Image to prompt templates for product, ads, and AI video
Copy commercial prompt templates that turn a reference image into ecommerce product visuals, paid social creative, and image-to-video motion direction. Use them with the free PromptLens tool or save them into a Pro workflow later.
Best for: Clean reference photos with one clear product subject
Prompt
Use the uploaded reference as product direction: preserve the main product shape, material, color, and scale; create a premium ecommerce PDP hero image with controlled studio lighting, crisp material detail, clean surface, soft natural shadow, subtle props only if they support the product, neutral background, clear subject separation, high-resolution commercial product photography, space for product title or offer copy, brand-safe original composition.
Launch checklist
Remove competitor logos or protected packaging details.
Keep the material, surface, and lighting language from the reference.
Leave negative space if the image will be used in a PDP hero layout.
Best for: Objects that need clean background control and clear edges
Prompt
Turn the uploaded product reference into a clean marketplace product image: single product centered, accurate shape and material, pure white or very light neutral background, realistic soft shadow under product, no extra props, front three-quarter camera angle if visible in reference, crisp edges, true-to-product color, high clarity, product-safe commercial photography, ready for listing thumbnail and catalog display.
Launch checklist
Use only when marketplace rules allow the generated visual style.
Keep the product centered and avoid props that may confuse buyers.
Verify product color and proportions before publishing.
Ecommerce
Beauty macro texture prompt
Skincare, cosmetics, fragrance, and premium packaging visuals
Best for: References with texture, liquid, glass, metal, or soft light
Prompt
Use the uploaded beauty product reference as visual direction: premium macro commercial photography, preserve product silhouette and finish, highlight texture, glass, cap, label area, or formula detail, soft diffused beauty lighting, refined color palette from reference, shallow depth of field, clean reflective or stone surface, elegant negative space, high-end campaign-ready product visual, original composition with no copied brand assets.
Launch checklist
Edit out medical or performance claims before ad use.
Use reference texture and palette, not protected branding.
Check label readability if the output includes packaging text.
Paid social
Paid social hook visual
Meta, TikTok, Pinterest, and landing page creative tests
Best for: Ad references with a strong focal point or thumb-stopping crop
Prompt
Use the uploaded ad reference as campaign direction: preserve the main focal hierarchy, subject scale, lighting mood, and color palette; create a scroll-stopping paid social visual with clear hero subject, strong contrast, simple background, room for headline and CTA copy, brand-safe commercial mood, realistic product or lifestyle context, original composition, clean crop for mobile feed, high clarity and immediate visual hook.
Launch checklist
Keep enough open space for headline and offer copy.
Review platform policy and claim substantiation before launch.
Create at least 3 variants with different crops and focal hierarchy.
Paid social
UGC-style ad frame
Creator-style stills, UGC hooks, testimonial visual concepts
Best for: Lifestyle references with person, room light, or handheld feel
Prompt
Transform the uploaded reference into an authentic UGC-style ad frame: natural handheld composition, relatable lifestyle setting, product clearly visible, warm real-room lighting, casual human interaction if appropriate, honest creator aesthetic, clean enough for paid social, preserve the reference palette and subject relationship, subtle motion-ready framing, no fake testimonial text, no copied influencer identity.
Launch checklist
Do not recreate a specific creator or influencer likeness.
Keep the product visible within the first second of the visual hook.
Pair with real testimonial copy only when you have rights and proof.
Paid social
Landing page hero visual
Ad-to-landing page creative continuity and hero image tests
Best for: References with clear composition and room for headline copy
Prompt
Use the uploaded visual as landing page hero direction: high-conversion commercial hero image, preserve the reference composition, palette, lighting, and subject relationship, create strong focal point on the offer or product, clean negative space for headline and CTA, premium but practical visual style, trust-building mood, web-ready aspect ratio, original brand-safe composition, no text baked into the image unless explicitly needed.
Launch checklist
Reserve space for headline and CTA in the final landing layout.
Use the same visual story as the ad to reduce message mismatch.
Check mobile crop before pushing traffic.
AI video
Product reveal motion prompt
Kling, Veo, Sora, Runway product reveal clips
Best for: Product frames with clear object geometry and studio lighting
Prompt
Use the uploaded image as the first frame: preserve product shape, material, color, lighting direction, and background layout; create a 4-6 second premium product reveal with slow controlled camera push-in, subtle parallax, soft highlight movement across the product surface, stable object geometry, clean commercial pacing, no sudden scene change, no text artifacts, no warped logo, smooth continuity, high-end ecommerce video style.
Launch checklist
Use a clear still frame with one main product.
Keep motion subtle to protect object stability.
Review logo and label stability before publishing.
AI video
Lifestyle motion ad prompt
Short paid social clips, product-in-use motion, creator ads
Best for: Lifestyle references with person, product, and environment
Prompt
Use the uploaded lifestyle image as the reference frame: preserve subject identity only as a generic original person, product position, room lighting, palette, and spatial layout; create a 4-6 second ad-ready motion clip with gentle handheld push-in, subtle product interaction, natural body movement, warm authentic atmosphere, stable hands and face, no identity copying, clean continuity, suitable for mobile paid social creative.
Launch checklist
Do not reproduce a real person without rights.
Describe the action simply; complex motion often breaks stability.
Pair with compliant ad copy and platform disclosures.
Best for: Frames with strong atmosphere, lighting, and foreground depth
Prompt
Use the uploaded storyboard frame as cinematic direction: preserve the core composition, color palette, lighting angle, subject placement, and atmosphere; create a 5 second commercial film shot with slow lateral camera move, subtle foreground parallax, controlled subject motion, smooth continuity, premium cinematic texture, stable geometry, no added text, no brand infringement, natural motion that extends the still frame without changing the scene identity.
Launch checklist
Use when the reference already has a clear scene and mood.
Keep camera direction specific and slow.
Avoid asking the model to invent too many new objects.
How this becomes a paid feature
A free starter template proves value. The monetizable version is a reusable workflow: category packs, saved briefs, batch variants, hosted visual analysis, and API access for teams that repeat the same creative production job.
Free librarySmall curated starter templates users can copy immediately.
Pro StudioSaved cloud briefs, category packs, batch variants, and template history.
Batch / APIUse the same templates across product catalogs, ad references, and video frames.
Template FAQ
Are these image to prompt templates free?
Yes. The starter templates on this page are free to copy. The paid path is larger category packs, saved cloud briefs, batch variant history, hosted accuracy, and API access for repeated commercial workflows.
How should I use a template with a reference image?
Upload your reference on the homepage tool, copy the visual read or model-specific prompt, then combine it with the matching template. Edit brand rules, product claims, and protected assets before production use.
Can I use these templates for ads?
Yes, but prompts are not legal approval. Review ad platform policies, rights, claims, likeness, trademarks, and disclosures before running paid traffic.