ChatGPT Prompts for Social Media that Go Beyond Generic Captions

ChatGPT can do more than write captions. Used right, it can study your past posts, mirror your brand voice, pull ideas from customer reviews, and build platform-specific drafts (with hooks, alt text, hashtags, and a test plan). This guide shows you how—with research-backed prompts you can paste and run today.
📍 Mohave County Snapshot
Examples mention Bullhead City, Kingman, and Lake Havasu City. Swap in your town, niche, and seasonal events (river weekends, Route 66, spring break) to localize reach and relevance.
- Speed + structure: Batch a week of on-brand posts in 30–45 minutes.
- Consistency: Lock tone, reading level, and CTAs across platforms.
- A/B learning: Generate variants and log UTMs so you can measure what wins.
- Avoid: generic “inspirational” fluff, made-up stats, and inaccessible images. Always add good ALT text and platform context. See W3C image description guidance and X/Twitter’s alt-text help.
Step 1 — Give ChatGPT your baseline (so it sounds like you)
Paste the following once in a new chat. It stores your brand voice, goals, and constraints.
Prompt 1 — Brand Voice + Guardrails (paste & customize)
Act as a senior social strategist. Save this as the persistent brief for all future responses in this chat. Brand: [your business], Mohave County, AZ. Services: [list]. Audience: [locals / tourists / homeowners / SMB owners]. Voice: Friendly, plain-English, 7th–9th grade reading level, no jargon. What matters: Mobile-first readability, one clear CTA, local references when useful. Hard rules: No invented facts. If a stat is requested, ask me for a source first. Include descriptive ALT-TEXT for images (keep concise per W3C). Outputs must include: Hook, body, CTA, 3–5 hashtags, suggested image idea + ALT-TEXT, and one testable variation.
Step 2 — Make ChatGPT “dig” (analyze what already works)
Don’t guess. Feed it your actual posts and metrics. Copy/paste last month’s top 10 posts with likes, comments, saves, link clicks. Then run:
Prompt 2 — Engagement Pattern Analysis
Analyze these 10 posts (content + metrics). Identify patterns by hook type, topic, media format, and posting time. Output: 1) Top 3 repeatable hooks, 2) Topics that drove saves/shares, 3) “Stop doing” list, 4) A one-week plan with 5 posts using the winning elements. Include platform-specific captions + ALT-TEXT. Ask for missing data if needed.
Step 3 — Generate platform-specific drafts (IG, FB, TikTok, LinkedIn)
Each platform favors different structures. Use prompts that force the right output pieces and accessibility:
Instagram / Facebook
Prompt 3 — Carousel + Reels Pack
Create a 6-card carousel about [topic], then a Reel script (≤20s) with hook, on-screen text, and voiceover. Provide a 150–220-word caption with a single CTA. Add ALT-TEXT for each slide image per W3C’s concise description guidance.
Reference: W3C images tutorial
Prompt 4 — Localize
Rewrite for Lake Havasu City shoppers this weekend. Mention [event or landmark], a quick driving/parking tip, and add one geo-hashtag. Keep reading level ~8th grade.
TikTok
Prompt 5 — Three Short Scripts
Write 3 punchy scripts (≤15s) for TikTok on [topic]. Provide on-screen text beats, B-roll ideas, and a single CTA. Include a 1-sentence video description and a comment I can pin for FAQs.
LinkedIn (owner/founder POV)
Prompt 6 — Story + Lesson
Write a 120–180 word founder post about [client outcome/lesson], with 1 insight, 1 takeaway, and 1 question to invite comments. Avoid buzzwords. Format in short lines for mobile.
Step 4 — Accessibility baked in (ALT text that helps real people)
Add meaningful, concise ALT text for images (describe the content and its purpose, not the aesthetics). See W3C’s tutorials for when to include details and when to keep it brief; here’s how to add ALT on X/Twitter.
Prompt 7 — ALT-TEXT Helper
Given this image description [describe it], write 1 ALT-TEXT line (≤125 chars) that conveys the important info for someone who can’t see the image. Don’t include “image of”.
Step 5 — Measure with UTMs (so you learn what works)
When you link to your site, add UTM tags so you can see which post drove the click in your analytics. The easiest way: Google’s Campaign URL Builder. Save a few standard templates and reuse them.
Prompt 8 — UTM Generator + Content Log
For this landing page [URL], create UTM links for Instagram, Facebook, TikTok, and LinkedIn. Use utm_source=[platform], utm_medium=social, utm_campaign=[topic_YYYYMM]. Output a small CSV I can paste into Sheets with columns: date, platform, post_id/slug, hook, CTA, UTM_link.
Step 6 — Bring in real customer language (reviews, chats, emails)
Paste anonymized snippets from reviews or support emails. Have ChatGPT pull pains, desires, and exact phrases for hooks and captions.
Prompt 9 — Voice of Customer Mining
Extract recurring pains, desires, and “exact phrases” from these reviews/emails. Produce 10 hook lines that mirror the customer’s words, plus 5 objections with short, reassuring replies. Flag regulated claims if any appear.
Step 7 — Build your weekly system
- Mon (Plan): Run Prompt 2, pick 5 posts, create UTM links, schedule.
- Wed (Make): Record short videos (Prompt 5); export captions/ALT (Prompts 3 & 7).
- Fri (Measure): Check GA for UTM clicks and top posts; note saves/shares.
- Sun (Refine): Keep what worked, drop what didn’t, iterate hooks.
Worked examples (swap in your business)
Example A — Lake Havasu plumber (Instagram carousel)
- Hook: “3 leaks that spike Havasu water bills (and how to spot them).”
- Body: 6 slides (problem → fix). Local tip: “Weekend visitors? Test this before checkout.”
- CTA: “Need help? Tap ‘Call’—same-day slots before 3pm.”
- ALT-TEXT (slide 2): “Close-up of a dripping faucet with $ sign overlay; text: ‘Silent leaks = pricey bills.’”
Example B — Kingman boutique (TikTok 15s)
- Hook (on-screen): “Local gift ideas under $25 (Kingman).”
- B-roll: 5 quick cuts of items + price tags + a “gift wrap” shot.
- CTA (pinned comment): “DM ‘GIFT’ for curbside pickup hours.”
Advanced: non-generic prompts that force depth
These patterns use best practices: give role + goal, supply examples, set constraints/format, then ask for a self-check.
Prompt 10 — “Research → Draft → QA” (one-shot)
Role: Senior social strategist. Goal: Draft 3 post variants for [platform] about [topic] aimed at [audience]. Inputs: [paste 5 recent posts + metrics], [3 competitor angles], [customer quotes]. Constraints: 8th-grade reading level; no claims without a source; include ALT-TEXT; 1 CTA; ≤3 emojis; avoid clichés. Steps: (1) Pattern analysis of inputs, (2) 3 variants (Hook, Body, CTA, Hashtags, ALT-TEXT, UTM placeholders), (3) Self-critique: list 3 risks of each (ambiguity, compliance, accessibility) and fix them, (4) Final output in a table I can paste into my scheduler.
Helpful references: OpenAI prompt-engineering guide • OpenAI Cookbook
FAQs
Quick answers to common “Can ChatGPT do that?” questions.
Can I make ChatGPT use my real data?
How do I write good ALT text for social images?
How do I track which post drove the clicks?
How do I avoid generic AI content?
Want this set up for you?
We’ll build a reusable prompt pack, a weekly calendar, branded templates, and UTM tracking—tailored to your audience in Mohave County.
Book a Social Content Setup