Datacircle

Best Walmart search API in 2026

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Decodo, PrismCrawl and AnyAPI are the best Walmart search API providers in our benchmark. We benchmarked 6 providers and rank all 6 by score. For the three we score highest, we show each one's top scoring plan, each part of the plan's score and what 1,000 searches cost. We rank 121 plans by price. Litescrape's top-up from $10 costs the least per 1,000 searches: $0.15.

Every Walmart search API provider we score, ranked

  1. Decodo, $49 monthly: Overall score 63.6, Accuracy score 74, $0.75 per 1,000 searches
  2. PrismCrawl, $10 pack: Overall score 62.8, Accuracy score 68, $0.27 per 1,000 searches
  3. AnyAPI, top-up from $10: Overall score 62.6, Accuracy score 66, $0.90 per 1,000 searches
  4. ScrapeUnblocker, pay as you go: Overall score 58.7, Accuracy score 60, $1.125 per 1,000 searches
  5. QuanticData, top-up from $5: Overall score 50.3, Accuracy score 73, $200.00 per 1,000 searches
  6. Unwrangle, $499 monthly: Overall score 45.5, Accuracy score 56, $1.663 per 1,000 searches

We haven't benchmarked 25 other Walmart search API providers yet:

  1. #1 Decodo: Walmart search API

    Decodo, $49 monthly

    It returns all 8 key fields we check: Price, List price, Sponsored, Availability, Seller, Delivery, Rating, Rating count.

    Overall score
    63.6
    $ per 1,000
    $0.75
    Price score
    37
    • $ per 1,000 searches that find nothing: the provider's pages don't say
    • Plans of this API we rank by price: 121
    • Plans cheaper per 1,000 searches than this plan: 31
    Accuracy score
    74
    Cost to get started score
    78
    • How you pay: monthly
    • Least to pay before your first result: $49
    Bundle score
    99
    • Also pays for, from the same budget: 100 other calls
    Performance score
    77
    • This call's median time on 3 November 2026, minus the baseline: 5.24 s
    • AnyAPI, the fastest benchmarked provider: 4.053 s
    • On 3 November 2026, we sent this provider all 20 searches in our benchmark.
    • This plan scored 0.7388 out of 1 on those 20 searches. That gives this plan an Accuracy score of 74 out of 100.
    Is Decodo yours? Put this #1 badge on your site.Decodo: ranked #1 Walmart search API provider by Datacircle

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  2. #2 PrismCrawl: Walmart search API

    PrismCrawl, $10 pack

    It returns 6 of the 8 key fields we check: Price, Sponsored, Availability, Seller, Rating, Rating count.

    Overall score
    62.8
    $ per 1,000
    $0.27
    Price score
    46
    • $ per 1,000 searches that find nothing: $0.27
    • Plans of this API we rank by price: 121
    • Plans cheaper per 1,000 searches than this plan: 9
    Accuracy score
    68
    Cost to get started score
    93
    • How you pay: a pack you pay first
    • Least to pay before your first result: $10
    Bundle score
    99
    • Also pays for, from the same budget: 125 other calls
    Performance score
    40
    • This call's median time on 3 November 2026, minus the baseline: 10.196 s
    • AnyAPI, the fastest benchmarked provider: 4.053 s
    • On 3 November 2026, we sent this provider all 20 searches in our benchmark.
    • This plan scored 0.683 out of 1 on those 20 searches. That gives this plan an Accuracy score of 68 out of 100.

  3. #3 AnyAPI: Walmart search API

    AnyAPI, top-up from $10

    It returns 7 of the 8 key fields we check: Price, List price, Sponsored, Availability, Seller, Rating, Rating count.

    Overall score
    62.6
    $ per 1,000
    $0.90
    Price score
    33
    • $ per 1,000 searches that find nothing: the provider's pages don't say
    • Plans of this API we rank by price: 121
    • Plans cheaper per 1,000 searches than this plan: 41
    Accuracy score
    66
    Cost to get started score
    93
    • How you pay: a top-up you pay first
    • Least to pay before your first result: $10
    Bundle score
    100
    • Also pays for, from the same budget: 469 other calls
    Performance score
    100
    • This call's median time on 3 November 2026, minus the baseline: 4.053 s
    • AnyAPI, the fastest benchmarked provider: 4.053 s
    • On 3 November 2026, we sent this provider all 20 searches in our benchmark.
    • This plan scored 0.6581 out of 1 on those 20 searches. That gives this plan an Accuracy score of 66 out of 100.

How we tested

On 30 October and 3 November 2026, we sent 6 providers the same list of 20 searches, 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 6 providers and rank them by their top plan's Overall score.

The Accuracy score on Walmart search APIs

This score, out of 100, shows how much of a search's results page a provider's call returns. We send each provider the words of a search, as a buyer types them on walmart.com. We have no copy of the Walmart page to check an answer against, so we compare the providers' answers. We score 20 parts. 5 are on the results page and 15 are on each product. We score a part on a search only when at least one provider's answer held that part. We give a page part 1 point when the answer has that part. We give 0 when the answer lacks that part. We keep the first 40 products that are not ads, with each item ID once. A Walmart results page holds 40 products, so Organic products score the number we kept, out of 40. A product detail, such as the price, scores the share of the kept products that have the detail. We don't count a price, list price, rating or ratings count when two other live providers agree on another value for the same product. We compare a call only with the live providers that read the search within 30 minutes of that call. We average the scores of the parts on each search. Then, for each provider, we average the scores of the searches we sent that provider. Every search has the same weight. A search scores 0 when the call found only ads or no products at all. We compare a provider that ran on fewer searches with the other providers on those same searches. A provider can't score higher by running only on easy searches. We lower the score when we test the call on fewer searches than the benchmark has.

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