Designer AgentShip fresh creative every week without breaking the brand
The Designer Agent turns briefs and winning hooks into prompts, ad variants, thumbnails and carousels inside your brand system, and queues each one for design approval.
Expected outputs
Production agent · inside your own accounts
What it hands you
- Brand asset system: tokens, templates and safe-zone guide
- Creative prompt library with versioned prompts
- Ad creative variant sets by angle, format and language
- Thumbnail and first-frame options for short video
The Designer Agent is the Datakult production agent for creative. It writes structured creative prompts, then produces ad and social variants, thumbnails and carousels inside a brand-consistent asset system with colors, type, layouts and safe zones. Every asset is checked against brand and channel rules and queued for human approval before it is used.
Creative fatigue arrives faster than your design queue
An ad that works gets tired within weeks, a thumbnail decides a video before a word is heard, and every channel wants a different size. A small design team cannot feed that treadmill, so teams recycle old assets or accept off-brand work.
- Fatigued creative keeps running because replacements are late, and the same budget buys fewer clicks every week.
- Every new idea needs six sizes and three languages, so testing stays small and learning stays slow.
- Freelance and tool-generated assets drift off brand, and the audience gradually stops recognizing you.
- Thumbnails and first frames are treated as decoration, though they often decide whether the content is seen at all.
- Creative briefs are vague, so rounds of revisions burn the budget before anything ships.
A creative system that produces variants without producing chaos
The Designer Agent starts with your brand tokens, templates and rules, and writes precise prompts and layouts from the brief and the winning hooks. It generates variants per channel and language, checks them against the system, and sends the best to your designer for approval.
Before
- One good concept is stretched until it fatigues.
- Each size and language is rebuilt by hand.
- Outsourced and tool-made assets slowly drift off brand.
- Briefs are vague and revisions pile up.
After
- Fresh variants are ready before the winner tires.
- One concept exports to every channel size and language.
- Tokens, templates and checks keep every asset on brand.
- Briefs become precise prompts with a saved history.
What the Designer agent actually does
- 01
Creative prompt library
Structured prompts for image, layout and motion tools, with subject, style, composition and exclusions spelled out, saved in your workspace so results are repeatable and new team members start from proven prompts.
- 02
Ad and social variants
Variants of a winning concept by angle, headline, visual and format, sized for each channel and language, so tests compare one change at a time and the result teaches you something.
- 03
Thumbnails and first frames
Thumbnail and opening-frame options for short video, tied to the hook text, with legibility and contrast checks at phone size where most people see them.
- 04
Carousels and storyboards
Six-slide carousels and shot-by-shot storyboards built from approved claims and research, with consistent layout, typography and calls to action across every slide.
- 05
Brand asset system
Color, type, templates, logo rules and safe zones captured as tokens, so every output follows the same grid and a new asset looks like it belongs the first time.
- 06
Policy and brand check
Each asset is checked against channel rules for text density, restricted claims and required disclaimers, and against your brand rules, before a human reviews it.
From brief to approved output in four steps
Every step is visible in your approval queue. Nothing is published, sent, or spent until a named person signs it off.
- 1
Capture the system
We collect your logo, palette, type, templates, past winners and brand never-do list, and turn them into a reusable asset system and a prompt library.
- 2
Brief to variants
From a brief and winning hooks, the agent writes prompts and produces variants by angle, format and language, each labeled with the single variable it tests.
- 3
Check and package
Assets are checked for brand fit, readability at phone size and channel policy, then exported in the sizes and formats each channel needs, named so tests stay traceable.
- 4
Design approval
Your designer or brand owner approves, edits or rejects each asset. Only approved creative moves to your ad accounts or channels, and rejections teach the system.
How the Designer agent changes your numbers
Mechanisms, not promises: what moves, why it moves, and which KPIs prove it in your own data.
Creative testing velocity
More controlled variants per cycle means more real learning per dollar. When each variant changes one thing, results point to the cause, and the next brief starts from a winner instead of a hunch.
KPIs to watch
- Variants tested per month
- Hit rate of tests
- Time from brief to approved asset
CAC and ad efficiency
Refreshing creative before fatigue sets in protects click-through and cost per result. Systematic variants reveal which angle and visual lower acquisition cost, and spend can follow the evidence.
Illustrative, assumption-based: suppose a team tests 4 creatives a month and 1 in 5 beats the control. Producing 12 controlled variants a month at the same review effort changes the number of chances per month, not the hit rate. Your actual rates will differ.
KPIs to watch
- Click-through rate
- Cost per acquisition
- Creative fatigue rate (days to decline)
Brand recognition
A consistent asset system builds familiar cues across every channel and language. Recognition lowers the work each ad has to do, and it compounds as the brand appears more often in the same recognizable form.
KPIs to watch
- Brand recall in surveys
- Branded search volume
- Asset consistency score in review
Production cost and risk
Templates, prompts and checks cut the hours spent on resizing and rework, and policy checks reduce ad rejections that waste launch days. Your designer spends time on concepts rather than on exporting formats.
KPIs to watch
- Hours per approved asset
- Ad rejection rate
- Revision rounds per asset
How the Designer agent plays out in your category
Each category has its own constraints, channels, and compliance limits. Here is how the work adapts.
Crypto & Exchanges
Crypto & Exchanges playbookProduce ad-policy-safe visuals that explain speed, fees and safety without hype imagery or return claims, and test across ES and PT.
Web3 & DeFi Protocols
Web3 & DeFi Protocols playbookMaintain a coherent visual identity across launch announcements, X cards and community assets that need to ship within hours.
FinTech & Payments
FinTech & Payments playbookDesign trust-first creative for B2B audiences, with clear proof elements, licensing cues and required disclaimers built into the templates.
SaaS & AI Products
SaaS & AI Products playbookCreate product-led visuals, use-case carousels and ad variants that show the workflow, with one variable changed per test.
E-commerce & Marketplaces
E-commerce & Marketplaces playbookGenerate product and offer variants for feed, story and short video formats, refreshing creative on a schedule matched to fatigue.
iGaming & Betting
iGaming & Betting playbookProduce geo-specific creative with age-gating cues, responsible-gaming marks and jurisdiction rules built into the templates, and no winnings claims.
Agents that work alongside Designer
SMM Agent
Production
The SMM Agent writes hook variants, builds the calendar and packages each post for the channel it will run on, then queues everything for your approval.
Open pageAd Spy Agent
Production
The Ad Spy Agent builds a library of public competitor creative, scores hooks and longevity, audits the funnels behind them and hands you a remix brief to test.
Open pageVideo Studio Agent
Production
The Video Studio Agent takes a topic through script, fact-check, voice, render, subtitles and audio QA, then holds the finished video for your approval before dispatch.
Open pageCopywriter Agent
Production
The Copywriter Agent drafts articles, landing copy and sequences with named expert authorship, structured data and FAQ blocks, and holds each draft for your sign-off.
Open page
Packages that deploy this agent
Positioning & Brand System
From $9,200
Stand apart from the category with a clear position and a brand kit people recognize.
Open pageContent & Short-Form Video Engine
From $5,800
Turn approved research into carousels, short videos, and posts your channels can use every week.
Open pageAd Spy & Competitor Teardown
From $4,500
A living library of competitor ads, keyword gaps, and funnel audits for your category and region.
Open page
The fair questions, answered straight
Will AI-generated creative look cheap or off brand?
It looks as good as the system behind it. The agent works from your tokens, templates and past winners, and every asset is reviewed by your designer before use. Weak outputs get rejected and improve the system. The goal is on-brand variants fast, not generic art.
Do ad platforms reject or restrict AI-generated assets?
Policies change, so each channel is checked, including disclosure and restricted-category rules, and assets are reviewed before they are uploaded to your accounts. Datakult does not promise approval, since platforms decide, but the process is built to catch avoidable rejections early.
We have an in-house designer. Does this replace them?
No, it extends them. Your designer sets the system, approves the output and focuses on new concepts, while the agent handles variants, resizing and first drafts. Most design teams find the repetitive hours are the ones they are happiest to hand over.
Frequently asked questions
What does the Designer Agent create?
It creates structured creative prompts and ad and social variants, thumbnails, first frames, carousels and storyboards inside a brand asset system. Outputs are exported for each channel, checked against brand and policy rules, and then reviewed by your designer before they are used.
How does it stay on brand?
It works from a brand system built in the first week: colors, type, logo rules, templates, safe zones and a never-do list. Every asset is checked against that system, and your designer approves it. Rejections are logged so the system tightens over time.
Can it produce creative in several languages?
Yes. Variants can be produced for ES, PT, RU and EN with on-image text localized and checked for fit, not just translated. A native reviewer signs off on customer-facing text, especially where the copy touches regulated claims or legal wording.
Who owns the assets and prompts?
You do. Prompts, templates and exported assets are stored in your workspace and accounts and handed over at the end of the sprint. Where a third-party generation tool is used, you keep your own account and licence terms for it.
Does it publish ads for us?
No. It prepares assets and a test plan, and a human uploads or approves them in your own ad accounts. Nothing is launched and no budget is spent until a named approver on your side signs off on the specific creative.
Zero-risk next step
Put the Designer agent to work on your next quarter.
Start with a bounded sprint: written scope and acceptance criteria first, approval gates on every output, and a handoff you own. No payment is taken when you send a request.
The platform page shows a labeled demo of hook and creative workflows with illustrative data; client results are shared privately and with approval.