Shoplist has not found reliable public storefront evidence for Molecule Marketing Analytics. Track reviews, pricing, listing changes, and developer context and
Shoplist public signals
Signal date February 19, 2026
Monitoring status
Storefront detection limited
Tracking non-storefront public signals
As of Feb 19, 2026
Reviews
4 public reviews
5.0 average rating
As of Nov 27, 2025
Momentum
1 No signal
Install trend held steady over the last 28 days
As of Jun 12, 2026
Latest review
November 27, 2025
As of Nov 27, 2025
Install trend held steady over the latest 28-day window.
Updated Jun 12, 2026
Momentum inputs
28d installs
0
Prev. 28d
0
New 28d
0
30d reviews
0
Quick answer
Shoplist has not found reliable public storefront evidence for Molecule Marketing Analytics. This may happen when an app is admin-only, server-side, or not visibly embedded on storefronts. Shoplist still tracks reviews, pricing, listing changes, developer data, related apps.
Reviews and velocity
5.0
4
Nov 27, 2025
Recent public review volume from Shoplist crawl history.
Peak 2
Feb 2025
No prior month
Jun 2025
Flat vs prior
Nov 2025
+1 vs prior
Pricing
Activity and changes
Recent detections and listing changes are public signals captured by crawl history.
App Store listing
Detected Mar 29, 2026
Similar apps updated
BeforeLebesgue: AI Marketing & LTV, Parkour: Facebook Pixel & Feed, Trackify Facebook Pixel,TikTok
NowMeta & Facebook Pixels by Nabu, Parkour: Facebook Pixel & Feed, Trackify Facebook Pixel,TikTok
Detected Feb 19, 2026
Star rating updated
BeforeNot listed
Now5
Developer name updated
BeforeNot listed
NowMolecule data, UAB
Developer link updated
BeforeNot listed
Nowhttps://apps.shopify.com/partners/molecule-data-uab
Detected Nov 7, 2025
Plan features updated
BeforeDynamic Currency conversion, Real-time Media Performance Snapshot, Unlimited Google connectors +5 more
NowDynamic Currency conversion, First, Last, U-Shape + 3 Attribution, Marketing channel attribution dashboard +5 more
Plan features updated
Before1-on-1 Onboarding Call, Everything from Free plan, plus:, First, Last, U-Shape + 3 Attribution +5 more
Now1-on-1 Onboarding Call, Everything from Free plan, plus:, First, Last, U-Shape + 3 Attribution +5 more
Plan features updated
BeforeCampaigns / Ad sets / Ads On/Off feature, Change budgets in report, Country ROAS Performance report +1 more
NowCampaigns / Ad sets / Ads On/Off feature, Change budgets in report feature, Everything from Starter plan, plus: +1 more
Detected Sep 29, 2025
Listing description updated
BeforeGet true data. For your ads. Pair your Shopify store with our automated enterprise-level marketing reporting tool to uncover what truly dri...
NowGet true data. For your ads. Pair your Shopify store with our automated enterprise-level marketing reporting tool to uncover what truly dri...
App-store listing
Access the marketing performance data dashboard to optimize your Campaigns.
Get true data. For your ads. Pair your Shopify store with our automated enterprise-level marketing reporting tool to uncover what truly drives your sales. Obtain a single reliable source of attribution with different models to optimize the whole marketing funnel. No technical changes or large integrations are required. Optimize campaigns from the get-go with just a few onboarding clicks.
Methodology
Counts are based on Shoplist's latest available public crawl signal dated February 19, 2026.
Shoplist has not yet found reliable public storefront evidence connecting a Shopify store to this app. This does not mean the app has no users. Some apps are new, admin-only, server-side, theme-independent, or otherwise difficult to detect from public storefront signals.
Merchant rows are filtered to public brand profiles with enough public data to link safely. Full workflow, filtering, and monitoring stay behind signup.
Review, pricing, feature, screenshot, and listing-change data come from public Shopify App Store and Shoplist crawl records. Signals can change between crawls.
FAQ
Some Shopify apps are admin-only, server-side, theme-independent, or otherwise difficult to detect from public storefront signals.
No. It only means Shoplist has not found reliable public storefront evidence for Molecule Marketing Analytics. reviews, pricing, listing changes, and developer data can still be useful signals.
Yes. Shoplist can monitor Molecule Marketing Analytics for future public storefront detections and listing movement.
Keep watching Molecule Marketing Analytics
Turn this public profile into a monitored app workflow for first detections, reviews, pricing, related apps, and listing-change history.