Bulk AI ‑ Smart Product Editor vs Product Pilot

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 29, 2026 for Bulk AI, Oct 13, 2026 for Product Pilot.

The short answer

  • Both list a free plan. Paid plans start at $29/month for Bulk AI and $7.99/month for Product Pilot.
  • Bulk AI lists 3 features Product Pilot’s listing doesn’t mention, including Rollback, Search and filter, SEO updates.

Head to head

App Store reviews

Bulk AI: 34
Product Pilot: —
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
—
—
Categories
  • Bulk editor
  • Product content
  • Bulk editor
Languages
  • English
  • German
  • Spanish
  • French
  • +7 more
  • English
Launched
Nov 18, 2025
May 8, 2026
Built for Shopify
Built for Shopify
Not badged
Reviews per month
3 last full month
—
Detected stores
0active installs
0active installs
Most common store size
—
—
Top countries
—
—

Momentum

New reviews each month

Review pace is the clearest public read on how fast an app is winning new merchants.

0510DecFebAprJunAugOctBulk AI ‑ Smart Product Editor: 1 reviews in December 2025Bulk AI ‑ Smart Product Editor: 2 reviews in January 2026Bulk AI ‑ Smart Product Editor: 2 reviews in February 2026Bulk AI ‑ Smart Product Editor: 3 reviews in March 2026Bulk AI ‑ Smart Product Editor: 3 reviews in April 2026Bulk AI ‑ Smart Product Editor: 9 reviews in May 2026Bulk AI ‑ Smart Product Editor: 10 reviews in June 2026Bulk AI ‑ Smart Product Editor: 1 reviews in July 2026Bulk AI ‑ Smart Product Editor: 3 reviews in August 2026Bulk AI ‑ Smart Product Editor: 2 reviews in September 2026Bulk AI ‑ Smart Product Editor: 3 reviews in October 2026
Bulk AIProduct PilotCompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
From $0 to $249/month
From $0 to $19.99/month
Plans
FreeFree
  • · 30 starter credits for 30 days
  • · Describe changes in plain English
  • · Monthly refill up to 25 credits
  • · Preview changes before applying
  • · Prices, tags, metafields & more
  • · Try AI bulk editing on your products
Core$29/month
Optional extra credits: $0.12/credit
  • · 250 AI credits every 30 days
  • · AI chat & bulk catalog edits
  • · AI content & image generation
  • · Optional extra credits available
  • · Preview changes before applying
  • · Prices, tags, metafields & more
Pro$99/month
Optional extra credits: $0.12/credit
  • · 1,000 AI credits every 30 days
  • · AI chat & bulk catalog edits
  • · AI content & image generation
  • · Optional extra credits available
  • · Preview changes before applying
  • · Prices, tags, metafields & more
Scale$249/month
Optional extra credits: $0.12/credit
  • · 2,500 AI credits every 30 days
  • · AI chat & bulk catalog edits
  • · AI content & image generation
  • · Optional extra credits available
  • · Preview changes before applying
  • · Prices, tags, metafields & more
FreeFree
  • · 10 AI interactions a month (Autopilot)
  • · 5 scheduled campaigns
  • · 5 undo operations (7-day history)
  • · CSV/Excel import & export
  • · Grid editor with inline editing
  • · Price, tags & inventory editing
Pro$7.99/month
  • · 20 undo operations (60-day history)
  • · 25 scheduled changes with auto-revert
  • · 250 AI interactions a month (Autopilot)
  • · Plus everything in Free
Business$19.99/month
  • · 1,000 AI interactions a month (Autopilot
  • · Plus everything in Free and Pro
  • · Unlimited scheduled change + auto-revert
  • · Unlimited undo (90-day history)
Lifetime$75 one-time charge
  • · Limited to 20 merchants
  • · Pro features forever
Coverage
18 of 20 features90%
17 of 20 features85%
Unique strengths
  • Rollback
  • Search and filter
  • SEO updates
  • Images
  • Orders
Bulk editor
90%18/20
85%17/20
Actions
100%8/8
63%5/8
Editable resources
83%10/12
100%12/12
3152onlybothonly
Bulk AIProduct Pilot20 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
—
—
How it sells itself

Stop fearing bulk operations. Bulk AI understands natural language like "Raise prices 10% on low-stock items under $20" and shows exactly what will change before touching your store. Edit thousands of products, variants, prices, and tags at scale with always-on previews and one-click undo. Our AI eliminates complex filters and spreadsheet formatting with conversational prompts.

Editing products one at a time slows merchants down. ProductPilot lets you select products from a filterable grid and apply bulk changes to titles, prices, tags, inventory, and variants in one action. Import from CSV or Excel with guided column mapping, or export your catalog to CSV. Set up campaigns to change prices on a start date and revert them automatically.

Key points
  • Natural language editing: Describe changes in plain English, skip filters
  • Always-on previews: See exactly what changes before touching your live store
  • One-click undo: Complete rollback history so you never fear mistakes
  • AI automation: Schedule sales, tag best-sellers, and sync multi-market pricing
  • Bulk edit titles, prices, tags, inventory, and variants for selected products
  • AI Autopilot that accepts plain English instructions to find and update products
  • Import from CSV or Excel and export to CSV with column mapping and validation
  • Schedule promotional changes with automatic start and revert dates
Screenshots
Turn Intent into Impact
Bulk Editing in Plain EnglishBulk Editing in Plain EnglishReview every change before you ship it
ProductPilot Scheduled Changes
ProductPilot DashboardProductPilot DashboardProductPilot Autopilot

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.

Showing only the rows where the apps differ.

Adoption

MeasureBulk AIProduct Pilot
Detected storesNot publishedNot published
Net store change, 28 days0estimated0estimated
Stores added, 28 daysNot enough dataNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesNot publishedNot published
Top store countriesNot publishedNot published

Reviews

MeasureBulk AIProduct Pilot
App Store rating4.8 ★Not published
App Store reviews34Not published
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more in0%Not enough data

Pricing

MeasureBulk AIProduct Pilot
Free planYesYes
Lowest paid monthly plan$29/month$7.99/month(ahead)
Longest free trialNot listedNot listed
Plans listed44

Listing

MeasureBulk AIProduct Pilot
Shopify category rank#29(ahead)in Bulk editor#522in Bulk editor
Shopify App Charts#3 on Pricing moves in Bulk editorNot on this week’s charts
Built for ShopifyYesNo
LaunchedNov 18, 2025May 8, 2026
Languages11English, German, Spanish1English
DeveloperAC App-Commerce UGDuplexa

FAQ

Bulk AI and Product Pilot: common questions

Is Bulk AI or Product Pilot cheaper?
Both list a free plan. Paid plans start at $29/month for Bulk AI and $7.99/month for Product Pilot. 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?
Bulk AI lists 3 the others don’t mention, such as Rollback, Search and filter, SEO updates. Product Pilot lists 2 the others don’t mention, such as Images, Orders. 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 Oct 29, 2026 for Bulk AI, Oct 13, 2026 for Product Pilot; 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 Oct 29, 2026 for Bulk AI, Oct 13, 2026 for Product Pilot. 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.