How Does the Kling2.6 x Gemini 3 Airtable System Clone 36 Million-View Ads on Autopilot?

TL;DR

Kling2.6 turns AI-generated starting images into individual video scenes within an automated creative workflow. The system uses Gemini 3 to analyze a proven reference video and write scene prompts, while product images, characters, creative directions, scene limits, and exclusions guide the new version. Read on to see how the agent finds winning formats and rebuilds them without manual prompt writing.

Transcript

This viral ad pulled 36 million views and this version was generated on autopilot by our AI creative agents in minutes. This video went viral too and we recreated it in seconds. And we did the same thing for this one. Because in branding and content, attention follows patterns. If a content piece already works, there is an unwritten rule that you d... Read More

Key Insights

• Successful content formats can be repurposed because attention follows recognizable patterns. The workflow uses an existing ad’s structure as creative evidence, then rebuilds that structure with a different product, character, and direction instead of requiring a completely new concept for every campaign.
• First-party ad results are the strongest available starting point when advertisers already have campaign data. The suggested method is to use Meta Ads Manager to filter existing advertisements by return on ad spend, then select formats that have demonstrated strong performance for the advertiser’s own business.
• Magic Brief is a competitor-ad research platform that supports filtering by industry, theme, brand, language, estimated performance, and runtime. Its winner estimate summarizes more than 60 creative attributes, including script quality, editing pace, and ad longevity, according to the explanation in the transcript.
• Ad longevity is a practical signal when competitors’ internal return data is unavailable. Filtering for advertisements running longer than three months highlights creatives that brands have funded for at least 90 days, which likely indicates that those businesses are receiving returns from their continued spending.
• Instagram reel views can identify winning organic content formats without access to advertising metrics. The Sort Feed for Instagram Chrome extension organizes a brand’s reels by views, allowing researchers to find and download highly viewed posts faster than browsing the profile manually.
• The automation follows a three-stage production sequence: create prompts, generate starting images, and produce videos. Gemini analyzes the source video and writes scene-specific image and motion prompts, Nano Banana Pro creates the images, and Kling AI converts those images into individual video scenes.
• Creative constraints can be specified before generation to prevent unwanted copying. In the demonstration, the request instructed the agent to use an Asian model, feature apparel from supplied references, ignore clothing from the Prada source, create eight scenes, and omit text overlays.
• The n8n workflow can run step by step or as one connected process. Staged execution allows users to inspect prompts and images before spending resources on final videos, while fully connected execution creates prompts, images, videos, and optional music with one run.

Questions & Answers

Q: How is Kling2.6 used to automate ad creation?

Kling2.6 turns generated starting images into individual video scenes using the video prompts prepared by the workflow. It follows Gemini 3's analysis of the reference video and image generation by Nano Banana Pro.

Q: How does the AI creative agent recreate a proven ad format?

Gemini 3 analyzes the reference video, breaks it into scenes, and writes prompts for a new version. The workflow then generates starting images and videos using the advertiser's product, character, and creative direction, without requiring every prompt to be typed manually.

Q: How can a brand find ads worth repurposing?

A brand with campaign data can filter its Meta Ads Manager advertisements by return on ad spend. For competitor research, Magic Brief can filter ads by industry, theme, brand, language, estimated performance, and runtime.

Q: Why does the workflow examine ad longevity?

Researchers cannot see a competitor's internal return on ad spend, so runtime provides an indirect signal. Ads running for more than three months, or at least 90 days, have received continued investment, which likely indicates that the businesses are getting returns from them.

Q: How does Magic Brief estimate whether an ad is a winner?

Magic Brief summarizes more than 60 creative attributes in its performance estimate. The transcript identifies script quality, editing pace, and ad longevity among those attributes.

Q: How can creators identify successful organic content formats?

Creators can compare the visible view counts on a brand's Instagram reels. The Sort Feed for Instagram Chrome extension organizes reels by views, making highly viewed posts easier to locate and download, including the demonstrated Prada reel with 36 million views.

Q: What inputs and creative constraints can the agent use?

The agent can receive a reference video, a character image, product or apparel references, and written creative instructions. In the demonstration, it was told to use an Asian model, ignore the source clothing, limit the output to eight scenes, and exclude Prada text overlays.

Q: Can the creative workflow run automatically from start to finish?

Yes. Its stages can be connected for hands-off generation of prompts, images, videos, and optional music, or run separately so users can inspect prompts and starting images before generating the final videos.

Summary & Key Takeaways

• The process begins by finding proven creative formats instead of developing every concept from scratch. Advertisers can examine their own highest-return ads or research competitors through Magic Brief, filtering its database by industry, theme, brand, language, estimated performance, and runtime to identify formats that appear to work consistently.

• For organic content research, Instagram reel views reveal which posts attracted the most attention. The Sort Feed for Instagram Chrome extension can organize a brand’s reels by views, making high-performing examples easier to locate and download. One Prada reel selected for the demonstration had accumulated 36 million views.

• The n8n agent processes a reference video in stages: Gemini analyzes its scenes and writes prompts, Nano Banana Pro produces starting images, and Kling AI turns those images into individual videos. Users can supply a character, product references, scene limits, and exclusions, then inspect each stage or connect everything for hands-off generation.