Pre-Generation IntelligencePre-Gen Clarification
The engine asks before it guesses
Eliminate wasted generation attempts. Intent Clarification surfaces targeted layout & styling choices before running full generation.
Surfaces interactive layout chips before generation
Eliminates trial-and-error credit burn
Delivers high-trust draft #1 accuracy
Get Started
Draft Accuracy:98%
Retries:-75%
Credit Waste:0
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PRE-GEN CLARIFICATION
INTENT CLARIFICATION PANEL
WORKFLOW BOTTLENECK
The Cost of Unguided AI Generation
Traditional AI tools guess what you want, producing off-brand layouts.
01
Ambiguous Client Prompts
Prevents random layout generations
02
Trial and Error Fatigue
Saves hours of prompt hacking
03
Budget Depletion
Stops credit burn on incomplete specs
THE SOLUTION
How Intent Clarification Works
Proactive clarification ensures every generation aligns with your vision.
STEP 01
Context Intake
Analyzes prompt for layout ambiguity
STEP 02
Smart Choice Chips
Surfaces key structural choices up-front
STEP 03
One-Click Selection
Confirms layout & content density direction
STEP 04
Targeted Execution
Delivers high-accuracy draft #1
BUSINESS IMPACT
Business Advantages
Maximize credit efficiency and deliver predictable agency work.
98%
Draft Accuracy
Hit exact client design expectations on the very first try.
-75%
Fewer Retries
Eliminate repetitive prompt tweaking and manual adjustments.
0
Credit Waste
Protect agency credit budgets by confirming specs up-front.
Explore Related Features
Design
Brief Wizard
Capture business goals, target audience, and page blueprints in a 3-step intake.
Design
Design Playground
Spatial XYFlow canvas with Style DNA nodes, moodboards, and blueprint generation.
Build
Build Playground
Autonomous agent loops, in-browser Sandpack preview, AST patching, and clean export.
AGENCY ACCELERATION
Stop guessing what your clients want.
Use Intent Clarification to build accurate, high-converting agency prototypes on the first try.