LinkedIn's June 2024 policy update requires users to disclose when they use generative AI in their posts and to ensure that the content provides genuine value. The platform flags posts for repetitive phrasing, generic buzzwords, and overly polished language. Such flags can lead to reduced distribution or even a temporary suspension for accounts that ignore warnings. For independent B2B consultants, staying visible means using AI to draft text but also refining that text against a checklist and using a personal voice.
Studies indicate that AI-generated posts receive around 45 percent fewer likes, comments, and shares than those written by humans. Yet, high-quality comments—ones that offer insights, ask meaningful questions, or provide actionable advice—still attract engagement. The real task is to change an AI draft into a valuable comment that feels authentic and beneficial while avoiding AI slop filters.
How Do I Know If a Draft Will Trigger AI Slop Filters?
You might spot the first sign of a draft hitting the slop filter with repetitive language patterns. Posts that reflect a template structure or buzzwords like “synergy” or “disruptive” will likely be flagged. A second signal is a lack of personal anecdotes or details; AI content often comes off as more generic and sterile. Lastly, if the draft has a polished, promotional tone, it risks being downgraded. Scanning for these indicators can help you avoid the “seems like AI slop” button before hitting publish.
What Steps Will Turn an Idea Into a Unique Comment?
Begin by consulting the LinkedIn comment checklist. On first mention, format like that. The checklist asks if the comment answers a question, cites a specific example, and relates to your experience. Substitute any generic phrases with concrete details from current projects or client outcomes. If the AI draft carries a promotional line, morph it into a reflection of a lesson learned. Finally, consider adding a brief personal anecdote to illustrate your point, helping signal that you are indeed real, not a bot.
After that, keep the comment brief. The policy penalizes overly long or polished text, so you want two to three short paragraphs. Use a conversational tone that matches the original post, while injecting your own style. Then double-check your comment to see if it still reads like a marketing blurb. If it does, cut out adjectives and trim filler. The idea is to create a comment that’s a natural part of the thread, rather than a separate marketing piece.
Lastly, post comments at optimal times. Evidence suggests that consultants can achieve consultant visibility without posting daily by commenting two to three times per week on strategic threads. This way, you can build niche positioning for consultants while keeping your workload light. Every comment should contribute a unique perspective, enriching the thread and reinforcing your reputation.
This workflow looks like this: draft the comment with AI, run it through the checklist, substitute generic language with specific examples, cut promotional tone, and publish. Revise flagged sections and resubmit if the post is flagged. Over time, you'll discover which phrases pass the filter and which don't, allowing you to hone your style and continue to be visible.
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