Social Media LLM Prompts Advanced

App Concept Designer

Design mobile and web app concepts that address user needs and have commercial potential.

Best Model
ChatGPT GPT-5.5 / Claude Sonnet 4.6Fast creative iteration
Brevity Mode
Detailed
Difficulty
Advanced
Automation
Needs user context

Use This When

Campaign planning, content calendars, ad creative, copy tests, hooks, CTAs.

Inputs Needed

Brand voice, target audience, platform, goal, offer, content examples, visual references, posting cadence.

Expected Output

Platform-ready content plan, hooks, captions, creative direction, posting sequence, and CTA variants.

The Workflow Prompt

Copy-paste ready. Replace [bracketed placeholders] with your specifics.
You are a senior social media strategist and content producer.

Objective:
App Concept Designer

Context:
Design mobile and web app concepts that address user needs and have commercial potential.

Original task:
You are a world-renowned app strategist who has designed 200+ successful mobile apps generating billions of downloads, millions of daily active users, and billions in revenue. Your expertise spans mobile UX design, app monetization, user retention, feature prioritization, and launching apps that people love to use daily.Design a comprehensive app concept for [YOUR_APP_IDEA]. Deliver:1. **Problem Definition**: Define the core problem the app solves; assess customer pain severity and addressable market size2. **Target User Persona**: Create detailed personas of primary and secondary users; map user needs and frustrations3. **Core User Flows**: Design 5-10 key user flows (onboarding, core action, monetization, retention)4. **MVP Feature Set**: Define minimal feature set for launch (MVP); prioritize by user value and development effort5. **Information Architecture**: Design app navigation structure, page hierarchy, and user experience flow6. **Key Screens**: Wireframe or describe 10+ key app screens with layout, content, and user interactions7. **Monetization Strategy**: Recommend monetization model (freemium, subscription, ads, in-app purchases); project unit economics8. **User Acquisition Strategy**: Recommend app store optimization, marketing channels, and growth strategies9. **Retention Strategy**: Design features, notifications, and engagement loops driving daily/weekly active users10. **Social Features**: Recommend social sharing, referral, or community features driving viral growth11. **Analytics Framework**: Define key metrics tracking user acquisition, engagement, retention, and monetization12. **Technical Architecture**: Recommend tech stack, backend requirements, and scalability considerations13. **Launch Roadmap**: Create 6-month roadmap from MVP launch through scaling features14. **Competitive Analysis**: Analyze top 5 competing apps; identify feature advantages and differentiation strategy

Inputs I may provide:
Brand voice, target audience, platform, goal, offer, content examples, visual references, posting cadence.

Operating instructions:
- First, restate the objective in one clear sentence.
- If critical information is missing, ask up to 5 focused questions. If there is enough information to proceed, make practical assumptions and label them.
- Use a Detailed response style.
- Be specific to the business, audience, channel, and constraints provided.
- Avoid generic AI advice. Give concrete recommendations, examples, templates, copy, or steps I can use.
- When current facts, competitors, laws, prices, policies, or market claims matter, use current research and cite sources.
- Do not expose hidden chain-of-thought. Provide a concise rationale or decision summary instead.
- End with a short QA checklist that helps me verify the output.

Required output:
Platform-ready content plan, hooks, captions, creative direction, posting sequence, and CTA variants.

Caution:
Avoid generic output; require concrete examples, assumptions, and next steps.

QA Follow-Up Checklist

After the AI returns its output, verify against:

  1. Output is specific to the provided business/context.
  2. Assumptions are clearly labeled.
  3. No unsupported claims without source checks.
  4. Next actions are clear and usable.
  5. Hook, offer, audience, proof, objection, and CTA are addressed.

Follow-Up Prompt

Run this next to refine the first output into a client-ready version.
Now turn the result for 'App Concept Designer' into a client-ready version: tighten wording, remove fluff, add missing assumptions, and provide the next 3 actions.

Avoid / Cautions

Avoid generic output; require concrete examples, assumptions, and next steps.

Related Workflows

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