Creative Factory · Marketing creative reasoning
From product truth,
to marketing creative.
Creative Factory is LinkBloom's core creative production engine: starting from your product truth, it reasons in layers with AI — through arguments, insights, and creative angles to self-critique — then turns every evidence-backed direction into marketing creative.
Swap any single dimension and Creative Factory hands back a different direction. Thousands of combinations, full coverage for one product.
- Scene
- Seasonal CampaignHolidays, shopping festivals, and time-boxed marketing windows
- Tone
- UrgentTime-limited, scarce, action-driven
- Style
- Clean & LightWhite background, generous whitespace, clear product info — good for softening the AI look
These are the three constraints the system actually reads — composition and copy get planned against them before anything renders.
Why Creative Factory
The hardest part of generating creative: not wrecking the product.
Pure AI generation from scratch wrecks the product
Let a model paint freely and the interface gets redrawn, logos warp, text turns to gibberish — all that survives is an AI-looking sticker.
SaaS is software — there's no physical asset
An abstract product has nothing you can photograph. Designers stare at a blank canvas, and one creative takes forever to land.
One creative for everyone caps conversion
You want a version per audience and per angle, but there's no capacity for that, so a single draft has to carry the whole campaign.
Core mechanism
Every step from product truth to pixels is constrained.
AI analyzes your product, reasoning in layers — through arguments, insights, creative angles, and experiments to self-critique. Every direction links to a real product fact, then combines with asset references and structured composition to generate image by image.
Customer service is the last mile of conversion abroad — turn 'cut headcount, never miss a message' into the pitch.
Repeat inquiries eat up the most expensive headcount, and messages slip through across platforms.
AI handles the repetition, people handle what matters — efficient and still human.
Gap: no real savings data yet — back it with a customer case study.
Quality review
Every image clears a 7-dimension quality review.
Deterministic scoring and AI visual review together produce an auto-passed, needs-review, or failed status; the system then distills trustworthy review results into signal for the next round.
Brand
Whether tone, color, and visual identity match the brand
Visual quality
Whether composition, hierarchy, and finish meet campaign standard
Copy
Whether headline and claim are clear, readable, and typo-free
Product truth
Whether on-image claims stay faithful to real product facts
Channel fit
Whether size, safe area, and information density suit the channel
Compliance
Whether it avoids overstatement, misleading claims, and sensitive language
Novelty
Whether it breaks the template look and earns a second look
Channels & sizes
One generation, 9 major channel sizes auto-fitted.
| Channel | Size (px) | Aspect ratio |
|---|---|---|
| Meta Feed | 1080 × 1080Square | 1:1 |
| 1080 × 1350Portrait | 4:5 | |
| Instagram Story | 1080 × 1920Full-screen Portrait | 9:16 |
| TikTok | 1080 × 1920Full-screen Portrait | 9:16 |
| 1080 × 1080Square | 1:1 | |
| 1920 × 1080Widescreen | 16:9 | |
| LinkedIn Feed | 1080 × 1080Square | 1:1 |
| 1080 × 566Landscape | 1.91:1 | |
| 1080 × 1350Portrait | 4:5 | |
| 1920 × 1080Widescreen | 16:9 | |
| 1440 × 1080General Landscape | 4:3 | |
| 1440 × 960Photo Landscape | 3:2 | |
| X (Twitter) | 1080 × 566Landscape | 1.91:1 |
| 1080 × 1080Square | 1:1 | |
| 1080 × 1350Portrait | 4:5 | |
| 1080 × 1620Tall Poster | 2:3 | |
| 1920 × 1080Widescreen | 16:9 | |
| 1080 × 1920Full-screen Portrait | 9:16 | |
| WeChat Moments | 1080 × 1080Square | 1:1 |
| RED (Xiaohongshu) | 1080 × 1440Portrait | 3:4 |
| 1080 × 1080Square | 1:1 | |
| Douyin | 1080 × 1920Full-screen Portrait | 9:16 |
| 1080 × 1080Square | 1:1 |
The whole line
From one product to a set of creative you can run.
Frequently asked questions
- Is Creative Factory pure text-to-image generation from scratch?
- No — it's not context-free text-to-image. The system first reads product truth and available assets, then plans the creative direction, composition, and copy before generating. Because generation models can still drift, every image goes through quality review with a human check retained.
- Can I generate marketing creative without any product photos?
- Yes — that's exactly what Creative Factory is built for. It reasons out creative from your product truth, selling points, and insights, with no physical asset required, which makes it especially suited to SaaS and software products.
- Can I trust the creative directions AI comes up with?
- Every creative direction links back to product facts, sources, and confidence scores in the Evidence Graph, and filters out invalid references — reducing the risk of inventing selling points or data your product doesn't have.
- How is the quality of the generated marketing creative guaranteed?
- Every image goes through a 7-dimension quality review — Brand, Visual quality, Copy, Product truth, Channel fit, Compliance, Novelty — and gets flagged as auto-passed, needs review, or failed. Review reduces risk; it doesn't replace human and channel review before publishing.
- Which marketing channels and sizes are supported?
- Coverage spans 9 major marketing channels, with sizes and aspect ratios auto-fitted per channel — no manual resizing. See the channel size overview on this page for specifics.
- How many images and directions can one run produce?
- Creative Factory reasons direction by direction and generates image by image — one product can cover thousands of scene × tone × style combinations, producing dedicated creative for every audience.
- Do I need a design background to get started?
- No. Just connect a product and pick your direction dimensions to generate — signing up gets you 100 one-time credits, so you can run the full flow before deciding.
Feed in one product, get back a full set of marketing creative.
Start for free, no credit card required. Sign up and get 100 one-time credits.