CatalogLens AI Shopify App: Pricing, Features & First-Adopter Watch
Key signals for CatalogLens AI
CatalogLens AI launched on July 24, 2026. Shoplist is watching for its first storefront installs and tracking pricing in the meantime. Checked .
Sonar hasn’t detected CatalogLens AI on a store yet. Watching since its Jul 24, 2026 launch.
CatalogLens AI on the Shopify App Store
Shoplist reads CatalogLens AI’s App Store listing every day: where it ranks, what merchants say, what it charges and every edit it ships.
Where Shopify ranks CatalogLens AI
Shoplist reads Shopify’s full category listings every day, so a climb or a slip shows up the day it happens.
| Day | Product content | Content |
|---|---|---|
| Sep 3, 2026 | #409 | — |
| Sep 4, 2026 | #407 | — |
| Sep 5, 2026 | #407 | — |
| Sep 6, 2026 | #450 | — |
| Sep 7, 2026 | #188 | — |
| Sep 8, 2026 | #118 | — |
| Sep 9, 2026 | #80 | #427 |
| Sep 10, 2026 | #61 | #405 |
| Sep 11, 2026 | #53 | #402 |
| Sep 12, 2026 | #46 | #378 |
| Sep 13, 2026 | #48 | #366 |
| Sep 14, 2026 | #45 | #339 |
| Sep 15, 2026 | #45 | #335 |
| Sep 17, 2026 | #40 | #322 |
| Sep 19, 2026 | #40 | #303 |
| Sep 20, 2026 | #39 | #305 |
| Sep 21, 2026 | #35 | #296 |
| Sep 22, 2026 | #38 | #295 |
| Sep 23, 2026 | #38 | #286 |
| Sep 24, 2026 | #38 | #287 |
| Sep 25, 2026 | #36 | #281 |
| Sep 26, 2026 | #36 | #282 |
| Sep 27, 2026 | #36 | #279 |
| Sep 28, 2026 | #35 | #275 |
| Sep 29, 2026 | #35 | #267 |
| Sep 30, 2026 | #37 | #264 |
| Oct 1, 2026 | #37 | #263 |
| Oct 2, 2026 | #37 | #255 |
| Oct 3, 2026 | #36 | #256 |
| Oct 4, 2026 | #34 | #251 |
| Oct 5, 2026 | #34 | #252 |
| Oct 6, 2026 | #34 | #245 |
| Oct 7, 2026 | #34 | #241 |
| Oct 8, 2026 | #36 | #239 |
| Oct 9, 2026 | #35 | #242 |
| Oct 10, 2026 | #34 | #241 |
| Oct 11, 2026 | #34 | #243 |
| Oct 12, 2026 | #34 | #241 |
| Oct 13, 2026 | #34 | #243 |
| Oct 14, 2026 | #34 | #240 |
| Oct 15, 2026 | #37 | #241 |
| Oct 16, 2026 | #36 | #242 |
| Oct 17, 2026 | #39 | #242 |
| Oct 18, 2026 | #57 | #241 |
| Oct 19, 2026 | #57 | #242 |
| Oct 20, 2026 | #56 | #241 |
| Oct 21, 2026 | #56 | #241 |
| Oct 22, 2026 | #54 | — |
| Oct 23, 2026 | #53 | #241 |
| Oct 24, 2026 | #51 | #241 |
| Oct 25, 2026 | #50 | #240 |
| Oct 31, 2026 | #54 | #258 |
| Nov 1, 2026 | #60 | #258 |
| Nov 2, 2026 | #59 | #258 |
| Nov 4, 2026 | #57 | #256 |
| Nov 5, 2026 | #61 | #260 |
| Nov 6, 2026 | #65 | #259 |
| Nov 7, 2026 | #69 | #259 |
| Nov 8, 2026 | #72 | #260 |
| Nov 9, 2026 | #74 | #263 |
What CatalogLens AI charges
Free trial available. Every plan on its listing, and every price change Shoplist has caught, so you can see exactly how it packages and prices.
Launch
$35/month
Growth
$55/month
Scale
$105/month
How CatalogLens AI sells itself on the App Store
The pitch, integrations and features merchants see before they install: the positioning a competitor is betting on.
“Audit product content, prioritize catalog gaps, and review evidence before making changes.”
What it does
CatalogLens AI scans product catalog content through read-only access and produces deterministic readiness scores for semantic discovery and AI shopping contexts. Review weak dimensions, issue evidence, and prioritized quick wins for each product. Growth and… CatalogLens AI scans product catalog content through read-only access and produces deterministic readiness scores for semantic discovery and AI shopping contexts. Review weak dimensions, issue evidence, and prioritized quick wins for each product. Growth and Scale merchants can request AI-generated Repair briefs that always require human review. Export completed scans and configure eligible schedules without automatic product edits or promises of ranking, traffic, or sales results.
Features it lists
Screenshots
CatalogLens AI listing facts
- Developer
- CatalogLens AI
- Launched
- July 24, 2026
- Shopify rank
- #74 in Product content#263 in Content
- Languages
- English
Shopify stores using CatalogLens AI
Shoplist is watching Shopify storefronts for the first public install of CatalogLens AI.
How CatalogLens AI’s install base is moving
Shoplist re-crawls the same storefronts, so every store that adds CatalogLens AI, comes back to it or removes it shows up here. The store count also grows when Shoplist finds stores already running it; the breakdown keeps those apart from real installs.
Stores, last 28 days
0
0 now · 0 28 days earlier
Reach
0%
of the stores Shoplist tracks
Big-brand share
Not enough data: fewer than 150 of its stores have a known size
Where CatalogLens AI’s store count change came from
- Real installs and removalsEstimated0 added · 0 came back · 0 removed
- 0
Stores adding and removing CatalogLens AI, by week
| Week of | Added or back | Removed | Net | Notes |
|---|---|---|---|---|
| Aug 31, 2026 | 0 | 0 | 0 | Estimated |
| Sep 7, 2026 | 0 | 0 | 0 | Estimated |
| Sep 14, 2026 | 0 | 0 | 0 | Estimated |
| Sep 21, 2026 | 0 | 0 | 0 | Estimated |
| Sep 28, 2026 | 0 | 0 | 0 | Estimated |
| Oct 5, 2026 | 0 | 0 | 0 | Estimated |
| Oct 12, 2026 | 0 | 0 | 0 | Estimated |
| Oct 19, 2026 | 0 | 0 | 0 | Estimated |
| Oct 26, 2026 | 0 | 0 | 0 | Estimated |
| Nov 2, 2026 | 0 | 0 | 0 | 2 held-out days |
Compare CatalogLens AI
The apps in its App Store category, with the stores Shoplist detects on each and their listing ratings.
Alternatives to CatalogLens AI
Apps merchants weigh against CatalogLens AI, with their own detected stores and ratings.
CatalogLens AI vs StoreLens AI
CatalogLens AI vs AgenticLens
CatalogLens AI vs AI Catalog Optimizer
CatalogLens AI vs AI Product Description
CatalogLens AI vs CatalogNow
CatalogLens AI vs CatalogFix
Follow the apps you compete with and decide which changes deserve action. See the competitor-monitoring workflow.
Seen on the storefront, not guessed
If Shoplist shows CatalogLens AI on a store, it’s there. Every count on this page traces to code found on a live storefront, re-checked on every crawl.
Code-level
Found in the storefront’s own code
Shoplist matches the scripts, app blocks and pixels CatalogLens AI loads on each live storefront. No surveys, no developer-reported numbers, no model guessing installs from review counts.
Re-checked, so the count stays current
Shoplist keeps crawling the same storefronts. A store that uninstalls CatalogLens AI leaves the count on the next crawl, so you read today’s install base, not a high-water mark.
Daily
The App Store, read every day
Rank, reviews, pricing and every listing edit are captured daily, so a price change or a ranking slip shows up here the day it ships.
Two public sources, labelled on every section. Store data last checked .
Read the full methodologyQuestions about CatalogLens AI
Straight answers from the same data as the rest of this page. The full store list answers the rest.
Has Shoplist detected stores using CatalogLens AI yet?
Shoplist has not yet found reliable public storefront evidence for CatalogLens AI. The page tracks first merchant evidence as it appears.
What does first-adopter watch mean?
It means Shoplist is monitoring launch context, first storefront-detectable merchant evidence, and pricing.
Can I get alerts when stores start using CatalogLens AI?
Yes. Create a watchlist to get alerted when Shoplist finds public merchant evidence for CatalogLens AI.
Go beyond CatalogLens AI
Its closest rival, its developer and the charts it competes on, from the same data.
- CatalogLens AI vs StoreLens AIDetected stores, store movement, ratings and pricing side by side.
- CatalogLens AIEvery app CatalogLens AI publishes, with their detected reach.
- Top apps by categoryThe ten apps gaining the most detected installs in each category.
- All Shopify appsBrowse every app Shoplist tracks, by category, rating, and reach.
Keep watching CatalogLens AI.
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.
