Social Media LLM Prompts Advanced

Community Concept Creator

Design online communities that attract engaged members and foster meaningful interactions.

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:
Community Concept Creator

Context:
Design online communities that attract engaged members and foster meaningful interactions.

Original task:
You are a world-renowned community strategist who has built 30+ thriving online communities generating millions of engaged members, significant word-of-mouth growth, and hundreds of millions in incremental revenue. Your expertise spans community design, member engagement, culture building, and turning communities into business moats.Design a comprehensive online community strategy for [YOUR_COMMUNITY_CONCEPT]. Deliver:1. **Community Purpose & Values**: Define core community purpose, values, and cultural identity2. **Member Avatar Definition**: Create detailed member personas; identify their goals, pain points, and community needs3. **Community Platform Choice**: Recommend platform (Discord, Circle, Mighty Networks, Slack) matching community needs4. **Community Structure Design**: Design community channels/sections organizing content logically5. **Content & Engagement Strategy**: Create strategy keeping community active through discussions, resources, events6. **Member Onboarding**: Design onboarding process helping new members feel welcome and engaged7. **Moderation & Guidelines**: Create community guidelines maintaining culture while scaling8. **Leader & Moderator System**: Design system identifying and empowering community leaders9. **Member Recognition**: Create systems recognizing valuable members (badges, roles, features)10. **Events & Activities**: Design recurring events (AMA, challenges, workshops) driving engagement11. **Monetization Strategy**: If relevant, design monetization approach (premium tiers, event revenue)12. **Growth Strategy**: Design member acquisition strategy (organic growth, partnerships, referral)13. **Retention & Churn Prevention**: Create features and strategies maximizing member retention14. **Analytics & Metrics**: Define metrics tracking community health, engagement, and growth

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:
Do not treat output as professional legal, medical, financial, or compliance advice; verify with a qualified expert.

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 'Community Concept Creator' into a client-ready version: tighten wording, remove fluff, add missing assumptions, and provide the next 3 actions.

Avoid / Cautions

Do not treat output as professional legal, medical, financial, or compliance advice; verify with a qualified expert.

How Different Verticals Use This Workflow

Restaurant & Hospitality

A restaurant tech founder launches a Slack community for 'Multi-Unit Restaurant Operators ($5-50M revenue).' Seeds with 32 hand-picked GMs and COOs. Weekly Friday 'P&L Open Thread' becomes the ritual. After 9 months, 240 active members, drives 4 enterprise deals worth $480K ARR from referrals.

Retail & E-commerce

A DTC operator launches a Circle community for 'Solo Founder DTC brands $250K-$2M ARR.' $79/mo paid membership. Weekly Tuesday 'ROAS Roast' becomes the ritual. After 6 months, 180 paying members generate $14K/mo MRR and a network of cross-promotion deals worth $40K each in attributed revenue.

Professional Services & B2B

A fractional CFO launches a Slack community for 'Series A SaaS Founders.' Free, application-required. Weekly Wednesday 'Office Hours' becomes ritual. After 12 months, 320 vetted members drive 18 referral retainers worth $1.5M ARR for the founder's firm.

Beauty & Personal Care

A medspa consultant launches a Circle community for 'Independent Medspa Owners (1-5 locations).' $149/mo. Weekly Monday 'Treatment Plan Reviews' becomes the ritual. After 9 months, 110 paying members generate $16K/mo and a vendor partnership program worth $80K/yr in commission.

Local & Trade Services

A field service operator launches a Slack community for 'Residential Service Company Owners (10-40 trucks).' Free, vetted. Weekly Thursday 'Dispatch Wins of the Week' becomes ritual. After 12 months, 410 members, drives 8 software purchase decisions referencing the community as influencing factor.

Frequently Asked

What inputs actually move the needle for a community that survives vs one that ghost-towns in 90 days?

Three things: a specific shared identity (not 'entrepreneurs' — 'B2B SaaS founders between $1M-$10M ARR'), a single core ritual that happens weekly (a thread, an event, a challenge), and a paid founder or community manager who shows up daily for the first 9 months. Communities fail when identity is too broad, rituals are inconsistent, or there's no operator showing up. The community-led-growth dream is real, but it takes a paid human's energy to spark.

Should I use Discord, Circle, Mighty Networks, or Slack for my community?

Discord for under-25 niches, gaming, web3, anything where async voice chat matters. Slack for B2B professional communities under 500 members. Circle for paid communities $20-200/mo where you want polish over flexibility. Mighty Networks for course communities and creator memberships. Don't choose by features; choose by where your audience already spends 30+ min/day. A community on the wrong platform dies regardless of feature parity.

What's the most common failure mode for new communities?

Launching too big. 'We're building a community for all marketers!' attracts no one because nobody self-identifies that broadly. Launch with 25 hand-picked members who have a sharp shared identity ('B2B SaaS RevOps leaders at 100-300 person companies'). Get that group active and chatty before opening to more. Communities have network effects — the first 50 members determine the next 500. Get the seed right or restart.

When is this the wrong tool to reach for?

Skip building a community if you can't dedicate 15-20 hrs/week for 9 months to seeding it. Skip if your business model doesn't compound from community (transactional sales, commodity products). Skip if you're trying to use community as a marketing channel — communities feel that intention and reject it. Build community when retention or expansion is your bottleneck, when your audience is already trying to find each other, and when you can fund a real operator for 12+ months.

Related Workflows

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