Research and workflows

Practical AI image and video guides.

Direct conclusions, comparison data, reproducible prompts, known limitations, and links to the exact Kansova workflow.

01

Seedance 2.0 vs Mini: Which Model Should You Use?

Seedance Mini is the lower-cost choice for iteration; Seedance 2.0 is the better fit for approved, higher-fidelity short clips.

Updated 2026-07-06

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02

Best AI Video Workflow for Product Ads

For product ads, the most reliable workflow is image-first: approve a clean key visual, animate it with Seedance, then review labels and motion before publishing.

Updated 2026-07-05

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03

AI Product Photography Workflow: From Prompt to Final Asset

A strong AI product image starts with fixed product facts, a simple composition, one lighting direction, and a final manual check for labels and geometry.

Updated 2026-07-05

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04

Seedance 2 Prompt Guide for Controlled Short Videos

Seedance prompts are more controllable when they specify one subject, one action, one camera move, one light condition, and one target format.

Updated 2026-07-05

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05

How Kansova AI Generation Credits Work

Kansova image costs depend on the selected model and output size, while Seedance video cost scales by requested duration and selected model.

Updated 2026-07-06

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06

Best AI Video Generators in 2026 (Tested & Compared)

The best AI video generator depends on what you make. For pure model quality, Kling and Runway lead. For one workspace that also does images, Kansova is the strongest value. For app-first social creators, Higgsfield fits. This is an honest ranking by use case, not a single winner.

Updated 2026-08-28

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07

Best AI Product Image Generators 2026

If you only need still product shots, any tool here works. If you also need short product videos — ads, social clips — from the same workspace and the same credit pool, an all-in-one workspace like Kansova earns its place.

Updated 2026-09-09

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08

Best AI Ecommerce Image Tools 2026

Most ecommerce tools excel at one link in the chain — cutout, batch scenes, or generation. If your workflow ends at still images, pick the specialist. If you also need short product videos from the same workspace and the same credit pool, a combined image-and-video workspace like Kansova removes a tool switch.

Updated 2026-09-09

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09

Best AI Character Consistency Tools 2026

There are two ways to get consistency: reference-based (reuse a saved character image as input each time) or trained (fine-tune a model on that character). Trained models are stronger but slow and expensive. For most short-drama and storyboard work, a reference-based workflow is enough — and it works across both images and video, which is what a serialized project actually needs.

Updated 2026-09-09

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