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Google Play review API: best providers in 2026

By , founder of Datacircle. Last updated:

Scrappa, DataForSEO and Crawlora are the best Google Play review API providers in the Datacircle benchmark. We benchmarked 4 providers and rank all 4 by score. For the three we score highest, we show each one's top scoring plan and each part of the plan's score. We rank 67 plans by price. OpenWeb Ninja's $150 monthly plan costs the least per 1,000 reviews: $0.000075. OpenWeb Ninja charges for each page of results. We count 4,000 reviews on each page to get the $0.000075 price.

Google Play review API alternatives, ranked by score

RankProvider and planOverall scoreAccuracy score$ per 1,000 reviews
1Scrappa, $100 pack81.971$0.0027
2DataForSEO, top-up from $50, Pay as you go60.581$0.005
3Crawlora, $9 monthly52.194
4Zembra, top-up from $1242.065$1.00
We rank 4 Google Play review API providers by Overall score, out of 100. Scrappa is first at 81.9, then DataForSEO at 60.5 and Crawlora at 52.1.

We haven't benchmarked 26 other Google Play review API providers yet:

We don't rank 1 other Google Play review API provider yet. We list their plans:

  1. #1 Scrappa: Google Play review API

    Scrappa, $100 pack

    It returns 7 of the 9 key fields we check: Rating, Text, Date, Reviewer, Helpful votes, Overall rating, Review count.

    Overall score
    81.9
    $ per 1,000
    $0.0027
    Price score
    85
    • $ per 1,000 apps the provider can't find: $0
    • Plans of this API we rank by price: 67
    • Plans cheaper per 1,000 reviews than this plan: 10
    Accuracy score
    71
    Cost to get started score
    77
    • How you pay: a pack you pay first
    • Least to pay before your first result: $100
    Bundle score
    100
    • Also pays for, from the same budget: 2,423 other calls
    Performance score
    100
    • This call's median time on 4 November 2026, minus the baseline: 0.716 s
    • Scrappa, the fastest benchmarked provider: 0.716 s
    • On 4 November 2026, we sent this provider all 20 apps in our benchmark.
    • This plan scored 0.7103 out of 1 on those 20 apps. That gives this plan an Accuracy score of 71 out of 100.
    Is Scrappa yours? Put this Best Overall badge on your site.Scrappa: ranked #1 Google Play review API provider by Datacircle

    The badge links to this page. The badge always shows your current rank on this page.

  2. #2 DataForSEO: Google Play review API

    DataForSEO, top-up from $50, Pay as you go

    It returns all 9 key fields we check: Rating, Text, Date, Reviewer, App version, Helpful votes, Reply, Overall rating, Review count.

    Overall score
    60.5
    $ per 1,000
    $0.005
    Price score
    37
    • $ per 1,000 apps the provider can't find: the provider's pages don't say
    • Plans of this API we rank by price: 67
    • Plans cheaper per 1,000 reviews than this plan: 17
    Accuracy score
    81
    Cost to get started score
    82
    • How you pay: a top-up you pay first
    • Least to pay before your first result: $50
    Bundle score
    93
    • Also pays for, from the same budget: SERP API · AI Optimization API · Backlinks API · Content Analysis API · DataForSEO Labs API and 8 more
    Performance score
    18
    • This call's median time on 30 October 2026, minus the baseline: 4.085 s
    • Scrappa, the fastest benchmarked provider: 0.716 s
    • On 30 October 2026, we sent this provider all 20 apps in our benchmark.
    • This plan scored 0.8104 out of 1 on those 20 apps. That gives this plan an Accuracy score of 81 out of 100.

  3. #3 Crawlora: Google Play review API

    Crawlora, $9 monthly

    It returns 7 of the 9 key fields we check: Rating, Text, Date, Reviewer, App version, Helpful votes, Reply.

    Overall score
    52.1
    Price score
    0
    • $ per 1,000 reviews: none. The provider's pages give this plan's price, but not how many reviews it pays for.
    • $ per 1,000 apps the provider can't find: $0
    Accuracy score
    94
    Cost to get started score
    90
    • How you pay: monthly
    • Least to pay before your first result: $9
    Bundle score
    100
    • Also pays for, from the same budget: 4,132 other calls
    Performance score
    9
    • This call's median time on 4 and 5 November 2026, minus the baseline: 7.888 s
    • Scrappa, the fastest benchmarked provider: 0.716 s
    • On 4 and 5 November 2026, we sent this provider all 20 apps in our benchmark.
    • This plan scored 0.9361 out of 1 on those 20 apps. That gives this plan an Accuracy score of 94 out of 100.

How we tested

Between 30 October and 5 November 2026, we sent 4 providers the same list of 20 apps, or fewer. Each plan's Overall score adds five parts at their weights, scaled to 100. Price and Accuracy weigh 40 each, and Cost to get started, Bundle and Performance weigh 10 each. We score all 4 providers and rank them by their top plan's Overall score.

Questions about Google Play review APIs

What is a Google Play review API?

A Google Play review API takes an app's package name. The API returns the app's reviews. Our price sheet lists 255 Google Play review API plans from 32 providers.

What is the best Google Play review API?

Scrappa is the best Google Play review API in the Datacircle benchmark. Scrappa's $100 pack has an Overall score of 81.9 out of 100. DataForSEO is second at 60.5 and Crawlora third at 52.1.

What is the cheapest Google Play review API?

OpenWeb Ninja's $150 monthly plan is the cheapest Google Play review API per 1,000 reviews: $0.000075. OpenWeb Ninja charges for each page of results. We count 4,000 reviews on each page to get the $0.000075 price. We rank 67 Google Play review API plans by price. Half of them cost $0.022 per 1,000 reviews or less.

Is there a free Google Play review API?

Yes: 26 Google Play review API plans on our price sheet are free.

Which is better, Scrappa or DataForSEO?

Scrappa scores higher overall, at 81.9 against DataForSEO's 60.5 in our benchmark. DataForSEO scores higher on Accuracy, at 81 against Scrappa's 71.

How did you test Google Play review APIs?

Between 30 October and 5 November 2026, we sent 4 providers the same list of 20 apps, or fewer.

How we tested each provider, and what each one costs

Scrappa, #1 of 4

We tested Scrappa on 4 November 2026 with all 20 apps in our test. Scrappa scored 71 out of 100 for accuracy. Best for: the lowest price per 1,000 reviews.

Price on the cheapest plan for each number of reviews:

  • 1,000 reviews: $0.01 a month with Scrappa's x402 plan
  • 10,000 reviews: $0.10 a month with Scrappa's x402 plan
  • 100,000 reviews: $1 a month with Scrappa's x402 plan
  • 1,000,000 reviews: $10 a month with Scrappa's x402 plan

DataForSEO, #2 of 4

We tested DataForSEO on 30 October 2026 with all 20 apps in our test. DataForSEO scored 81 out of 100 for accuracy. DataForSEO's best rank is #2 of 3, for price.

Price on the cheapest plan for each number of reviews:

  • 1,000 reviews: $50 a month with DataForSEO's Pay as you go top-up
  • 10,000 reviews: $50 a month with DataForSEO's Pay as you go top-up
  • 100,000 reviews: $50 a month with DataForSEO's Pay as you go top-up
  • 1,000,000 reviews: $50 a month with DataForSEO's Pay as you go top-up

Crawlora, #3 of 4

We tested Crawlora on 4 and 5 November 2026 with all 20 apps in our test. Crawlora scored 94 out of 100 for accuracy. Best for: the most accurate answers of the 4.

Price on the cheapest plan for each number of reviews:

  • 1,000 reviews: no plan listed
  • 10,000 reviews: no plan listed
  • 100,000 reviews: no plan listed
  • 1,000,000 reviews: no plan listed

Zembra, #4 of 4

We tested Zembra on 30 October 2026 with 12 of the 20 apps in our test. Zembra scored 65 out of 100 for accuracy. Best for: the lowest cost to get your first result.

Price on the cheapest plan for each number of reviews:

  • 1,000 reviews: $1.20 a month with Zembra's First 10,000 credits top-up
  • 10,000 reviews: $12 a month with Zembra's First 10,000 credits top-up
  • 100,000 reviews: $80 a month with Zembra's Next 700,000 credits top-up
  • 1,000,000 reviews: $612 a month with Zembra's Next 1,250,000 credits top-up

The Accuracy score on Google Play review APIs

This score, out of 100, shows how complete the first 10 reviews of a call's newest-first page are. For each app, we count the reviews the call returned, out of 10. We also check which fields those reviews fill in. We compare those fields with every field any provider's answer held for the same app. We average the app scores to get the call's score. If the call returned no review for an app, that app counts as 0. We called some providers on fewer apps. We compare each of these providers with the other providers on the same apps. A provider we called only on easy apps can't score higher that way. We lower the score when we test the call on fewer apps than the benchmark has.

Is Crawlora yours? Put this Most Accurate badge on your site.Crawlora: ranked #1 by Accuracy score among Google Play review API providers on Datacircle

The badge links to this page. The badge always shows your current rank on this page.

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