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Listings for product development

24 listings tagged by providers for this use case

  1. Meridian PlacesVerified provider🇬🇧

    Global points of interest database

    120 million places in 220 countries with categories, coordinates, brands, opening hours and a daily-verified open/closed status.

    Points of interest (POI) Free sample4.1(2)Demo listing
    Coverage
    Global
    History
    Since 2019
    Refresh
    Daily
    Delivery
    Amazon S3 +3
    from $0.50 per 1,000 places
    Published 2026-11-03
    Listed 8 days ago
  2. Bazaarlens Commerce DataVerified provider🇮🇳

    Product reviews and ratings with aspect-level sentiment (India)

    Public product reviews from Indian online stores with star ratings, language detection and aspect-level sentiment; reviewer names and profiles are removed at collection.

    Reviews and ratings data Free sample4.2(3)Demo listing
    Coverage
    1 country
    History
    Since 2019
    Refresh
    Weekly
    Delivery
    Amazon S3 +2
    from $15,000 / year
    5% off via DataStoa
    Published 2026-10-04
    Listed 1 month ago
  3. Alpenglow Weather SystemsVerified provider🇨🇭

    European hourly air quality: PM2.5, NO2, O3 and AQI

    Hourly pollutant concentrations and air quality indices on a 1 km European grid plus 3,000 station series, with four-day forecasts and history from 2015.

    Air quality data Free sample4.4(3)Demo listing
    Coverage
    Europe
    History
    Since 2015
    Refresh
    Hourly
    Delivery
    REST API +2
    from €290 / month
    Published 2026-09-14
    Listed 2 months ago
  4. Listed 3 months ago
  5. Vistula Web Data🇵🇱

    Custom web data extraction from public websites

    Managed crawlers that collect the public web data you specify, such as prices, listings or catalogues, delivered on schedule with monitoring, fixes and provenance per record.

    Web-scraped datasetsData service Free sample4.0(2)Demo listing
    Coverage
    Global
    History
    Since 2018
    Refresh
    On request
    Delivery
    Amazon S3 +5
    from €450 / month
    Published 2026-09-10
    Listed 2 months ago
  6. Kopje Research & Public Data🇿🇦

    Custom survey fieldwork in Africa: online, mobile and phone interviews

    Questionnaire design, translation, scripting and fieldwork in 14 African countries by online panel, mobile web and phone interviews, delivered as weighted data and tables.

    Survey and panel dataData serviceDemo listing
    Coverage
    14 countries
    History
    Since 2012
    Refresh
    On request
    Delivery
    Email / file download +2
    from $6,000 from: 1,000 online completes in one country, 10-minute survey
    Published 2026-09-27
    Listed 2 months ago
  7. Altimètre Earth ObservationVerified provider🇫🇷

    50 cm optical satellite imagery archive (global)

    Very-high-resolution 50 cm optical archive covering 410 million km² since 2015, orthorectified and pan-sharpened, with cloud masks and per-scene metadata, priced per km².

    Satellite and aerial imagery Free sample4.3(2)Demo listing
    Coverage
    Global
    History
    Since 2015
    Refresh
    Daily
    Delivery
    Amazon S3 +3
    from €14.00 per km² of archive imagery, 25 km² minimum
    Published 2026-10-13
    Listed 29 days ago
  8. Tarifa Norte🇲🇽

    Tariff schedules and duty rates: USMCA and Latin America

    Machine-readable tariff schedules for 14 countries with MFN and preferential duty rates, USMCA and other trade agreement rates, legal sources, effective dates and HS concordances.

    Tariff and HS code data Free sampleDemo listing
    Coverage
    14 countries
    History
    Since 2012
    Refresh
    Daily
    Delivery
    REST API +2
    from $390 / month
    Published 2026-09-22
    Listed 2 months ago
  9. Tavnit Vision Data🇮🇱

    Retail shelf and product images with bounding-box labels

    1.4 million grocery and pharmacy shelf photos from Israel and Europe, labelled with SKU-level bounding boxes, price tags and out-of-stock gaps for shelf analytics models.

    Image datasets Free sampleDemo listing
    Coverage
    5 countries
    History
    Since 2020
    Refresh
    Monthly
    Delivery
    Amazon S3 +2
    from $0.40 per labelled image
    Published 2026-09-04
    Listed 2 months ago
  10. Tsubame Mobility Data🇯🇵

    Road segment speeds and congestion for Japanese cities

    5-minute average speeds and congestion levels on 1.9 million road links in 21 Japanese metro areas, aggregated from commercial fleet probes, with history since 2019.

    Traffic data Free sampleDemo listing
    Coverage
    1 country
    History
    Since 2019
    Refresh
    Real time
    Delivery
    REST API +2
    from $2,500 / month
    Published 2026-08-25
    Listed 3 months ago

About product development

Product development teams use external data to build features that would be slow or impossible to build from scratch, from maps and company lookups to weather alerts. Here the data becomes part of what you sell, which changes what you need from the licence.

Points of interest data powers location search, store finders and mapping features with names, categories, coordinates and opening hours. Company registry data supports onboarding, supplier lookups and business verification with official registration details. Weather data adds forecasts, alerts and historical conditions to products in logistics, agriculture, insurance and consumer apps.

A typical workflow

  1. Prototype with a sample or trial to prove the feature.
  2. Check latency, uptime and coverage at production scale.
  3. Agree licence terms that cover display to your end users.
  4. Monitor data quality as part of product quality.

What to check before you buy

Confirm that the licence allows use in commercial products, display to end users and caching, and how pricing scales as your user base grows. Ask about API service levels, notice periods for schema changes and attribution requirements that will appear in your interface.

Last reviewed on 11 Nov 2026

Data for product development: questions

Need data for product development?

Describe the result you are after and the data you think you need. Providers reply with proposals and samples.