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Riff vs What Shoes Are These?

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

Riff compared with What Shoes Are These?
DetailRiff logo RiffWhat Shoes Are These? logo What Shoes Are These?
What it doesMake any song you can imagine Identify any shoe or bag from a photo: brand, model and colorway
StageNot given Startup
FoundedNot given 2026
Based inUS Not given
Pricing modelFreemium Freemium
PricingFree account with credits on a paid plan basis. Web plans bill through Stripe and iPhone plans bill through the App Store. Free: one identification per day without account, or three per day with free account plus one resale listing. Seller Pass: $4.99 (one-time payment) for 20 listings and 30 days of unlimited identifications.
Key features
  • Generate complete songs from text descriptions
  • Multiple music genres including hip-hop, pop, R&B, indie, electronic, country, rock, lo-fi, afrobeats, jazz, K-pop, folk, house, soul, punk, and latin
  • Build custom voice from short recording on iPhone app
  • Creative controls for style, vocals, and influence
  • Generated lyrics and artwork for every song
  • Music library synced across web and iPhone app
  • Credit-based system for song generation
  • Creator program for monetization on social media
  • Identify sneakers, shoes, boots, heels, flats, sandals and loafers from photos
  • Identify handbags, totes, purses and backpacks from photos
  • Brand, model and colorway identification with confidence score
  • Close candidates shown when photo is not conclusive
  • Shopping, resale and look-alike links
  • No sign-up required for basic use
  • Ready-to-post resale listings with free account
  • Photo metadata removal before upload
What makes it different
  • No music experience required—works with plain language descriptions
  • Sing songs in your own voice using voice cloning technology
  • Two complete takes of every song generated
  • Unused credits roll over between billing periods
  • Songs optimized for TikTok, Instagram, and YouTube sharing
  • Won't guess: shows candidates instead when details aren't visible
  • Does not judge authenticity—only identifies the design
  • Photos are not stored or used for training
  • 89% shoes and 95% bags correctly named in blind tests
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 checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)120
Referring domains (Majestic)130

5 details filled in for both companies.

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