DataForSEO Brain

Queue Priority & Cost Model

4 min read

Queue Priority & Cost Model

How DataForSEO bills: pay-as-you-go with a $50 minimum, per-task pricing, and two Standard priorities (Normal=1, High=2) plus Live that trade latency for cost. Sits under DataForSEO Brain → Concepts.

Overview

DataForSEO is pay-as-you-go: you deposit funds ($50 minimum) and are billed per task you set, not per seat. The single biggest cost lever is execution mode. Standard Normal (priority 1) is cheapest and slowest; Standard High (priority 2) is ~2x for ~1 minute turnaround; Live is ~3.3x of Standard Normal for ~6 second turnaround. This is a hub note linked from nearly every module note because cost is module-specific but the model is universal.

What it covers

  • Pricing model: pay-as-you-go, 1 free credit usable for an unlimited period; “Your account will be billed only for setting a task.”
  • Priority levels (Standard only): Normal 1 = lower cost, slower; High 2 = faster, higher cost.
  • Per-result vs per-request billing: many endpoints bill per block of results (e.g. Google Shopping products billed “for every 40 results”; reviews/sellers “every 10 items”; App Store reviews per 50, Play reviews per 150).
  • The cost field on the envelope and per-task cost for spend attribution.
  • Depth tuning: base price covers the first 10 results; raising depth “doubles the price for every extra 100 results” (directional, verify on invoice).

Key parameters / inputs

  • priority: 1 or 2 (Standard).
  • depth: number of results requested; drives cost above the base 10.
  • include_clickstream_data: true on Labs multiplies request cost by 2.
  • Choice of /live vs task-based path selects the mode premium.

Response / what you get back

  • Reference per Google SERP (10 results): Standard Normal 600/1M), Standard High 1,200/1M), Live 2,000/1M). Catalog range overall “100 / purchase.”
  • Live-observed costs (2026-06-26, _cost-log.json): Labs keyword endpoints ~0.0101; SERP Live advanced 0.075; clickstream DFS search volume 0.101; OnPage instant_pages 0.0103.
  • Example scaled SERP price for 100 results: Standard Normal 0.0093, Live $0.0155.

Cost & method notes

Pre-indexed DataForSEO Labs and Databases are far cheaper than live SERP because they query stored data, not live crawls (basic Labs ≈ 0.0001/item). Refreshed Databases are 50% of standard price. Bulk endpoints (Bulk Keyword Difficulty, Bulk Traffic Estimation) return up to 1,000 results per single billed task. Batching 100 tasks per task_post cuts HTTP overhead (still one billed task each). Pair this with cap-task-vs-live-execution and cap-databases.

When to use / how it fits

This model is the basis of every spend decision: dec-cost-control-strategy, dec-live-vs-standard-vs-priority, dec-labs-vs-live-apis, and the money-saving flow play-cost-optimized-pipeline. Monitor actual spend via cap-account-usage-userdata.

Gotchas / limits

  • Accidental Live usage costs ~3.3x the Standard batch rate - a common cost footgun.

  • Insufficient balance → status 40200/40210; daily cost limit exceeded → 40203. See cap-status-error-codes.

  • The “doubles per extra 100 results” depth multiplier wording was only partially exposed; treat as directional.

  • Some endpoints have flat-plus-per-item pricing (e.g. Business Listings Live: 0.0003/item, capped 1000 items/request). See cap-business-data-api.

  • New accounts get a $1 free credit valid for an unlimited period to test real endpoints. See cap-sandbox-testing.

  • “Your account will be billed only for setting a task”; Standard results are re-collectable free for 30 days. See cap-account-usage-userdata.

  • Turnaround estimates: Standard Normal ~5 min, Standard High ~1 min, Live ~6 sec (some endpoints ~2 sec real-time).

  • Merchant Amazon ASIN pricing: Standard 0.003, Live $0.005. See cap-merchant-api.

  • App Data reviews bill per block (Google Play per 150 reviews, Apple App Store per 50 reviews). See cap-app-data-api.

  • Business Listings Live bills 0.0003/item, capped at 1000 items/request. See cap-business-data-api.

  • Databases cost depends on dataset size and location; refreshed datasets are 50% of standard price. See cap-databases.

  • Monitor money.balance and money.limits to avoid 40200, 40203, and 40210. See cap-status-error-codes.

  • Setting include_clickstream_data: true on Labs doubles request cost. See cap-trends-and-clickstream.

  • The cheapest scalable path is Standard High plus webhooks. See cap-webhooks-pingback-postback.

Sources

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