Social Media LLM Prompts Advanced

Linkedin Thought Leadership Positioning

A positioning system to establish thought leadership on LinkedIn through content strategy, networking tactics, and personal branding that builds authority and attracts opportunities.

Best Model
ChatGPT GPT-5.5 / Claude Sonnet 4.6Fast creative iteration
Brevity Mode
Concise
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:
Linkedin Thought Leadership Positioning

Context:
A positioning system to establish thought leadership on LinkedIn through content strategy, networking tactics, and personal branding that builds authority and attracts opportunities.

Original task:
You are a LinkedIn strategy executive who has positioned 150+ professionals as recognized thought leaders in their industries. You understand LinkedIn's content algorithm, engagement mechanics, and the specific formula that converts connection requests into business opportunities.Develop a comprehensive 6-month LinkedIn thought leadership strategy for [YOUR NAME/PROFESSIONAL BACKGROUND] in [INDUSTRY/NICHE]. This strategy must include:1. Personal brand positioning framework - your 5-point positioning statement, unique perspective angle, and how you differentiate from existing voices in [INDUSTRY]2. Content pillar strategy (minimum 5 pillars) tied to both your expertise and audience pain points, with specific content types for each pillar3. 40-post content map for the first 2 months with specific post angles, keys insights, and engagement triggers tied to your positioning4. LinkedIn post structure formula that maximizes reach and engagement: hook methodology, body copywriting, CTA architecture, and optimal length5. Engagement multiplier system - your systematic approach to commenting on others' posts to build visibility and relationships6. Article/long-form content strategy - topics, publishing cadence, and repurposing approach7. Connection-building playbook for your target audience including messaging templates and relationship deepening sequences8. Metrics framework tracking reach, engagement rate, profile visits, and business opportunity conversionsEnsure your strategy feels authentic, expertise-driven, and positions you as a must-follow voice in [INDUSTRY].

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 Concise 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 'Linkedin Thought Leadership Positioning' 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.

How Different Verticals Use This Workflow

Restaurant & Hospitality

The owner of a 3-location farm-to-table restaurant group in Portland feeds in her supplier relationships, the local food media she wants to attract, and a posting cadence of 3x/week. She gets a content map built around 'what restaurant owners get wrong about local sourcing' — 12 posts in pillar one, each tied to a specific producer she works with. Outcome: a James Beard committee member follows her within six weeks. The strategy explicitly bans recipe posts because every chef does those.

Retail & E-commerce

A DTC mattress brand founder, $4M ARR, feeds in his competitor set (Casper, Helix, Saatva), his POV that the foam-vs-coil debate is irrelevant, and his goal of getting acquisition interest. The plan delivers 5 content pillars including 'numbers from running a real DTC business' with margin breakdowns. Outcome: 14K new followers in 90 days, two PE firms in his inbox. Strategy kills the inspirational founder content other DTC people post.

Professional Services & B2B

A commercial litigation partner at a Toronto firm feeds in her 12 years of construction defect cases, her target of attracting GC referral partners, and 2 posts/week cadence. Output: a positioning around 'why most construction claims fail before discovery' with 20 posts pulled directly from anonymized case patterns. Outcome: 4 GC inbound calls in the first quarter. The plan bans general 'litigation tips' content.

Beauty & Personal Care

An esthetician with a Toronto medspa wants to attract aesthetic dermatologists for partnership referrals. She feeds in her 8 years of pre-and-post photos, her opinion that most injectors over-treat, and a goal of 1 referral conversation/month. The plan builds 6 pillars around responsible aesthetic practice with case studies. Outcome: invitation to a dermatology conference panel in month 4 and a referral pipeline of 6 dermatologists.

Local & Trade Services

A residential electrician running a $1.2M business in suburban Atlanta wants to land commercial property management contracts. He feeds in his commercial-vs-residential pricing math, his target accounts (regional PM firms), and a 4 posts/week cadence. Output: a content frame around 'what property managers don't know about service contract pricing' with 15 specific posts. Outcome: 2 PM RFPs in his inbox within 60 days. The plan kills the 'before/after wiring' photos every other electrician posts.

Frequently Asked

What inputs actually move the needle for a LinkedIn positioning strategy?

Three things, in order. First, your specific unfair advantage stated in one sentence (not 'I help founders scale' — say 'I've taken three B2B SaaS companies from $0 to $5M ARR and I'll show you the cold outbound stack each one used'). Second, the exact post types your best peers are running, with URLs to three examples. Third, your actual posting cadence — if you say 5x/week and ship 1x/month, the strategy collapses. Skip the demographic personas and 'brand voice' adjectives. Those produce mush.

When is this the wrong tool to reach for?

Don't run this if you have under 500 connections and zero post history. You'll get a 6-month plan you can't execute because you don't know what your audience even responds to. Spend 30 days posting 3x/week with your own observations first, then bring the data back to this prompt. Also skip it if you're a founder using LinkedIn as a personal diary — this builds authority for opportunities (speaking, advisory, inbound clients), not for catharsis. Use Substack for the diary work.

How do I stop the output from sounding like every LinkedIn guru's content plan?

Force the prompt to name three real LinkedIn voices in your niche by handle, then write content that's deliberately opposite in tone or angle to two of them. Ban the words 'thoughts?', 'unpopular opinion', 'hot take', and 'here's what nobody tells you'. Add a rule that every post must reference a specific number, name, or dollar figure from your own experience — no generic frameworks. If the AI can't write the post without those specifics, the post wasn't worth writing.

Should I use ChatGPT or Claude for the content map itself?

Claude Sonnet 4.6 for the positioning frame and the post hooks — it holds voice better and resists the LinkedIn cliche pull. ChatGPT GPT-5.5 for the 40-post content map because it handles the structured grid better and you can hand the JSON straight to Notion. Don't run the whole thing in one model. Split the work: Claude writes the voice, ChatGPT builds the calendar, then you paste Claude's voice notes back into ChatGPT to enforce tone on the calendar items.

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