AI & Automation
Video Automation Needs a Clear Definition of Done
Separate video planning, rendering, approval, scheduling, and publication. Build an automation workflow that knows where it should stop.
Read full article
Blog
Stay up to date with the latest news and insights from Mirr.
AI & Automation
Testing AI Reels Hooks Without Changing Everything Else
Test AI Reels hooks while keeping the offer and core video consistent. Separate attention from business outcomes and avoid declaring a winner too soon.
AI & Automation
A Better AI Shorts Script Starts With a Specific Question
Write an AI Shorts script around a customer question, a direct answer, and visible evidence. Make the title's promise match what the video delivers.
AI & Automation
More Shorts Views Do Not Automatically Mean Better Videos
Separate YouTube Shorts views, engaged views, and business outcomes. Check metric definitions before treating a larger number as a stronger result.
AI & Automation
Text-to-Video vs. Image-to-Video for Product Marketing
Choose text-to-video or image-to-video by what needs to stay accurate. A practical approach to product footage, generated scenes, and review.
AI & Automation
Batch Short-Form Video Work, Not the Same Video
Batch research, assets, scripts, and review without publishing repetitive videos. Build a weekly short-form process around different customer questions.
AI & Automation
Reuse the Video, Then Review the Reel and the Short Separately
Reuse source footage across Reels and Shorts while checking captions, music, titles, destinations, and metrics separately for each channel.
AI & Automation
Your Reel's Captions Need to Survive the Actual Feed
Check AI Reels captions for meaning, timing, contrast, and platform UI. A caption that looks fine in the editor may not work in the feed.
AI & Automation
Faceless AI Reels Still Need Something Worth Showing
Create faceless AI Reels with product footage, screen recordings, diagrams, and clear narration. Explain the business without inventing customer experiences.
AI & Automation
An AI Video Is Not Finished Just Because It Plays
Review AI videos for product accuracy, captions, sound, and the actual publishing destination. Catch the mistakes a successful render cannot detect.
AI & Automation
AI Video Prompts Work Better With a Real Customer Question
Write AI video prompts around a customer question, real product evidence, and a clear scene plan—not a longer list of cinematic adjectives.
AI & Automation
The Real Cost of an AI Video Is Not the Subscription Price
Calculate AI video production cost using usable output, retries, editing, and review time. Compare completed videos, not cheap-looking subscriptions.
AI & Automation
A Carousel Export Is a Video File, Not Always a Video Story
Understand when a carousel video works and when you need a scene-based AI video. Choose the format around what the customer must read or see.
Create Social Media Content Easier with AI
Never run out of content ideas. Post consistently with Mirr.
Start for Free