For E-commerce Operators · Application Software
Application Software Data for E-Commerce Operators: 10 Ranked Sources
Application Software data for e-commerce operators: 10 datasets on one shelf. Every one delivered as API, files, or warehouse rows.
price monitoring data for ecommerce · retail sales data by category · ecommerce market share data · where to get product data feeds · how do d2c brands use application software data
API, files, or your warehouse. Daily, weekly, or hourly.
Which application software datasets should an e-commerce operator fund first?
We rank by revenue impact on merchandising and pricing operations: relevance to commerce work first, Datadory's quality score second. The three relevance-2 records lead - they measure rival shopping apps, your own traffic benchmarks and the device mix your storefront must serve - then seven relevance-1 sources ordered by quality.
How do you track competitor apps and storefront engagement?
Nothing in this pack watches a rival's checkout price - application software data works one step out, on the apps and platforms commerce runs through. Google Play's web catalog is the closest thing to a competitor feed: install brackets, star ratings, review counts and changelog entries sit on every listing page of the 2M+ Android catalog, so a rival app's review spike or a broken-release changelog note shows up the day it happens.
StatCounter covers the device split: mobile-vs-desktop and screen-resolution shares from January 2009 onward, exported as CSV and revised daily around 13:00 GMT. Both tell you where to spend engineering effort on responsive design rather than what to charge.
Which sources keep your commerce stack and SaaS shortlist honest?
The tooling layer is where this pack pays for itself, because storefront revenue depends on third-party software that can silently die. Product Hunt's GraphQL API surfaces new commerce tooling and D2C brands on launch day, with ranked daily feeds running back to 2013.
When you need to buy instead of monitor, Capterra lists 86,267 product profiles with feature sub-scores, starting prices and pros/cons, and G2 exposes 2,239 category pages across 43 groups whose Recently Added section flags vendors entering a segment.
What monitoring cadence should e-commerce teams run?
Wire it in monitoring order. Start with the Play web catalog plus iTunes Search API for rival app health, add StatCounter once a quarter to reset device-support priorities, and run GitHub timestamp checks whenever a plugin enters your critical path. Use appGoblin and the Kaggle snapshot annually for category-scale benchmarks rather than weekly dashboards - both are snapshots, not streams.
The panel holds up statistically: 6 of these 10 score 8 or higher on quality - 60%, below the 62.8% catalog-wide share - and 7 of 10.6% daily-update share across all 1,744 datasets. Related slices sit on our all e-commerce-operators resources page, and the full industry inventory is on the application-software data hub.
Straight answers
Is there price monitoring data for ecommerce inside this application software pack?
Not directly - no source here tracks SKU-level retail prices. Pair them with a retail-price vendor outside this slice.
Where can I find ecommerce market share data by app?
Install brackets are the proxy. appGoblin's table covers 1.70M Google Play and 1.50M Apple listings with installs and monetization flags, the Kaggle June 2021 snapshot records exact install min/max for 2.3M Play apps, and StatCounter's mobile-vs-desktop shares frame the device mix behind those numbers.
Where can I get product data feeds for my store from these sources?
These sources carry software products, not merchandise catalogs. The closest feed-grade access is the iTunes Search API's JSON (up to 200 results per call), appGoblin's 94.2 MB TSV.xz plus Parquet download, and GitHub's repository JSON. For merchandisable product feeds you need a marketplace feed outside this pack.
Can I use this data to pick e-commerce software vendors?
Yes - that is its core use. Capterra's 86,267 product profiles expose feature sub-scores, starting prices and review counts, G2's 2,239 category pages map the vendor landscape across 43 groups, and GitHub shows whether each candidate's integrations are actively maintained before you sign a contract.
Rows before rollout
Sample rows from any shelf entry — the field dictionary and coverage notes ride along. If the shelf misses what you need, say so; sourcing requests are half our job.
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