"Going viral" isn't random. Across thousands of posts generated on Cravim, the winners share six structural patterns. Here are the patterns, how to build each one with AI, and the model picks that make them work.
Pattern 1 — The hook/reveal
Start with a visual puzzle. Reveal the answer in the caption. Works especially well for product launches: show a mystery close-up of the product, caption asks "Can you guess what this is?", and the comment section becomes a second-stage marketing channel.
Model to use: FLUX Pro for photoreal detail. Prompt should emphasize extreme close-up + shallow depth of field + dramatic lighting.
Pattern 2 — Behind-the-scenes
The post that outperforms all your polished content is the one that feels like it wasn't meant to be posted. Use Claude Visual or Nano Banana for faster, rougher output. Prompt for "handheld, natural light, slightly out of focus" instead of the usual "professional, high quality" stack.
Counterintuitively, the most authentic-feeling posts are often the ones we spend the least time polishing.
Pattern 3 — The carousel that teaches
5-slide carousels outperform single images 2-3× on most platforms. Build them as: (1) hook slide with a promise, (2-4) three specific insights, (5) CTA. Use Ideogram v3 for each slide — its typography accuracy is unmatched.
Prompt the text for each slide separately with the same brand colors, same fonts, same layout grid. Consistency is the hack.
Pattern 4 — The video that loops
A 4-second Veo clip that loops seamlessly outperforms an 8-second one. Write your Veo prompt with a defined start state and end state that match. Example: "camera pans right across a coffee bar, returns to start position, seamless loop".
Use Veo 3 Fast for initial experimentation. Switch to Veo 3.1 only for the final keeper.
Pattern 5 — The controversial take
Text-first posts with a strong, defensible opinion outperform image posts on LinkedIn and X. Have Claude draft the opinion, then rewrite it in your voice. The structure: claim in one sentence, reasoning in three, call for disagreement in the last line.
Engagement goes up when readers want to argue with you — that's the point.
Pattern 6 — Timing
Analytics in Cravim shows you your per-platform sweet spots after ~30 posts. Until then, the defaults work: Tuesday 9-10am local for LinkedIn, Wednesday 7-9pm for Instagram, Friday 1-2pm for TikTok. Schedule at those windows via the Calendar's auto-schedule week feature.
Virality isn't magic. It's pattern plus distribution plus consistency. Pick one of the six above, build a week of content with Cravim that follows it, and see which hooks your audience. Then do more of that.
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