No. Every prompt in our libraries is written in plain English for non-technical teams. You copy the prompt, paste it into ChatGPT, Claude or Gemini, and adjust the bracketed placeholders for your business. No coding or prompt engineering knowledge required.

Which AI tools work with these prompts?

All prompts work with ChatGPT (free or Plus), Google Gemini, Anthropic Claude and Microsoft Copilot. The prompts use natural language, so they transfer across any large language model without modification.

Can I adapt these prompts for my specific industry?

Yes. Each prompt includes placeholder sections you can customise for your sector, audience and goals. For fully tailored prompt libraries matched to your internal processes, Hartz AI offers bespoke prompt library development as part of our AI training programmes.

How often are the prompt libraries updated?

We review and update our prompt libraries quarterly to reflect changes in AI tool capabilities and new business use cases. Each library carries a last-updated date so you always know you are working with current material.

Ready to get started?

Book a discovery call to discuss how these prompt libraries can support your team's AI adoption - or explore our training programmes for structured learning alongside prompt access.