Mantar Lab Editorial
Practical guides to YouTube Shorts automation, AI video generation, AI images, text generation, and reliable creative workflows.
AI Images
Text-to-image and reference-guided AI generation serve different creative needs. This guide compares both approaches across product photography, food photography, characters, and editorial visuals, covering consistency, ownership, and practical workflow tradeoffs for content teams and developers.
Mantar Lab Editorial · Aug 18, 2026 · 5 min read
AI Images
Learn how to write AI product photography prompts that produce usable campaign images. This guide covers subject details, composition, lens language, lighting, backgrounds, aspect ratios, exclusions, and reference-image rights for practical AI production workflows.
Mantar Lab Editorial · Aug 17, 2026 · 8 min read
Automation
Learn how to create AI-assisted articles that rank well and genuinely serve your audience. This guide covers choosing topics from real audience needs, adding original product experience, writing accurate titles, avoiding keyword stuffing, disclosing automation, and reviewing factual claims—all with a practical, people-first approach.
Mantar Lab Editorial · Aug 16, 2026 · 5 min read
AI Video
AI video generation is transforming content creation, but it's not a magic button. This guide walks through a practical, step-by-step workflow—from refining your creative brief and planning storyboards to choosing models, handling audio, and assembling the final cut. Learn how to integrate AI tools effectively without expecting one-click perfection.
Mantar Lab Editorial · Aug 14, 2026 · 5 min read
AI Images
Creating a consistent AI character image set is a challenge many content teams face. This article outlines a practical, repeatable workflow covering naming, identity details, wardrobe, lighting, angles, reference selection, prompt drift, and review criteria. It provides a balanced, people-first approach to building a reusable character kit that saves time and ensures brand coherence.
Mantar Lab Editorial · Aug 13, 2026 · 4 min read
AI Images
Choosing the right aspect ratio for AI-generated images is more than picking a size—it shapes how your audience sees and engages with your content. This guide breaks down the four essential ratios: 1:1 for versatility, 4:5 for social feeds, 16:9 for wide banners and thumbnails, and 9:16 for vertical stories. Each section offers practical composition tips—where to place subjects, how to manage safe margins, and how to avoid common cropping pitfalls. You'll also find a production workflow to streamline your process, from generation to final delivery.
Mantar Lab Editorial · Aug 12, 2026 · 5 min read
YouTube Shorts
A practical guide for creators, marketers, and developers on YouTube Shorts captions and vertical video formatting. Learn readable caption timing, safe text zones, 9:16 reframing, active-speaker tracking, and why human review still matters for a polished result.
Mantar Lab Editorial · Aug 12, 2026 · 6 min read
YouTube Shorts
Automating YouTube Shorts from long-form content like podcasts, interviews, and webinars streamlines content repurposing. This article breaks down and compares the seven key stages of a practical automation workflow: source monitoring, transcript generation, clip discovery, score gate filtering, captioning, metadata creation, and connected scheduling. It evaluates the trade-offs and practical choices at each step, helping content creators, marketing teams, and developers make informed decisions for building or improving such a system.
Mantar Lab Editorial · Aug 12, 2026 · 5 min read