Kling AI Prompt Examples by Industry: 30 Real Templates for 2026

Why Industry-Specific Prompts Matter

A generic Kling AI prompt gives you a generic-looking clip. That is fine for stock footage but it loses to industry-tuned creative every time. Skincare ads have a specific visual grammar. SaaS demos have another. Real estate has another. According to a 2025 Wyzowl survey, 91 percent of businesses say video has helped them increase traffic, and the ones winning are using category-native visual language, not generic templates.

This post is 30 industry-tuned prompt templates you can paste in, including Kling 3.0 multi-shot formats for the categories where multi-shot storytelling adds the most value. Each one is built from the 6-part Kling prompt anatomy but tuned to a specific industry's visual language.

Ecommerce (6 Prompts)

Ecommerce video ad spend crossed $31 billion in the US alone in 2025 according to eMarketer. These prompts are built for the visual conventions that convert on Shopify, Amazon, and DTC landing pages.

1. Skincare jar UGC.

Handheld vertical UGC selfie, soft sunlit bathroom. A woman in her late 20s holds a glass jar of moisturizer. 0-2s: she taps the lid. 2-4s: looks at camera. 4-5s: says "I tried four others first". Palette: cream, soft pink, walnut. Negative: jittery eyes, frozen lips, warping fingers.

2. Sneaker hero.

Low-angle anamorphic. A pair of white sneakers on wet asphalt, neon reflections. Slow dolly-in 0-5s ending on side panel. Palette: cobalt, magenta, black. Negative: melted laces, deformed sole.

3. Perfume bottle.

Clean studio product shot. Medium close-up of a perfume bottle on white marble. Slow rotation 0-5s. Soft overhead key. Palette: champagne, brass, white. Negative: melted glass, mirrored text.

4. Cosmetic flatlay reveal.

Top-down macro, locked-off. Flatlay of three cosmetic tubes on soft pink, slight push-in 0-5s. Palette: soft pink, cream, gold. Negative: warping tubes, distortion.

5. Bag lifestyle.

Fashion editorial 35mm, slow tracking. A leather tote on a model's shoulder, golden hour street, slow walking shot. 0-5s walking motion. Palette: cream, walnut, navy. Negative: warping bag, frozen face.

6. Ecommerce unboxing multi-shot (Kling 3.0).

Master Prompt: Vertical UGC unboxing video, soft daylight kitchen table, a woman in her late 20s opening a beauty subscription box. Warm, genuine, handheld feel.
Multi shot Prompt 1: Close-up of her hands sliding open the box lid, tissue paper visible inside. (Duration: 4 seconds)
Multi shot Prompt 2: Medium shot, she lifts a product out, holds it up to examine.
[Woman: Real customer, genuinely surprised voice]: "Wait, this is the full size?"
(Duration: 5 seconds)
Multi shot Prompt 3: Close-up selfie angle, she holds the product next to her face, small excited smile.
[Woman: Real customer, delighted]: "This box just paid for itself."
(Duration: 4 seconds)
Palette: cream, soft pink, walnut. Negative: warping fingers, frozen lips, jittery eyes.

SaaS and Tech (5 Prompts)

SaaS companies that use video in marketing see 49 percent faster revenue growth according to Aberdeen Group research. These prompts match the clean editorial aesthetic that B2B audiences expect.

7. Founder explainer.

Clean editorial 50mm, slow push-in. A man in his 30s in a soft cream sweater at a desk, soft daylight. 0-2s leans forward. 2-5s gestures. Dialogue: "Here is the workflow we built for this." Palette: oat, soft blue, walnut. Negative: jittery eyes, frozen lips.

8. Hands on keyboard.

Clean editorial top-down. Hands typing on a laptop keyboard, soft daylight. 0-5s continuous typing. Palette: oat, charcoal, soft blue. Negative: warping fingers, distortion.

9. Over-the-shoulder UI.

Clean editorial over-the-shoulder. A woman at a desk looking at a laptop, soft natural light. 0-5s scrolls and clicks. Palette: cream, soft blue, oat. Negative: warping screen, jittery hand.

10. SaaS demo multi-shot (Kling 3.0).

Master Prompt: Clean editorial SaaS product demo, modern office, soft natural light. Professional but approachable.
Multi shot Prompt 1: Over-the-shoulder shot of a woman at a laptop, scrolling through a clean dashboard interface. (Duration: 5 seconds)
Multi shot Prompt 2: Medium close-up, she turns to camera.
[Woman: Product manager, clear and confident]: "Three clicks. That is the entire onboarding."
(Duration: 4 seconds)
Multi shot Prompt 3: Close-up of her hands clicking on the laptop, the screen reflects soft light on her face. (Duration: 4 seconds)
Palette: cream, soft blue, oat, walnut. Negative: jittery eyes, frozen lips, warping screen.

11. Mobile app context.

Documentary 35mm. Medium shot of a person on a coffee shop bench holding a phone at chest height. Soft window light. 0-5s looks at screen. Palette: cream, walnut, soft pink. Negative: warping phone, jittery hand.

Fashion and Beauty (5 Prompts)

Fashion brands using short-form AI-generated video in 2025 reported 2.8x higher engagement rates on Instagram Reels versus static carousel posts, according to Later's social media benchmark report.

12. Outfit turn.

Fashion editorial 35mm, locked composition with slight handheld drift. The model rotates 30 degrees clockwise over 5 seconds, soft natural light. Hair and skirt move naturally. Palette: cream, navy, walnut. Negative: warping limbs, distortion.

13. Lipstick application.

Macro close-up, locked-off. A hand applying lipstick to soft full lips, soft directional light. 0-5s slow application. Palette: deep red, cream, gold. Negative: warping lips, distortion.

14. Hair product reveal.

Fashion editorial medium close-up, slight push-in. A woman with shoulder-length hair tossing it gently, soft golden light. 0-5s natural hair motion. Palette: warm gold, cream, walnut. Negative: warping hair, jittery eyes.

15. Fashion lookbook multi-shot (Kling 3.0).

Master Prompt: Fashion editorial, soft natural window light, a model in a cream linen blazer and dark trousers. Elegant, minimal, warm palette.
Multi shot Prompt 1: Wide shot, she walks toward camera in a sunlit corridor, slight handheld drift. (Duration: 5 seconds)
Multi shot Prompt 2: Medium shot, she pauses, turns 30 degrees, jacket catches the light. Hair moves naturally. (Duration: 5 seconds)
Multi shot Prompt 3: Close-up of her hands adjusting the blazer cuff, soft shallow depth of field. (Duration: 4 seconds)
Palette: cream, walnut, navy, gold. Negative: warping limbs, frozen face, distortion.

16. Skincare drop.

Macro close-up. A glass dropper held above a slate surface, single drop of serum falling 0-2s, ripples 2-5s. Soft overhead. Palette: amber, slate, cream. Negative: warping dropper, frozen drop.

Food and Beverage (4 Prompts)

Food video ads on TikTok see 1.7x higher watch-through rates than non-food vertical video according to TikTok's 2025 Creative Insights report.

17. Coffee pour.

Macro close-up, locked-off. Coffee being poured slowly into a white ceramic cup on a wooden table. Soft window light from camera-left. 0-5s continuous pour. Palette: cream, walnut, espresso brown. Negative: warping cup, jittery hand.

18. Bread tearing.

Macro close-up, locked-off. Hands tearing a fresh loaf of bread, steam rising. Soft overhead key. 0-5s tearing motion. Palette: golden brown, cream, walnut. Negative: warping hands, distortion.

19. Restaurant plating.

Macro top-down, locked-off. A chef plating a dish with tweezers in soft kitchen light. 0-5s precise plating motion. Palette: cream, deep green, gold. Negative: warping hands, distortion.

20. Drink reveal multi-shot (Kling 3.0).

Master Prompt: Product hero video for a cold-pressed juice brand, clean studio setup, soft overhead light on crushed ice and glass bottles. Premium, fresh, vibrant.
Multi shot Prompt 1: Extreme close-up of crushed ice, a glass bottle being placed down, condensation visible immediately. (Duration: 4 seconds)
Multi shot Prompt 2: Medium shot, slow pull-out reveals three bottles in a row, different colors, soft light catches each one. (Duration: 5 seconds)
Multi shot Prompt 3: Close-up, a single droplet runs down the front bottle, camera holds steady. (Duration: 4 seconds)
Palette: fresh green, amber, ice white, brushed silver. Negative: melted bottles, warping ice, mirrored text.

Fitness and Wellness (3 Prompts)

The global fitness app market reached $15.2 billion in 2025 according to Grand View Research, and video-first marketing is the primary acquisition channel for digital fitness brands.

21. Yoga pose.

Clean editorial wide, locked-off. A woman holding a yoga pose in a sunlit studio, soft window light. 0-5s subtle breathing motion. Palette: cream, sage, oat. Negative: warping body, frozen face.

22. Fitness coach multi-shot (Kling 3.0).

Master Prompt: Vertical gym UGC, bright daylight, a man in his 30s in workout gear. Energetic, real, handheld feel.
Multi shot Prompt 1: Medium shot, he completes a set of pull-ups, drops down, turns to camera. (Duration: 5 seconds)
Multi shot Prompt 2: Close-up selfie angle.
[Man: Fitness coach, direct and warm]: "Stop overcomplicating it. Three exercises. Twenty minutes. Done."
(Duration: 5 seconds)
Palette: charcoal, white, mint. Negative: warping limbs, frozen lips, jittery eyes.

23. Gym squat.

Handheld vertical, gym daylight. A woman in workout gear mid-squat. 0-2s completes the squat. 2-4s stands. 4-5s looks at camera. Palette: charcoal, mint, white. Negative: warping limbs, jittery eyes.

Real Estate (3 Prompts)

Listings with video receive 403 percent more inquiries than those without, according to the National Association of Realtors 2025 media survey.

24. Living room drift.

Cinematic real estate, slow drift right 0-5s. Locked composition, eye level. Soft natural daylight, gentle motion in curtains and dust. Palette: cream, oak, soft sage. Negative: warping walls, floating furniture, distortion.

25. Kitchen push-in.

Cinematic real estate, slow push-in 0-5s toward the kitchen island. Soft natural daylight. Palette: cream, walnut, marble white. Negative: warping cabinets, distortion.

26. Real estate walkthrough multi-shot (Kling 3.0).

Master Prompt: Cinematic real estate tour, modern apartment, golden afternoon light, neutral warm palette. Elegant, spacious, aspirational.
Multi shot Prompt 1: Wide shot of the entryway, slow forward push into the living room, light spills across hardwood floors. (Duration: 5 seconds)
Multi shot Prompt 2: Medium shot of the kitchen, slow drift right, natural light catches the marble countertop. (Duration: 5 seconds)
Multi shot Prompt 3: Wide shot of the master bedroom through a doorway, slow push-in, golden light on white linens. (Duration: 5 seconds)
Palette: cream, oak, sage, warm white. Negative: warping walls, floating furniture, distortion.

Coaches and Creators (4 Prompts)

The creator economy reached $250 billion in market size in 2025 according to Goldman Sachs research, and short-form video is the primary content format for lead generation.

27. Coach authority multi-shot (Kling 3.0).

Master Prompt: Clean editorial, soft office daylight, a woman in her 30s in a cream blazer at a window with city skyline behind. Professional, warm, authoritative.
Multi shot Prompt 1: Wide shot of the office, camera drifts left, she stands at the window looking out. (Duration: 4 seconds)
Multi shot Prompt 2: Medium close-up, slow push-in, she turns to camera.
[Woman: Business coach, confident and direct]: "My clients added seven figures last year. Here is the system."
(Duration: 5 seconds)
Multi shot Prompt 3: Close-up, she gives a small, knowing nod.
[Woman: Business coach, quieter, conspiratorial]: "And it starts with one conversation."
(Duration: 4 seconds)
Palette: cream, navy, gold. Negative: jittery eyes, frozen lips, character drift.

28. Educator at desk.

Clean editorial 50mm, slow push-in. A man in his 30s in a soft sweater at a clean desk, soft daylight. 0-2s leans forward. 2-5s gestures with right hand. Dialogue: "This is module three." Palette: oat, walnut, cream. Negative: jittery eyes, frozen lips.

29. Podcast host portrait.

Clean editorial close-up, locked-off. A man in his 30s in a soft cream sweater in a podcast studio, soft warm light. 0-5s ambient motion only, natural blinks. Palette: oat, walnut, cream. Negative: jittery eyes, frozen lips.

30. Creator selfie hook (Kling 3.0 dialogue).

Handheld vertical, sunlit window. A woman in her late 20s in a navy crewneck.
[Woman: Creator, excited conspiratorial whisper]: "This is the one tip nobody tells you."
Palette: navy, oat, cream. Negative: jittery eyes, frozen lips.

How To Customize These Templates

For each template:

• Swap the demographic (age, gender, style) to match your audience.
• Swap the palette to match your brand colors.
• Swap the dialogue line for your hook.
• Keep the camera, lighting and motion structure intact.
• For Kling 3.0 multi-shot prompts, keep the Master Prompt structure and adjust individual shots.

After you ship 5 to 10 generations from a template, you will have a brand-specific version that consistently lands. Save it. Reuse it. Build a personal library.

For more depth see best Kling AI prompts, cinematic prompts for Kling AI, and our dedicated Kling 3.0 prompt guide for the full multi-shot format reference.

How VIDEOAI.ME Bakes Industry Templates In

Inside VIDEOAI.ME the industry templates are pre-loaded. Pick your industry, pick your custom AI actor, write the hook, generate. We handle the prompt scaffolding for both Kling 2.6 Pro and Kling 3.0 multi-shot formats.

Start Customizing Today

Pick one template from your industry. Customize it. Generate. Ship.

Try VIDEOAI.ME free and run your first industry-tuned Kling prompt today.