# an analytics dashboard for e-commerce stores

**There is demand, but the market is crowded with generic dashboard and analytics tools, not a clear e-commerce-specific opening.**

Confidence: medium  ·  83 signals  ·  checked 2026-08-01

[Full report with live links](https://showsitsworks.com/idea/an-analytics-dashboard-for-e-commerce-stores)

> **Little of this is specific to e-commerce.** Under *Who is already building this*, only 1 of 5 sourced findings mention e-commerce at all. The rest describe the product category. A crowded section is evidence the category is crowded, not that anyone is serving e-commerce.

## Who is already building this

*From data*

- devexpress-dashboard is a live dashboard framework with npm activity, but the signal does not give downloads or stars here; it is still being published on npm. *(not about e-commerce)*
  - [npm: devexpress-dashboard](https://www.npmjs.com/package/devexpress-dashboard) `registries` — 2026-06-18
- @kong-ui-public/dashboard-renderer has 150,647 monthly downloads and renders analytics charts from a JSON definition. *(not about e-commerce)*
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
- @aws-sdk/client-marketplace-commerce-analytics has 103,267 monthly downloads and is an AWS client for Marketplace Commerce Analytics. *(not about e-commerce)*
  - [npm: @aws-sdk/client-marketplace-commerce-analytics](https://www.npmjs.com/package/@aws-sdk/client-marketplace-commerce-analytics) `registries` — 2026-07-31
- survey-analytics has 101,288 monthly downloads and is a dashboard UI for visualizing survey data. *(not about e-commerce)*
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
- There are also many small GitHub dashboards that explicitly target e-commerce analytics, such as Data-Storytelling-Dashboard with 27 stars and a last push on 2025-11-02, E-Commerce-Data-Analysis with 13 stars and a last push on 2023-11-09, and online-shop with 10 stars and a last push on 2026-06-03.
  - [AmirhosseinHonardoust/Data-Storytelling-Dashboard](https://github.com/AmirhosseinHonardoust/Data-Storytelling-Dashboard) `github` — 2025-11-02
  - [KalyanM45/E-Commerce-Data-Analysis](https://github.com/KalyanM45/E-Commerce-Data-Analysis) `github` — 2023-11-09
  - [arshia-pourfar/online-shop](https://github.com/arshia-pourfar/online-shop) `github` — 2025-07-08

## What people actually say

*From data*

- "Google Analytics for Physical Stores" — HN founders describing Aura Vision as a way to bring eCommerce-style measurement to offline retail, which shows the framing people already use for analytics products. *(not about e-commerce)*
  - [Launch HN: Aura Vision (YC W19) – Google Analytics for Physical Stores](https://news.ycombinator.com/item?id=19136734) `hackernews` — 2019-02-11
- "There was no easy way to validate UCP profiles" — a maker on HN says the merchant-side visibility problem is real in adjacent commerce monitoring tooling. *(not about e-commerce)*
  - [Show HN: UCPtools – Check if AI shopping agents can find your store](https://news.ycombinator.com/item?id=46845575) `hackernews` — 2026-02-01
- "I got frustrated maintaining a multi-service stack just to count page views." — an HN maker complaining about analytics infrastructure complexity, even before you get to e-commerce-specific reporting.
  - [Show HN: I replaced Postgres and ClickHouse with one binary for web analytics](https://news.ycombinator.com/item?id=47415361) `hackernews` — 2026-03-17
- "Collecting data is only half the equation." — marketing copy from a dashboard vendor, which is consistent with people needing interpretation, not just raw metrics. *(not about e-commerce)*
  - [Ecommerce Dashboard: Must-Have Features & Metrics | Mailchimp](https://mailchimp.com/resources/ecommerce-dashboard) `tavily`

## People asking to be sold to

*From data*

- "Looking for N8N Expert for E-commerce Automation Project (Facebook Ads + Shopify)" — a public request that ties e-commerce automation directly to Shopify and Facebook Ads work.
  - [Looking for N8N Expert for E-commerce Automation Project (Facebook Ads + Shopify)](https://community.n8n.io/t/looking-for-n8n-expert-for-e-commerce-automation-project-facebook-ads-shopify/199139/4) `discourse` — 2025-10-04
- "With 5+ years of experience in software development and 2+ years working with n8n, I'd be glad to help you architect this analytics system." — a reply that shows there is paid work being discussed around an e-commerce analytics system.
  - [Looking for N8N Expert for E-commerce Automation Project (Facebook Ads + Shopify)](https://community.n8n.io/t/looking-for-n8n-expert-for-e-commerce-automation-project-facebook-ads-shopify/199139/4) `discourse` — 2025-10-04
- "I haven't integrated Shopify before, but I've reviewed their documentation and the API looks straightforward to work w..." — the same thread suggests implementation work is being scoped as a real project, not a toy idea.
  - [Looking for N8N Expert for E-commerce Automation Project (Facebook Ads + Shopify)](https://community.n8n.io/t/looking-for-n8n-expert-for-e-commerce-automation-project-facebook-ads-shopify/199139/4) `discourse` — 2025-10-04
- "I am working on a e-commerce Android application and I would like track Enhanced e-commerce events on Google Analytics" — a Stack Exchange question that shows someone actively trying to implement commerce tracking.
  - [Enhanced e-commerce tag through GTM v5 using firebase bundle](https://stackoverflow.com/questions/39233212/enhanced-e-commerce-tag-through-gtm-v5-using-firebase-bundle) `stackexchange` — 2016-08-30

## Where the opening is

*Model estimate*

- The signals do not show a clear product that is purpose-built for e-commerce merchants who want a single dashboard across store revenue, ads, inventory, cohorts, and profit, with no setup work.
  - [10 Best Ecommerce Analytics Dashboard to use in 2026 | Saras Analytics](https://www.sarasanalytics.com/blog/ecommerce-analytics-dashboard) `tavily`
  - [E-commerce Dashboard: Examples & Best Practices](https://www.thoughtspot.com/data-trends/dashboard/ecommerce-dashboard) `tavily`
  - [5 Ecommerce Analytics Dashboards For Every Major Platform](https://www.databloo.com/blog/ecommerce-analytics-dashboard) `tavily`
  - [12 Best Ecommerce Analytics Dashboard Tools: How They Handle Attribution, Multi-Channel Data, and Profitability Reporting | Luca](https://ask-luca.com/blogs/ecommerce-analytics-dashboard) `tavily`
  - [Ecommerce Dashboard: Must-Have Features & Metrics | Mailchimp](https://mailchimp.com/resources/ecommerce-dashboard) `tavily`
  - [(THE BEST) Ecommerce Analytics Dashboard | Glew](https://www.glew.io/features/ecommerce-dashboard) `tavily`
- Most named competitors here are either generic dashboard components, broad analytics clients, or small demo repositories, not a focused SaaS for Shopify/WooCommerce merchants.
  - [npm: @aws-sdk/client-marketplace-commerce-analytics](https://www.npmjs.com/package/@aws-sdk/client-marketplace-commerce-analytics) `registries` — 2026-07-31
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
  - [docker: opensearchproject/opensearch-dashboards](https://hub.docker.com/r/opensearchproject/opensearch-dashboards) `registries`
  - [AmirhosseinHonardoust/Data-Storytelling-Dashboard](https://github.com/AmirhosseinHonardoust/Data-Storytelling-Dashboard) `github` — 2025-11-02
  - [KalyanM45/E-Commerce-Data-Analysis](https://github.com/KalyanM45/E-Commerce-Data-Analysis) `github` — 2023-11-09
  - [arshia-pourfar/online-shop](https://github.com/arshia-pourfar/online-shop) `github` — 2025-07-08
- The Stack Exchange questions are mostly about GA and GTM implementation bugs, which suggests a gap in making tracking and reporting simpler, but the data does not prove a willingness to switch to a new dashboard product.
  - [Sometimes google analytics enhanced e-commerce transaction isn't updated](https://stackoverflow.com/questions/55685645/sometimes-google-analytics-enhanced-e-commerce-transaction-isnt-updated) `stackexchange` — 2019-04-15
  - [Enhanced e-commerce tag through GTM v5 using firebase bundle](https://stackoverflow.com/questions/39233212/enhanced-e-commerce-tag-through-gtm-v5-using-firebase-bundle) `stackexchange` — 2016-08-30
  - [Send data to custom dimensions and metrics in google Universal Analytics with ecommerce tracking](https://stackoverflow.com/questions/24627608/send-data-to-custom-dimensions-and-metrics-in-google-universal-analytics-with-ec) `stackexchange` — 2014-07-08
  - [Not logging for Google Analytics Tagmanager pushEvent](https://stackoverflow.com/questions/40839648/not-logging-for-google-analytics-tagmanager-pushevent) `stackexchange` — 2016-11-28
  - [How to send ga(...) events with Google Tag Manager?](https://stackoverflow.com/questions/50487788/how-to-send-ga-events-with-google-tag-manager) `stackexchange` — 2018-05-23
  - [Enhanced Ecommerce: Product Category "not set" in the Product Performance card](https://stackoverflow.com/questions/38540015/enhanced-ecommerce-product-category-not-set-in-the-product-performance-card) `stackexchange` — 2016-07-23
  - [Google Analytics Social and Paid Search Channels only showing few transactions](https://stackoverflow.com/questions/34007302/google-analytics-social-and-paid-search-channels-only-showing-few-transactions) `stackexchange` — 2015-11-30
  - [filter sheets google analytics plugin](https://stackoverflow.com/questions/34751028/filter-sheets-google-analytics-plugin) `stackexchange` — 2016-01-12
  - [I can not get Google Analytics to send commerce data](https://stackoverflow.com/questions/38535365/i-can-not-get-google-analytics-to-send-commerce-data) `stackexchange` — 2016-07-22

## How big the market might be

*Model estimate*

- This search found 3 named package competitors, with the largest at 150,647 monthly downloads.
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
  - [npm: @aws-sdk/client-marketplace-commerce-analytics](https://www.npmjs.com/package/@aws-sdk/client-marketplace-commerce-analytics) `registries` — 2026-07-31
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
- There are 8 first-hand complaints and 9 unsolved questions, but 0 stated wants, so the pain is present but explicit buyer demand is thin.
  - [Add Evidence dashboard pages for e-commerce analytics](https://github.com/kiyeonjeon21/data-stack-lab/issues/14) `githubissues` — 2026-04-05
  - [Looking for N8N Expert for E-commerce Automation Project (Facebook Ads + Shopify)](https://community.n8n.io/t/looking-for-n8n-expert-for-e-commerce-automation-project-facebook-ads-shopify/199139/4) `discourse` — 2025-10-04
  - [Sometimes google analytics enhanced e-commerce transaction isn't updated](https://stackoverflow.com/questions/55685645/sometimes-google-analytics-enhanced-e-commerce-transaction-isnt-updated) `stackexchange` — 2019-04-15
  - [(FEATURE) E-Commerce Analytics Dashboard Showcase](https://github.com/SAPTARSHI-coder/EaseMotion-css/issues/7726) `githubissues` — 2026-06-13
  - ["Developing a Specialized ChatGPT Model for Customer Data Analysis, Conversion Optimization, and Sales Growth](https://community.openai.com/t/developing-a-specialized-chatgpt-model-for-customer-data-analysis-conversion-optimization-and-sales-growth/1198500) `discourse` — 2025-04-02
  - [Desafio - E-commerce Predictive Analytics & Sales Dashboard](https://github.com/Sthefany-Nogueira/Desafios-BI/issues/1) `githubissues` — 2025-10-22
  - [Flipkart E-Commerce Sales Dashboard – Data Science & Analytics Internship](https://github.com/Deepanshuchauhan0/Future_DS_01/issues/1) `githubissues` — 2025-08-16
  - [Not logging for Google Analytics Tagmanager pushEvent](https://stackoverflow.com/questions/40839648/not-logging-for-google-analytics-tagmanager-pushevent) `stackexchange` — 2016-11-28
  - [How to send ga(...) events with Google Tag Manager?](https://stackoverflow.com/questions/50487788/how-to-send-ga-events-with-google-tag-manager) `stackexchange` — 2018-05-23
  - [Enhanced Ecommerce: Product Category "not set" in the Product Performance card](https://stackoverflow.com/questions/38540015/enhanced-ecommerce-product-category-not-set-in-the-product-performance-card) `stackexchange` — 2016-07-23
  - [Google Analytics Social and Paid Search Channels only showing few transactions](https://stackoverflow.com/questions/34007302/google-analytics-social-and-paid-search-channels-only-showing-few-transactions) `stackexchange` — 2015-11-30
  - [filter sheets google analytics plugin](https://stackoverflow.com/questions/34751028/filter-sheets-google-analytics-plugin) `stackexchange` — 2016-01-12
  - [I can not get Google Analytics to send commerce data](https://stackoverflow.com/questions/38535365/i-can-not-get-google-analytics-to-send-commerce-data) `stackexchange` — 2016-07-22
- The search also found 20 GitHub signals and 16 registry signals, which points to active build activity around dashboards and analytics.
  - [AmirhosseinHonardoust/Data-Storytelling-Dashboard](https://github.com/AmirhosseinHonardoust/Data-Storytelling-Dashboard) `github` — 2025-11-02
  - [sagar2535/e-commerce-admin](https://github.com/sagar2535/e-commerce-admin) `github` — 2023-08-23
  - [KalyanM45/E-Commerce-Data-Analysis](https://github.com/KalyanM45/E-Commerce-Data-Analysis) `github` — 2023-11-09
  - [arshia-pourfar/online-shop](https://github.com/arshia-pourfar/online-shop) `github` — 2025-07-08
  - [ZaminOrucov/E-Ticar-t](https://github.com/ZaminOrucov/E-Ticar-t) `github` — 2026-01-20
  - [c2gup/PicStore](https://github.com/c2gup/PicStore) `github` — 2024-08-22
  - [evgeniimatveev/olist-e-commerce-analytics](https://github.com/evgeniimatveev/olist-e-commerce-analytics) `github` — 2026-05-24
  - [amriiiita07-ui/returniq-fashion-analytics](https://github.com/amriiiita07-ui/returniq-fashion-analytics) `github` — 2026-04-28
  - [eyobbegashaw/E-Commerce-Dashboard-with-Analytics](https://github.com/eyobbegashaw/E-Commerce-Dashboard-with-Analytics) `github` — 2026-03-03
  - [sivaprakashtech/ShopFlow-Pro](https://github.com/sivaprakashtech/ShopFlow-Pro) `github` — 2026-07-28
  - [Yosef-AlSabbah/Fully-Functional-PHP-E-commerce-Shop-with-Modern-Dashboard-Analytics](https://github.com/Yosef-AlSabbah/Fully-Functional-PHP-E-commerce-Shop-with-Modern-Dashboard-Analytics) `github` — 2024-12-14
  - [Yosef-AlSabbah/Craft-Your-Dream-Store-Feature-Rich-E-Commerce-App-Built-with-JavaFX](https://github.com/Yosef-AlSabbah/Craft-Your-Dream-Store-Feature-Rich-E-Commerce-App-Built-with-JavaFX) `github` — 2024-12-14
  - [mdalmamunit427/e-commerce-dashboard-analytics](https://github.com/mdalmamunit427/e-commerce-dashboard-analytics) `github` — 2025-03-17
  - [jian1929/ecommerce-ops-suite](https://github.com/jian1929/ecommerce-ops-suite) `github` — 2026-03-27
  - [rajeevtiwari8055/E-commerce-Sales-Dashboard-Analysis](https://github.com/rajeevtiwari8055/E-commerce-Sales-Dashboard-Analysis) `github` — 2025-07-09
  - [NV-DuyManh/E-Commerce-Website](https://github.com/NV-DuyManh/E-Commerce-Website) `github` — 2026-03-10
  - [ezgiorman/MLbased_Purchase_Intention_System](https://github.com/ezgiorman/MLbased_Purchase_Intention_System) `github` — 2026-02-26
  - [rajeevtiwari8055/Amazon-Global-Business-Analytics](https://github.com/rajeevtiwari8055/Amazon-Global-Business-Analytics) `github` — 2025-09-14
  - [RamziRebai/MultiAgents-Chatbot-and-RealTime-Data-Analytics](https://github.com/RamziRebai/MultiAgents-Chatbot-and-RealTime-Data-Analytics) `github` — 2025-01-30
  - [npm: universal-analytics](https://www.npmjs.com/package/universal-analytics) `registries` — 2026-05-12
  - [npm: @scarf/scarf](https://www.npmjs.com/package/@scarf/scarf) `registries` — 2024-11-06
  - [npm: @upstash/core-analytics](https://www.npmjs.com/package/@upstash/core-analytics) `registries` — 2024-07-19
  - [npm: devexpress-dashboard](https://www.npmjs.com/package/devexpress-dashboard) `registries` — 2026-06-18
- Matching community threads were found in community.n8n.io and community.openai.com, showing the topic comes up in workflow and AI communities as well.
  - [Looking for N8N Expert for E-commerce Automation Project (Facebook Ads + Shopify)](https://community.n8n.io/t/looking-for-n8n-expert-for-e-commerce-automation-project-facebook-ads-shopify/199139/4) `discourse` — 2025-10-04
  - ["Developing a Specialized ChatGPT Model for Customer Data Analysis, Conversion Optimization, and Sales Growth](https://community.openai.com/t/developing-a-specialized-chatgpt-model-for-customer-data-analysis-conversion-optimization-and-sales-growth/1198500) `discourse` — 2025-04-02
  - [Show HN: UCPtools – Check if AI shopping agents can find your store](https://news.ycombinator.com/item?id=46845575) `hackernews` — 2026-02-01

## What could go wrong

*Model estimate*

- You would compete with broad analytics platforms and dashboard generators, including Vercel Analytics at 18,577,347 monthly downloads, OpenSearch Dashboards at 23,238,611 pulls, and workbox-google-analytics at 32,860,500 monthly downloads.
  - [npm: @vercel/analytics](https://www.npmjs.com/package/@vercel/analytics) `registries` — 2026-03-12
  - [docker: opensearchproject/opensearch-dashboards](https://hub.docker.com/r/opensearchproject/opensearch-dashboards) `registries`
  - [npm: workbox-google-analytics](https://www.npmjs.com/package/workbox-google-analytics) `registries` — 2026-05-04
- A lot of the visible demand is for implementation help or template dashboards, which makes it hard to know whether people will pay for a new product instead of assembling their own stack.
  - [Add Evidence dashboard pages for e-commerce analytics](https://github.com/kiyeonjeon21/data-stack-lab/issues/14) `githubissues` — 2026-04-05
  - [(FEATURE) E-Commerce Analytics Dashboard Showcase](https://github.com/SAPTARSHI-coder/EaseMotion-css/issues/7726) `githubissues` — 2026-06-13
  - [Desafio - E-commerce Predictive Analytics & Sales Dashboard](https://github.com/Sthefany-Nogueira/Desafios-BI/issues/1) `githubissues` — 2025-10-22
  - [5 Ecommerce Analytics Dashboards For Every Major Platform](https://www.databloo.com/blog/ecommerce-analytics-dashboard) `tavily`
  - [Ecommerce Dashboard: Must-Have Features & Metrics | Mailchimp](https://mailchimp.com/resources/ecommerce-dashboard) `tavily`
  - [3 Ecommerce dashboard examples](https://www.geckoboard.com/dashboard-examples/ecommerce) `tavily`
- Several GitHub projects are small and some are old, so the live competitive set looks fragmented rather than dominated by one strong e-commerce analytics brand.
  - [sagar2535/e-commerce-admin](https://github.com/sagar2535/e-commerce-admin) `github` — 2023-08-23
  - [KalyanM45/E-Commerce-Data-Analysis](https://github.com/KalyanM45/E-Commerce-Data-Analysis) `github` — 2023-11-09
  - [arshia-pourfar/online-shop](https://github.com/arshia-pourfar/online-shop) `github` — 2025-07-08
  - [ZaminOrucov/E-Ticar-t](https://github.com/ZaminOrucov/E-Ticar-t) `github` — 2026-01-20
  - [c2gup/PicStore](https://github.com/c2gup/PicStore) `github` — 2024-08-22
  - [evgeniimatveev/olist-e-commerce-analytics](https://github.com/evgeniimatveev/olist-e-commerce-analytics) `github` — 2026-05-24
  - [amriiiita07-ui/returniq-fashion-analytics](https://github.com/amriiiita07-ui/returniq-fashion-analytics) `github` — 2026-04-28
  - [eyobbegashaw/E-Commerce-Dashboard-with-Analytics](https://github.com/eyobbegashaw/E-Commerce-Dashboard-with-Analytics) `github` — 2026-03-03
  - [sivaprakashtech/ShopFlow-Pro](https://github.com/sivaprakashtech/ShopFlow-Pro) `github` — 2026-07-28
  - [Yosef-AlSabbah/Fully-Functional-PHP-E-commerce-Shop-with-Modern-Dashboard-Analytics](https://github.com/Yosef-AlSabbah/Fully-Functional-PHP-E-commerce-Shop-with-Modern-Dashboard-Analytics) `github` — 2024-12-14
  - [Yosef-AlSabbah/Craft-Your-Dream-Store-Feature-Rich-E-Commerce-App-Built-with-JavaFX](https://github.com/Yosef-AlSabbah/Craft-Your-Dream-Store-Feature-Rich-E-Commerce-App-Built-with-JavaFX) `github` — 2024-12-14
  - [mdalmamunit427/e-commerce-dashboard-analytics](https://github.com/mdalmamunit427/e-commerce-dashboard-analytics) `github` — 2025-03-17
  - [jian1929/ecommerce-ops-suite](https://github.com/jian1929/ecommerce-ops-suite) `github` — 2026-03-27
  - [rajeevtiwari8055/E-commerce-Sales-Dashboard-Analysis](https://github.com/rajeevtiwari8055/E-commerce-Sales-Dashboard-Analysis) `github` — 2025-07-09
  - [NV-DuyManh/E-Commerce-Website](https://github.com/NV-DuyManh/E-Commerce-Website) `github` — 2026-03-10
  - [ezgiorman/MLbased_Purchase_Intention_System](https://github.com/ezgiorman/MLbased_Purchase_Intention_System) `github` — 2026-02-26
  - [rajeevtiwari8055/Amazon-Global-Business-Analytics](https://github.com/rajeevtiwari8055/Amazon-Global-Business-Analytics) `github` — 2025-09-14
  - [RamziRebai/MultiAgents-Chatbot-and-RealTime-Data-Analytics](https://github.com/RamziRebai/MultiAgents-Chatbot-and-RealTime-Data-Analytics) `github` — 2025-01-30

## What to do this week

*Model estimate*

- Start with Shopify-first and WooCommerce-first dashboards, since the public material repeatedly references those sources and common retail metrics like conversion rate, AOV, CLV, orders, and revenue.
  - [10 Best Ecommerce Analytics Dashboard to use in 2026 | Saras Analytics](https://www.sarasanalytics.com/blog/ecommerce-analytics-dashboard) `tavily`
  - [E-commerce Dashboard: Examples & Best Practices](https://www.thoughtspot.com/data-trends/dashboard/ecommerce-dashboard) `tavily`
  - [5 Ecommerce Analytics Dashboards For Every Major Platform](https://www.databloo.com/blog/ecommerce-analytics-dashboard) `tavily`
  - [Ecommerce Dashboard: Must-Have Features & Metrics | Mailchimp](https://mailchimp.com/resources/ecommerce-dashboard) `tavily`
- Make the first version opinionated: revenue overview, product performance, customer cohorts, ad spend, and profit, rather than a generic chart builder.
  - [Add Evidence dashboard pages for e-commerce analytics](https://github.com/kiyeonjeon21/data-stack-lab/issues/14) `githubissues` — 2026-04-05
  - [(FEATURE) E-Commerce Analytics Dashboard Showcase](https://github.com/SAPTARSHI-coder/EaseMotion-css/issues/7726) `githubissues` — 2026-06-13
  - [(THE BEST) Ecommerce Analytics Dashboard | Glew](https://www.glew.io/features/ecommerce-dashboard) `tavily`
- Add a setup path that solves the GA/GTM/e-commerce tracking confusion seen in Stack Exchange threads, because that pain appears repeatedly.
  - [Sometimes google analytics enhanced e-commerce transaction isn't updated](https://stackoverflow.com/questions/55685645/sometimes-google-analytics-enhanced-e-commerce-transaction-isnt-updated) `stackexchange` — 2019-04-15
  - [Enhanced e-commerce tag through GTM v5 using firebase bundle](https://stackoverflow.com/questions/39233212/enhanced-e-commerce-tag-through-gtm-v5-using-firebase-bundle) `stackexchange` — 2016-08-30
  - [Send data to custom dimensions and metrics in google Universal Analytics with ecommerce tracking](https://stackoverflow.com/questions/24627608/send-data-to-custom-dimensions-and-metrics-in-google-universal-analytics-with-ec) `stackexchange` — 2014-07-08
  - [Not logging for Google Analytics Tagmanager pushEvent](https://stackoverflow.com/questions/40839648/not-logging-for-google-analytics-tagmanager-pushevent) `stackexchange` — 2016-11-28
  - [How to send ga(...) events with Google Tag Manager?](https://stackoverflow.com/questions/50487788/how-to-send-ga-events-with-google-tag-manager) `stackexchange` — 2018-05-23
  - [Enhanced Ecommerce: Product Category "not set" in the Product Performance card](https://stackoverflow.com/questions/38540015/enhanced-ecommerce-product-category-not-set-in-the-product-performance-card) `stackexchange` — 2016-07-23
  - [filter sheets google analytics plugin](https://stackoverflow.com/questions/34751028/filter-sheets-google-analytics-plugin) `stackexchange` — 2016-01-12
  - [I can not get Google Analytics to send commerce data](https://stackoverflow.com/questions/38535365/i-can-not-get-google-analytics-to-send-commerce-data) `stackexchange` — 2016-07-22
- Talk to merchants who already use n8n or AI workflow tools, since those communities already surfaced matching e-commerce automation threads.
  - [Looking for N8N Expert for E-commerce Automation Project (Facebook Ads + Shopify)](https://community.n8n.io/t/looking-for-n8n-expert-for-e-commerce-automation-project-facebook-ads-shopify/199139/4) `discourse` — 2025-10-04
  - ["Developing a Specialized ChatGPT Model for Customer Data Analysis, Conversion Optimization, and Sales Growth](https://community.openai.com/t/developing-a-specialized-chatgpt-model-for-customer-data-analysis-conversion-optimization-and-sales-growth/1198500) `discourse` — 2025-04-02
  - [Show HN: UCPtools – Check if AI shopping agents can find your store](https://news.ycombinator.com/item?id=46845575) `hackernews` — 2026-02-01

## Competitor strength

| Project | Stars | Downloads/mo | Activity |
|---|---:|---:|---|
| [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) | — | 150,647 | unknown |
| [npm: @aws-sdk/client-marketplace-commerce-analytics](https://www.npmjs.com/package/@aws-sdk/client-marketplace-commerce-analytics) | — | 103,267 | unknown |
| [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) | — | 101,288 | unknown |

## Domain names

- `ecommerceanalytics.com` — taken
- `ecommerceanalytics.io` — available
- `ecommerce.com` — taken
- `getecommerce.com` — taken

---

Sources searched: hackernews (12), github (20), githubissues (6), discourse (2), intent (none), stackexchange (9), registries (16), tavily (8), devto (10)

Generated by Shows Its Work — https://showsitsworks.com/idea/an-analytics-dashboard-for-e-commerce-stores
Findings link to their sources. Estimates are marked as estimates.