Merchant Floor vs SnapDescription: Image to SEO
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 7, 2026 for Merchant Floor, Oct 13, 2026 for SnapDescription.
The short answer
- Both list a free plan.
- Merchant Floor lists 17 features SnapDescription’s listing doesn’t mention, including AI generation, Auto-optimization, Background removal.
Head to head
Free
- · Generate 25 images or content pieces
- · Use on any app
Starter
- · Credits valid for 1 year
- · Generate 100 images or content pieces
Growth
- · 20% off ($0.16/credit)
- · Credits valid for 1 year
- · Generate 250 images or content pieces
Pro
- · 30% off ($0.14/credit)
- · Credits valid for 1 year
- · Generate 500 images or content pieces
Generate 1 Detail
Generate 20 Detail
Gen 100 Detail
Gen 1000 Detail
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureCreate a new listing in a few minutes. Watch the demo to see how it works. Installing the app automatically creates a MerchantFloor account for you. We are a new app. Please leave a review if you're enjoying the app.
Image to SEO AI turns your existing product photos into ready-to-publish SEO content. Pick a product inside Shopify Admin and the app generates an SEO title, meta description, full HTML product description, and tag set based on the actual image and current product details, written in your store's language. Review the suggestions, edit anything, then apply the update with one click.
- Turn basic pics into polished white background product photos
- Generate lifestyle images that show your product in context
- Generate product descriptions written to rank and help you sell
- Generate blog content to build trust and drive organic traffic
- Uses your existing product photos Pick any product image you already have, no up
- Edit before you publish Review every suggestion side by side and tweak anything
- Save changes with one click. Apply all generated information to products
- Writes in your store's language
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  Merchant Floor |  SnapDescription |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Merchant Floor | SnapDescription |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Merchant Floor | SnapDescription |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | No monthly plan listed | $9/month |
| Longest free trial | Not listed | Not listed |
| Plans listed | 4 | 4 |
Listing
| Measure | Merchant Floor | SnapDescription |
|---|---|---|
| Shopify category rank | #82(ahead) | #502 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 11, 2026 | May 5, 2026 |
| Languages | 1 | 1 |
| Developer | Merchant Floor | FLORENCE AND CONSULTING INC |
FAQ
Merchant Floor and SnapDescription: common questions
- Is Merchant Floor or SnapDescription cheaper?
- Both list a free plan. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- Merchant Floor lists 17 the others don’t mention, such as AI generation, Auto-optimization, Background removal, Blog posts. SnapDescription lists 2 the others don’t mention, such as Alt text, FAQs. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Nov 7, 2026 for Merchant Floor, Oct 13, 2026 for SnapDescription; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Nov 7, 2026 for Merchant Floor, Oct 13, 2026 for SnapDescription. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.