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Video to Prompt vs Curbora

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Video to Prompt compared with Curbora
DetailVideo to Prompt logo Video to PromptCurbora logo Curbora
What it doesConvert any video or image into a detailed AI prompt for Sora, Veo 3, Kling, Runway and Seedance Trust-first AI real estate photo processor
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFree Paid
PricingNot given Basic: $49.90 for 60 credits (about 1 listing); Standard: $99.90 for 140 credits (about 2 listings); Pro: $199.90 for 300 credits (about 5 listings). Photo Enhance costs 2 credits per photo, Day to Dusk 2 credits, Declutter 3 credits, Virtual Staging 7 credits. Credits stay available until used.
Key features
  • Upload MP4, WebM, MOV videos up to 20MB or JPG, PNG, WEBP, GIF images up to 10MB
  • Paste direct video links for analysis
  • Model-optimized prompts for Sora, Veo 3, Kling, Runway, Seedance and GPT Image 2.5
  • Generate prompts in ten output languages
  • Storyboard mode breaks clips into numbered shot lists
  • No sign-up required, no watermarks
  • Local browser history storage, no data collection
  • Daily usage allowance per visitor
  • Photo Enhance: exposure, white balance, color, clarity, and light perspective cleanup
  • Virtual Staging: add furniture and soft goods to vacant rooms with preserved fixed features
  • Day to Dusk: convert exterior daylight shots to twilight ambience
  • Originals paired with every edit for audit trail
  • Up to 12 generation attempts per photo and service unlock
  • Disclosure labels included with virtual staged images
  • Review workflow to compare and select finals before export
  • Blocked edits kept out of listing packages
  • MLS compliance controls block wall, window, fixture, and defect alterations
What makes it different
  • Vision-language model notices professional details like chiaroscuro lighting, 35mm depth, whip pans and teal-orange grading that people miss in manual descriptions
  • Structured five-part prompt format professional brief designed for AI model performance
  • Wording automatically adapted for each target model's specific syntax and vocabulary
  • Privacy-first design with immediate deletion and no tracking or accounts
  • Fast professional-grade prompts generated in seconds instead of manual hour-long trial and error
  • Originals remain paired with every edit for transparent audit trail and source verification
  • Unified workflow for enhancement, staging, decluttering, and day-to-dusk conversions in one place
  • Credit-based pricing model that stays available until used with no expiration
  • Disclosure labels automatically included on virtual staged results
  • Controlled workflow that blocks edits altering property facts or architectural elements
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)1 no change since last check6 no change since last check
Trust Flow (Majestic)59
Citation Flow (Majestic)2027
Referring domains (Majestic)847

4 details filled in for both companies.

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