Executive Summary

Digital creators — product designers, marketers, agencies and freelancers — routinely experience inconsistent AI-generated mockups because prompts produce variable outputs across runs and models, causing extra iteration, rework and brand inconsistency. This is a material operational problem: there are roughly 60 million digital creators and an $18.0B addressable market at $300 ARR, so reproducible mockups are a broadly relevant need rather than a niche. You could build a reusable prompt-pattern platform: a model-agnostic pattern/schema that parameterizes and documents best-practice prompts, with versioning, A/B testing, and native plugins for Figma and Canva plus an API for automated asset pipelines and team governance. Offer individual subscriptions aligned to the $300 ARR benchmark and tiered enterprise plans that add access control, audit logs and curated pattern packs. Market timing is favorable because diffusion models have matured enough that controllability and image quality make repeatable patterns practical, while Figma/Canva plugin ecosystems and the commodification of prompt engineering mean users expect shareable, copyable templates; your assessment of Market Score 90/100 and Revenue Potential 88/100 aligns with these trends. With an $18B addressable base and increasing enterprise demand for reproducible creative outputs, early investment in integrations and governance can accelerate adoption. To stand out, combine a testable, model-agnostic pattern format with deep native design-tool integrations, a curated marketplace and enterprise-grade governance to demonstrate measurable reductions in iteration time; be honest that sustaining differentiation requires ongoing work to manage model drift, ensure cross-model compatibility, and address IP/licensing and legal complexity.

Market Opportunity

Pain: inconsistent AI mockups → Solution: reusable prompt patterns/templates targets a $18.0B = 60M digital creators x $300 ARR total addressable market with medium saturation and a year-over-year growth rate of 25%+ (AI-assisted content creation).

Key trends driving demand: Diffusion-model maturity -- better image quality and controllability make reusable prompt patterns practical and reliable.; Design-tool integrations -- Figma/Canva plugin ecosystems allow prompt patterns to be embedded into existing design workflows.; Prompt engineering commodification -- users increasingly expect shareable, copyable prompts and libraries for reproducible outputs.; Brand automation -- companies want consistent, on-brand imagery generated at scale for mockups and marketing..

Key competitors include PromptBase, FlowGPT, PromptHero, Canva, Midjourney (workaround).

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Pain: inconsistent AI mockups → Solution: reusable prompt patterns/templates

Executive Summary

Market Validation

Market Opportunity

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