AI SEO Pilot vs CatalogPilot
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 AI SEO Pilot, Oct 14, 2026 for CatalogPilot.
The short answer
- AI SEO Pilot lists 30 features CatalogPilot’s listing doesn’t mention, including 404 pages, AMP pages, Analytics.
Head to head
Starter Plan
- · AI descriptions & meta text
- · Catalog health score + full audit
- · Filter & SEO readiness prep
- · Make / Model / Year auto-detection
- · Preview, approve, apply & rollback
- · Scheduled monitoring + audit trail
Growth Plan
- · AI Catalog Profiler (store type)
- · Bulk apply at scale
- · Everything in Starter
- · Filter & SEO readiness prep
- · Priority processing
- · Smart collection builder
Pro Plan
- · AI Catalog Profiler: any store type
- · CSV Fix Studio: clean & enrich offline
- · Email support
- · Everything in Growth
- · Filter & SEO readiness prep
- · Priority bulk processing
Plus Plan
- · 50,000+ products
- · Everything in Pro
- · Highest catalog limits
- · Priority support
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureSEOPilot scans your Shopify store and identifies SEO issues across page titles, descriptions, images, links, and structured data. AI generates optimized meta tags and image alt text, then applies them directly to Shopify. AutoPilot runs daily to fix common issues automatically. The audit scores your store across seven categories with plain-language explanations for each issue.
Messy product data costs you sales: missing SEO, inconsistent values, and attributes buried in tags and metafields break filters and bury products in search. CatalogPilot scans your store, scores its catalog health, and previews safe fixes you approve. Every change shows a before/after, nothing is applied until you say so, and anything reverts in one click.
- AI generates page titles, descriptions, and image alt text applied to Shopify
- AutoPilot fixes SEO issues daily across products, collections, and pages
- Image compression uploaded to Shopify with one click and option to restore
- SEO audit scores your store in six categories and prioritizes fixes
- Catalog Health Score across organization, search, descriptions, and SEO.
- Preview every fix as a clear before/after and approve only what you want.
- One-click rollback — undo a single change or an entire batch.
- Auto-detects filter attributes like Make, Model & Year — even hidden in tags.
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 |  AI SEO Pilot |  CatalogPilot |
|---|---|---|
| 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 | AI SEO Pilot | CatalogPilot |
|---|---|---|
| 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 | AI SEO Pilot | CatalogPilot |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | $29/month |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | 4 |
Listing
| Measure | AI SEO Pilot | CatalogPilot |
|---|---|---|
| Shopify category rank | #899 | #453 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Apr 17, 2026 | Jun 19, 2026 |
| Languages | 1 | 1 |
| Developer | DevCloud LLC | SBX Performance LLC |
FAQ
AI SEO Pilot and CatalogPilot: common questions
- What features does each app list that the other doesn’t?
- AI SEO Pilot lists 30 the others don’t mention, such as 404 pages, AMP pages, Analytics, APIs and webhooks. CatalogPilot lists 9 the others don’t mention, such as AI assistance, Bulk edit, Collections, Descriptions. 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 AI SEO Pilot, Oct 14, 2026 for CatalogPilot; 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 AI SEO Pilot, Oct 14, 2026 for CatalogPilot. 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.