Lantern alternatives

Tools that do what Lantern does, found by what they say they do rather than by shelf. Among the equally alike, the most used come first. Each line says how it differs from Lantern.

Read 2026-10-20 · Lantern itself: From $99/mo

With a free plan or free to use: Amplitude.

10 alternativesUnlike Lantern

#1
Citlyze Agents MCP · sign-in
Measures how often ChatGPT, Gemini and similar AI assistants name or cite a brand for buyer questions, and lists the gaps to close.
CheaperAlso: Monitoring
46
Active
From $29/mo
#2
Amplitude Commerce MCP · sign-in
Records product events from apps and websites and charts funnels, retention, user paths and cohorts, with A/B testing and session replay.
Free planAlso: Agents
374k
Active
Free plan
2012
#3
Zabihah Commerce MCP · sign-in
Lists and reviews halal restaurants, grocers and mosques worldwide, noting slaughter method and certifying authority per listing.
More widely used
2.1M
Active
1998
#4
Polar Analytics Commerce MCP · sign-in
Reads Shopify and ad-platform data into a warehouse-backed dashboard, with incrementality tests, Klaviyo audience sync and conversion events sent to Meta and Google.
Same job
888
Active
Contact sales
#5
Bersyn Commerce
Monitors what AI assistants recommend when buyers ask about your product category.
Also: MonitoringMore widely used
88
Active
Contact sales
2026
#6
Experro Commerce
Generative AI platform for ecommerce search, discovery, personalization and merchandising to drive sales and conversions.
Also: AgentsMore widely used
535
Contact sales
2019
#7
Hello Retail Commerce MCP · sign-in
Decides which product, email and send time each shopper receives, working inside an existing Klaviyo setup.
Also: Workflow automation
5k
Active
From ≈ $111/mo
2013
#8
Seller Assistant Commerce MCP · sign-in
Checks Amazon margins, buy box share, restrictions and IP flags on supplier price lists, then builds purchase orders and runs automated repricing.
CheaperMore widely used
25.3k
From $29.99/mo
#9
Surfer SEO Marketing
Analyzes web pages and generates optimization recommendations to improve search rankings and content performance.
CheaperMore widely used
99.6k
Active
From $49/mo
2017
#10
Fermat Leads Commerce
Analyzes shopper sessions on online stores to detect behavior patterns and recommends storefront and merchandising changes that raise revenue.
Also: Workflow automationMore widely used
3.8k
Contact sales
2021

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How this list is made: the words Lantern is described with (what it does, for whom, what it is used for) are matched against every tool in the Atlas. A tool on the same shelf, or doing the same kind of work, counts for a little more. Nothing here is paid for.