Text-to-Image That Adheres to Your Prompt
Generate consistent, publishable visuals from a precise brief. P20V blends a modern prompt framework with best-model routing to deliver prompt-true results for marketing, design, and 3D-style mockups—without the guesswork.
Prompt adherence
Outputs align with roles, materials, and constraints—less prompt lottery, more control.
Consistency at scale
Style anchors and seed control keep campaigns cohesive across variants and markets.
Photoreal lighting & lenses
Specify camera, focal length, time of day, and material response for believable shots.
Multi-concept coherence
Compose multiple subjects without melting or conflicts; keep spatial relationships clear.
Text & signage handling
Guide typography areas or avoid unwanted text artifacts with targeted negatives.
Best-model routing
Models evolve weekly; P20V auto-routes each job to the strongest engine for your use case.
Prompt Structure for Professional Outputs (roles, materials, lenses)
Use a predictable scaffold so the model understands subject, materials, and constraints. Start broad (role/goal), then specify environment, camera, and style boundaries.
ROLE/GOAL: [marketing hero | product PDP | concept art] SUBJECT: [product/person/scene] + key traits ENVIRONMENT: [studio | lifestyle | architectural] MATERIALS: [wood type, fabric, metal, finish] CAMERA/LENS: [focal length, aperture, angle] LIGHTING/TIME: [direction, temperature, softness] STYLE/MOOD: [brand palette, references] CONSTRAINTS: [clear space for copy, composition rules] NEGATIVES: [unwanted artifacts | text | watermark]
Learn more: Text-to-Image Prompt Frameworks.
Resolution, Aspect Ratios, and Render Settings
Choose aspect ratio and resolution based on placement. For ads/PDPs, use presets to avoid soft resampling; for print, render larger with conservative sharpening and grain alignment.
- Ratios: 1:1, 4:5, 9:16, 16:9, plus custom sizes
- Output intent: Web (ads, PDPs) vs. Print (OOH, lookbooks)
- Sharpness & grain: avoid over-smoothing; keep natural texture
- Seed control: lock for reproducibility across variants
Deep dive: Aspect Ratios & Render Settings.
Negative Prompts & Consistency Tricks
Negatives steer the model away from edge cases (odd hands, unwanted text, warped logos). Pair negatives with style anchors and seeds to keep campaigns aligned.
- Negatives: “warped hands,” “extra limbs,” “text/watermark,” “over-sharpened”
- Style anchors: reference palettes, grain, and contrast levels
- Iteration discipline: vary one parameter at a time
Brand & Legal Considerations (logos, trademarks, public figures)
Avoid third-party marks and implied endorsements. Add review steps for public figures and regulated claims. Keep an audit trail of prompts, decisions, and intended placements.
Guidance: Brand & Legal for AI Images.
API/Batch Options
Generate at scale with batch jobs and an API built for templated prompts and deterministic seeds. If you don’t see access in your workspace, it’s coming soon—reach out to enable it for your team.
Docs: API & Batch Text-to-Image.