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Abfig 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.

Abfig compared with What Shoes Are These?
DetailAbfig logo AbfigWhat Shoes Are These? logo What Shoes Are These?
What it doesAI-powered tool that converts paper abstracts or sketches into journal-sized graphical abstracts for researchers Identify any shoe or bag from a photo: brand, model and colorway
StageNot given Startup
FoundedNot given 2026
Based inNot given Not given
Pricing modelFreemium Freemium
PricingNot given 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
  • AI draft generation from paper abstracts or sketches
  • Journal presets for Nature, Cell, Elsevier, and ACS with pre-configured dimensions and DPI
  • Inpaint tool to edit specific regions with brush masking
  • Export to PNG and TIFF at submission resolution
  • Browser-based editor requiring no additional software
  • Free preview mode without account or payment
  • Support for 15+ journal specifications
  • 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
  • Purpose-built for researchers without design skills or software needed
  • Automatic journal-sized export matching submission requirements
  • Real human support from former scientists
  • AI assists while researchers maintain control of scientific content
  • Flexible pricing with one-time packs or monthly subscriptions
  • 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)Not checked yet no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)270
Referring domains (Majestic)30

4 details filled in for both companies.

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