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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