Article

Trace-Aware Workflows for Co-Creating Branded Content with Generative AI

2026-04-13

Abstract excerpt

Generative AI tools have lowered barriers to producing branded social media images and captions, yet small-business owners (SBOs) still struggle to create on-brand posts without access to professional designers or marketing consultants. Although these tools enable fast image generation from text prompts, aligning outputs with a brand’s intended look and feel remains a demanding, iterative creative task. In this po...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: d4f5f2fd-8e34-5d0a-93fd-2edb81f924b5
DOI: 10.20944/preprints202604.0789.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Trace-Aware Workflows for Co-Creating Branded Content with Generative AIDOI 10.20944/preprints202604.0789.v1Read

Negotiated Augmentation: How Generative AI Reshapes Creative Workflows, Agency, and Authorship in Architecture and DesignSemantic proximity Read

A Systematic Review and Empirical Framework for Human-AI Co-Creation in the Conceptual Design ProcessSemantic proximity Read

The value of generative AI in creative teams depends on when it enters collective searchSemantic proximity Read

Cyborg Workflows Merging Human Judgment and Agentic AI for Digital Media TransformationSemantic proximity Read

Chat-GPT4 can Enhance Marketing Creativity. But Human Ego Can Hamper its PotentialSemantic proximity Read

AI Luddites: Consumers Penalize Creative Work Output Generated by Artificial IntelligenceSemantic proximity Read

Does Generative AI Make Us Think Alike? A Systematic Review and Meta-Analysis of Homogenization Effects in Human–AI Co-CreationSemantic proximity Read

Designing Co-Creative Systems: Five Paradoxes in Human-AI CollaborationSemantic proximity Read

People Are Skeptical of Headlines Labeled as AI-Generated, Even if True or Human-Made, Because They Assume Full AI AutomationSemantic proximity Read

People Are Skeptical of Headlines Labeled as AI-Generated, Even if True or Human-Made, Because They Assume Full AI AutomationSemantic proximity Read

Generative text-to-image diffusion for automated map production based on geosocial media dataSemantic proximity Read

A Ranking-Based Human Validation Layer for Concept Implementation in AI-Generative DesignSemantic proximity Read