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Instagram growth, automated.

Insights on content strategy, AI automation, and growing product brands on Instagram.

AutoPostn8nAI Content Pipeline

Fixing AutoPost's Image Picker: From Random Photos to Context-Aware Matching

AutoPost was attaching random product photos to Instagram posts regardless of content — a post about one dish could show a photo of a completely different one. Fixed it with a context-aware image matcher that tags the photo library once using Claude's vision, then scores photos against each post's actual content at generation time, with honest fallback when there's no good match.

July 18, 2026Read →
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