Scrape your LinkedIn post history with Apify and turn the results into a Claude skill that drafts posts in your voice
PLOT Daily scraped 558 past LinkedIn posts with Apify's LinkedIn profile post scraper (about three minutes and 12 cents), had Claude analyze the CSV for top hooks, formats, and comment-versus-like patterns, and then built a Claude skill that stores the top 20 posts as reference templates. Given a news article about AI companies leasing Manhattan office space, the skill returned three LinkedIn post options, each with a scorecard, which still needed edits before posting.
At a glance
- Tools used
- ApifyClaudeClaude Skills
- Category
- Marketing & content
- Audience
- broker, agent
- Difficulty
- No-code setup
- Source
- How to Build an AI LinkedIn Content Engine
PLOT Daily (AI for CRE Collective) · Article · Aug 17, 2026 - First step
- Run Apify's LinkedIn profile post scraper on your own profile URL, export the results as a CSV with all fields, and upload the CSV to Claude with the analysis prompt below.
Compliance note: Scrape only your own profile. Real estate advertising rules in most states still apply to LinkedIn posts, so include any required brokerage name or license disclosures, and edit each draft before posting.
Suggested prompt
Written by this directory, inspired by the source. Replace the [bracketed] parts.
The attached CSV holds my LinkedIn post history with engagement data. I want a deep performance analysis now and, after that, a reusable LinkedIn writing skill built from the findings. Ask me your clarifying questions before starting (for example, how to treat reposts and whether to rank by raw engagement or engagement per follower). Then report: my top-performing hooks, performance by post format, which posts drew the most comments versus likes, my signature phrases and formatting patterns, my posting cadence, and what the data can't tell us. Then build a skill that saves my top 20 posts as reference examples, returns two or three post options per run with a scorecard for each, and triggers on "turn this into a LinkedIn post."