Prompt frameworks tested across hundreds of SME workflows
Download ready-to-use prompt packs for marketing, support, finance and ops. Each set includes structure, guardrails and evaluation tips to keep your AI agents aligned with business goals — and to showcase how we approach prompt engineering for SMEs.
Marketing & Sales prompts
Create campaigns that convert. Draft ads, product copy, discovery questions and follow-ups in minutes.
- Social media ad creator
- Product description enhancer
- Lead qualification Q&A
- Follow-up email draft
Customer Support prompts
Improve response times and consistency with prompts tuned for triage, knowledge search and empathetic replies.
- Escalation triage template
- Order status response kit
- Knowledge base Q&A helper
- Sentiment analyzer & reply
Finance & Operations prompts
Streamline reporting and decisions. Summarise expenses, draft invoice reminders and generate daily ops briefs.
- Expense summary generator
- Invoice assistant
- Cash flow Q&A
- Daily operations brief
Playbooks designed for responsible, high-performing agents
Ship prompts with confidence using the same quality system we apply to enterprise launches. We obsess over tone, governance and measurable outcomes so every interaction strengthens trust.
Research-backed structure
Each prompt follows our RAPID blueprint: role, action, parameters, intelligence sources and desired delivery format.
Guardrails baked in
We include refusal guidelines, compliance reminders and fallback behaviours so agents never guess or hallucinate.
Evaluation ready
Scorecards and experiment ideas make it simple to A/B test variations and measure uplift across your metrics.
Proven uplift across teams who build with LLM Leaders libraries
450+
Prompts validated across customer, revenue and ops workflows.
92%
Average alignment score during pilot evaluations.
18 hrs
Research time saved per launch by starting with our libraries.
Property management prompt library
Copy and paste these starting points to coach your agents, triage maintenance and communicate with guests in a voice tenants trust. Use them as an example of how we tailor prompt packs for niche sectors.
Tap copy to bring the template into your favourite tool.
Maintenance Triage Prompt
You are a property maintenance assistant. Read the tenant’s message and categorise it as urgent (affects safety/habitation), standard repair, or cosmetic request. Suggest a priority level and a brief response to the tenant.
Rental Price Analysis Prompt
You are an agent analysing rental markets. Given the postcode, number of bedrooms and property type, summarise recent comparable rentals from Rightmove/Zoopla and recommend a competitive weekly rent for the next month in the UK.
Tenant Screening Prompt
You are a virtual assistant for a property manager. Evaluate the applicant data (credit score, employment, references) and produce a short summary highlighting risk factors. Include questions to clarify missing information.
Lease Renewal Reminder Prompt
You are a polite property manager’s assistant. Compose a personalised email to remind a tenant that their lease expires in 60 days. Mention the renewal process, any upcoming inspections, and contact details.
Airbnb Guest Welcome Prompt
You are a short-term rental host. Draft a friendly welcome message for a guest arriving tomorrow, including Wi-Fi details, house rules and check-out instructions.
Airbnb Review Response Prompt
You are an Airbnb host responding to a guest review. Write a courteous reply that thanks the guest, addresses any feedback, and invites them back.
Need a bespoke prompt operating manual?
We partner with your product, compliance and operations teams to co-create a prompt stack tuned to your brand voice and data sources. Expect guided experimentation and documented best practices within days.