AI Deck

TopView ─ The AI Agent That Turns a Product URL Into an Ad Video

A video-generation AI agent for e-commerce product ads, built by Topview Pte. Ltd. Feed it a product URL or media assets, and it handles scripting, editing, voiceover, and AI avatar performance automatically. It analyzes trends from the TikTok, YouTube, and Facebook ad libraries, aiming to turn e-commerce products into viral videos in a short amount of time. A canvas UI bundles multiple video, image, and audio models — Seedance, Minimax, Wan, and others — for multi-shot editing, and a Drama Studio feature automatically produces micro-dramas from a script.

Key Features

  • AI Canvas: An agent-driven, multi-shot video editing workspace. You can work through scripting, asset selection, and generation in a free-form manner
  • Drama Studio: A dedicated studio that produces micro-dramas (short-form dramatic series) from nothing more than a script or plot outline
  • Reference Recreation: Analyzes the style, pacing, and structure of a reference video and regenerates a video with a similar composition
  • Multiple model support: Switch between several video, image, and audio models, including Seedance 2.5, Minimax H3, and Wan 3.0
  • Product feed integration: Imports product feeds from Shopify and similar platforms, automatically generating video variations at the SKU level
  • Multilingual localization: Supports over 30 languages for voiceover and subtitles

Pricing

PlanMonthlyAnnual (per month)What you get
Pro$29$1680 credits/month, 4 concurrent tasks, access to all models, unlimited Nano Banana 21K
Business$75$44250 credits/month, 8 concurrent tasks, 7 days unlimited Kling models, built for batch generation
Ultra$150$50500 credits/month, 12 concurrent tasks, 60 days unlimited Seedance, best per-credit rate
Team$180$56/seat500 credits/seat/month, real-time collaborative editing, shared team asset library
EnterpriseContact salesContact salesCustom terms, priority processing, unlimited members

Pricing reflects information as of September 2026. Check the official site for current rates.

Pros and Cons

Pros

  • Paste a product URL and everything from script to edit is generated automatically, so there is very little friction to get started
  • Product feed integration with Shopify and similar platforms makes SKU-level video production at scale straightforward
  • Several current models — Seedance, Minimax, Wan — can be switched between within a single canvas
  • MCP support means you can drive it directly from external AI agents like Claude and Cursor

⚠️ Cons

  • First drafts generate quickly, but the options for variation generation, avatars, and voices are limited compared to competitors
  • Pricing is presented mainly on the assumption of annual billing, which makes real costs harder to compare
  • Some users report issues around subscription handling and general stability
  • Because it runs on credits, sustained high-volume generation hits plan limits quickly

How It Compares

CriteriaTopViewArcadsCreatifyHeyGen
ProviderTopview Pte. Ltd.ArcadsCreatifyHeyGen
Primary useHigh-volume e-commerce ads, micro-dramas, short-form social videoProducing 50+ ads per monthInternational rollout of multilingual UGC adsAvatar training videos, B2B use cases
EnvironmentWeb (canvas UI)WebWebWeb
Distinguishing traitProduct feed integration, model switching, MCP supportLargest actor library, premium pricing700+ actors with multilingual accentsLeading avatar realism and lip sync

Who It’s For

  • Marketers who want to produce ad videos from e-commerce product pages quickly and at volume
  • Anyone who wants to connect a Shopify-style product feed and build video variations at the SKU level
  • People who want to use several video, image, and audio models from a single tool
  • Anyone who wants to drive video generation from external AI agents like Claude or Cursor

Summary

TopView is an AI agent built specifically around generating e-commerce ad videos from a product URL. Its core value lies in handling scripting through editing, voiceover, and AI avatars end to end, with product feed integration to support production at scale. On the other hand, its avatar and voice customization range is reported to be narrower than competitors, and the credit system means plan limits deserve attention during heavy generation. Start with the Pro plan to test video generation on your own products, then consider a higher tier as your production volume grows.

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