Most people approach social media by staring at a blank posting screen and asking themselves what to write. That is backwards. The people who grow fastest study what already works, extract the patterns, and adapt those patterns to their own brand. Competitive analysis is not cheating — it is how every serious marketer operates.
The Social Media Content Prompt Creator generates AI prompts that analyze any website and produce platform-specific content strategies. Enter a competitor URL, select your target platforms, and the tool builds a prompt that tells ChatGPT or Claude exactly how to reverse-engineer that competitor's approach and create a content plan for you.
Why Competitive Analysis Beats Guessing
Publishing random content on social media is the fastest way to burn out with nothing to show for it. Competitive analysis eliminates the guessing by answering three questions:
- What content themes get engagement in your niche? Not what you think will work — what actually works, measured by likes, shares, comments, and saves.
- What posting formats perform best? Carousels vs reels vs static images vs long-form text. The answer varies by platform and by niche.
- What is the minimum viable posting frequency? Some niches require daily posting. Others do fine with three times a week. Your competitors' schedules tell you the baseline.
When you have answers to these three questions, you are not guessing anymore. You are executing against data.
How the Tool Extracts Content Themes
The Social Media Content Prompt Creator inspects the target website and identifies:
- Primary topics from page titles, headings, and meta descriptions
- Content categories based on URL structure and navigation
- Tone and voice from body copy analysis
- Target audience signals from the language, pricing, and positioning
- Lead magnets and CTAs that indicate the business model
All of this context gets woven into the AI prompt so that when you paste it into ChatGPT or Claude, the AI does not give you generic advice. It gives you a strategy rooted in what your competitor is actually doing.
Platform-Specific Strategies
The generated prompt produces Instagram-specific recommendations including:
- Content pillars (3-5 recurring themes that map to your competitor's topics)
- Post format mix (suggested ratio of reels, carousels, stories, and static posts)
- Caption formulas that match the tone of successful posts in your niche
- Hashtag clusters organized by reach tier (broad, medium, niche-specific)
- Story sequence templates for engagement and link clicks
TikTok
For TikTok, the prompt focuses on:
- Hook formulas for the first 3 seconds (the only seconds that matter)
- Trending audio pairing strategies based on content type
- Video length recommendations by content category
- Duet and stitch opportunities from competitor content
- Comment engagement tactics that trigger the algorithm
Medium
Medium requires a different approach because it rewards long-form depth:
- Article structures that perform well in your topic area
- Publication targeting (which Medium publications accept submissions in your niche)
- Title formulas optimized for Medium's internal recommendation engine
- Cross-linking strategies between Medium and your main site
- Paywall vs free distribution recommendations
Meta (Facebook and Threads)
For Meta platforms, the prompt covers:
- Group participation strategies (which groups your competitors are active in)
- Post timing optimization based on platform data
- Threads content adaptation from existing long-form content
- Facebook Page vs Profile strategy for personal brands
Manual Scraping Techniques
If you want to go beyond the AI prompt and collect raw competitive data, here are practical methods for each platform.
Instagram. Use the browser's developer tools on the web version. Navigate to a competitor's profile, open the Network tab, and filter for graphql. The API responses contain post data including engagement counts. For bulk collection:
// Browser console on Instagram profile page
const posts = document.querySelectorAll('article a[href*="/p/"]');
const urls = Array.from(posts).map(a => a.href);
console.table(urls);
TikTok. The web version exposes video metadata in the page source. Right-click any video page, view source, and search for "statsV2" to find view counts, likes, shares, and comments as JSON.
Medium. Medium's API is partially public. Append ?format=json to any Medium profile URL to get article metadata. Strip the first characters of the response (Medium prepends a security string):
curl -s "https://medium.com/@username?format=json" | tail -c +17 | jq '.payload.references.Post | to_entries[] | {title: .value.title, claps: .value.virtuals.totalClapCount}'
Facebook. CrowdTangle (now Meta Content Library) provides competitive data for researchers. For manual collection, Facebook's public page posts are visible without authentication. Use the page's RSS feed via third-party converters or the Graph API with a page token.
Adapting Strategies Ethically
Competitive analysis means studying patterns, not copying content. The AI prompt specifically generates original content ideas inspired by competitor themes. Here is the line:
- Do this: Notice that your competitor posts "myth-busting" content every Tuesday and it gets high engagement. Create your own myth-busting series with your unique perspective.
- Do not do this: Rewrite their exact posts with synonyms.
The goal is to identify what the audience responds to and then deliver it in your voice with your expertise.
Posting Frequency and Content Calendar
The AI prompt includes a recommended posting calendar based on the analysis. A typical output looks like:
| Platform | Frequency | Best Days | Content Mix |
|---|---|---|---|
| 5x/week | Tue, Wed, Thu, Sat, Sun | 2 reels, 2 carousels, 1 static | |
| TikTok | 7x/week | Daily | 5 short-form, 2 educational |
| Medium | 2x/month | Tuesday, Thursday | 1 deep-dive, 1 listicle |
| Threads | 3x/week | Mon, Wed, Fri | Text-only thought leadership |
These frequencies are starting points. The prompt recommends tracking engagement for 30 days and then adjusting based on what your specific audience responds to.
Connecting This to the Digital Empire
If you are following the Digital Empire methodology from The $97 Launch, social media is your distribution layer, not your foundation. Your website is the hub. Social media drives traffic to it.
The Social Media Content Prompt Creator bridges that gap. It takes your website content — the assets you already own — and helps you repurpose it across platforms where your audience spends time.
For agency operators using the workflow from The $20 Agency, this tool turns competitive analysis into a deliverable. Run it for a client, generate the prompt, paste it into Claude, and you have a 30-day content calendar in minutes instead of hours.
Try It Now
Go to the Social Media Content Prompt Creator and enter a competitor URL. Select your target platforms and generate the AI prompt. Paste it into ChatGPT or Claude and you will have a platform-specific content strategy in under five minutes. No account required.