Case studyLinkedIn posts that stopped chasing likes and started real conversations
Traffic Family is an Amsterdam e-commerce marketing company that works with brands on commission. We made Niels's positioning explicit and built prompts he reruns himself, so his posts speak to the person who could buy.
- At a glance
- Who uses it
- Niels, CEO
- Engagement
- LinkedIn strategy and prompts
Where the week went
What the work looked like before we built anything. One problem, one system to fix it.
Find. Fix. Automate.
- 1Find: we watched the work
The posts already got engagement. What was missing was the part after the like: a real conversation with someone who could become a client.
- 2Fix: we made the job simpler
Positioning made explicit, so every post has a target: the buyer, not the feed.
- 3Automate: we built what runs
Prompts he can rerun himself, with the strategy behind them. In his words, both a prompt master and a LinkedIn strategist.
The buyer-first post engine
Positioning plus prompts he reruns himself. Engagement turned into conversations.
Posts that got reactions, and reactions that went nowhere.
Clear positioning and reusable prompts, so every post speaks to a buyer.
How a post ended, before
- Step 1Write a postNiels
- Step 2It gets reactions
- Step 3where it hurtThe reactions go nowhere
- Step 4No conversation, nothing back to the business
How the system runs
Each line is a hand-off the system now does. The orange line is the result a person checks.
- 1Positioning made explicit, so the writing has a clear target.
- 2Prompts that write posts for the buyer, not for the algorithm.
- 3Prompts Niels reruns himself, whenever he needs the next post.
The buyer-first post engine
Before and after
I get valuable conversations that bring value to my business. Sabahudin is both a prompt master and a LinkedIn strategist.

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Buyer-first positioning and reusable post prompts
The owner's positioning made explicit, then turned into prompts the owner reruns for every post, so posts speak to the person who could buy and lead to conversations instead of likes.
Theirs, for good
- The prompts, which he reruns himself.
- The positioning behind them.
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