SERP Scraping · Reviewed 26 Oct 2026

DataForSEO SERP API

Pay-as-you-go SERP data API for SEO and marketing tools.

free tier · dataforseo.com ↗

Paid against free › SERP Scraping › DataForSEO SERP API

DataForSEO SERP API at a glance

Overview

01

Summary

The useful answer before the supporting detail.

Scout search index SERP API delivers real-time search engine results data from Google, Bing, YouTube, and other engines for SEO and marketing initiatives S1 S56. It is used by developers and SEO platforms to integrate search data into their tools, solving the problem of building and maintaining scrapers S1. The API offers pay-as-you-go pricing with no subscriptions, a free trial credit, and a sandbox for testing S56.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Scout search index SERP API, a search engine results data API from Scout search index S1.
  • Core purpose: Provides real-time SEO and marketing data to power clients' tools S1.
  • Intended users: Developers and SEO platforms needing reliable search data S1.
  • Product scope: A single API within a broader family of 10+ data APIs S1.
  • Positioning: Positioned as a trusted, affordable data provider for SEO and marketing S1.
  • Claimed distinction: Claims 99.95% uptime guarantee and ISO certification S1.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
SEO agenciesIntegrate SERP data into client reporting and rank tracking S1.
SEO software developersBuild tools that require search engine results data S1.
Marketing teamsMonitor brand visibility and competitor presence in search results S1.
E-commerce platformsTrack product rankings and prices across search results S106.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
SERP data retrievalReturns search engine results from Google, Bing, YouTube, and other engines S56.
Standard, Priority, Live queuesOffers three processing modes with different speeds and pricing S56.
AI SummaryProvides AI-generated summaries of SERP results S1.
API ExplorerAllows testing API requests with sample responses S50.
Cost management toolsDashboard to monitor usage, set spending limits, and auto top-ups S56.
No-code integrationsConnect to tools like Google Sheets, n8n, and Zapier without code S106.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Google Sheets ConnectorIntegrationPull SERP data directly into spreadsheets S1.
n8nIntegrationAutomate workflows with SERP data S106.
ZapierIntegrationConnect SERP API to thousands of apps S106.
PostmanIntegrationTest API endpoints and view responses S106.
MCPAI interfaceUse SERP API within AI tools via Model Context Protocol S56.
LangChain WrapperSDKIntegrate SERP data into LangChain applications S1.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Standard queue$0.0006 per SERP, pay as you go S56About 5 minutes per task S56POST then GET S56
Priority queue$0.0012 per SERP, pay as you go S56About 1 minute per task S56POST then GET S56
Live$0.002 per SERP, pay as you go S56Up to about 6 seconds S56Single POST request S56
Free trial$1 credit on sign-up, no time limit S56Test paid API functionality S56Not established
SandboxFree S56Sample responses for testing S56Not established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
trustpilot.com223dataforseo, data for seo
reddit.com223dataforseo, data for seo
chat.dataforseo.com111dataforseo
linkedin.com113dataforseo
github.com113data for seo
youtube.com115data for seo
sitepoint.com116data for seo
workspace.google.com117dataforseo
facebook.com119dataforseo

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

Website intelligence — Scout synthesis

First-party claims:

  • The Solutions page lists logos of companies that appear to be customers or partners, including Samsung, Vodafone, Amazon, Airbnb, Neil Patel Digital, iProspect, Adobe, CNET, HubSpot, Siemens Healthineers, adidas, and Oracle W151W152W153W154W155W156W157W158W159W160W161W162.
  • The page states "DataForSEO has a solution for all your data needs" W149.

Scout inference:

  • The presence of these well-known brands suggests a strong market position, but the catalog does not provide direct comparisons with competitors.
14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 1.8%
MonthSource
—All AI assistants
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
featuresYour API for data-powered LLM Brand Monitoring >>https://dataforseo.com/serp-features
featuresYour API for data-powered LLM Brand Monitoring >>https://dataforseo.com/solutions
featuresHigh-quality data solutions for every AI needhttps://dataforseo.com/solutions
featuresLearn morehttps://dataforseo.com/solutions
featuresYour API for data-powered LLM Brand Monitoring >>https://dataforseo.com/solutions/api-driven-backlinksapp
featuresYour API for data-powered LLM Brand Monitoring >>https://dataforseo.com/solutions/api-driven-reputation-management
featuresYour API for data-powered LLM Brand Monitoring >>https://dataforseo.com/solutions/data-for-ai-training
featuresCollect Data for AI Training Hassle-Freehttps://dataforseo.com/solutions/data-for-ai-training
featuresOur custom data collection services are designed to be the ultimate solution for all your AI initiatives. Whether you’re developing a new algorithm, refining an existing machine-learning model, or looking to expand your training dataset, we can deliver high-quality data at the scale your project requires to succeed.https://dataforseo.com/solutions/data-for-ai-training
featuresOur affordable rates democratize access to data-driven insights for organizations of all sizes. By partnering with us, you gain access to a robust data collection infrastructure that will streamline your training and ongoing enhancement of AI & LLM models.https://dataforseo.com/solutions/data-for-ai-training
featuresOur robust infrastructure and high-performance servers ensure you receive real-world data whenever you need it, and at any scale required for your AI project.https://dataforseo.com/solutions/data-for-ai-training
featuresYour API for data-powered LLM Brand Monitoring >>https://dataforseo.com/solutions/digital-marketing-apis
featuresYour API for data-powered LLM Brand Monitoring >>https://dataforseo.com/serp-features
featuresYour API for data-powered LLM Brand Monitoring >>https://dataforseo.com/solutions
featuresYour API for data-powered LLM Brand Monitoring >>https://dataforseo.com/solutions/api-driven-backlinksapp
featuresYour API for data-powered LLM Brand Monitoring >>https://dataforseo.com/solutions/api-driven-reputation-management
pricingSearch engine results from Google, Bing, YouTube and other engines. Google Organic Google Maps Google AI Mode And more From $0.0006 / SERP View pricing →](https://dataforseo.com/pricing/serp)https://dataforseo.com/pricing
pricingLLM visibility, keyword demand, responses, and generative-engine data. LLM Responses LLM Scraper AI Keyword Data And more Multiple billing models View pricing →](https://dataforseo.com/pricing/ai-optimization)https://dataforseo.com/pricing
pricingYes. You can sign up for free and use your $1 trial credit available to new accounts for trying our APIs in the Playground section of your DataForSEO Dashboard, via MCP in your preferred AI tool, or through our ready-made templates and integrations with platforms like n8n, Postman, Google Sheets. You can also test API integration for free using the DataForSEO Sandbox. The Sandbox provides sample responses for testing, while trial credit lets you test paid API functionality.https://dataforseo.com/pricing
pricingAI Optimization API Pricinghttps://dataforseo.com/pricing/ai-optimization

These are first-party product claims, not independent measurements of AI-search visibility.

Website intelligence — Scout synthesis

First-party claims:

  • The homepage promotes an "AI Optimization API" and specifically an "LLM Mentions API" for data-powered LLM Brand Monitoring W1.
  • The AI Optimization API pricing page lists:
  • LLM Responses API: structured responses from ChatGPT, Claude, Gemini, and Perplexity, starting at $0.0002 per task + LLM cost W56.
  • LLM Scraper API: scraped AI chatbot answers with sources and citations, starting at $0.0012 per result page W57.
  • AI Keyword Search Volume API: search volume of keywords in AI tools and chatbots, starting at $0.01 per task + $0.0001 per row W59.
  • LLM Mentions API: brand and keyword mentions across LLM answers, starting at $0.1 per task + $0.001 per row W60.
  • The LLM Mentions API page states it is powered by a database of more than 280M real prompts and answers from ChatGPT and Google AI Overviews W86.
  • The LLM Mentions API database is updated continuously, with a full data update cycle of 60 days W90.

Scout inference:

  • The catalog does not provide specific AI visibility data for dataforseo.com itself, so no AI visibility analysis can be performed.
15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gap2 first-page appearances across dataforseo, data for seo

Website intelligence — Collected evidence

Website evidence gaps

  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Website intelligence — Scout synthesis

First-party claims:

  • The homepage offers a free trial ("Try for free") and a link to pricing W3W5.
  • The pricing page offers a "Get a Pricing quote" for high volume or custom data workflows W47.
  • The Solutions page lists various use cases, including digital marketing APIs, marketing tech APIs, and data for AI training W165W167W220.
  • The API-driven Backlinks App page and API-Driven Reputation Management page provide guides for building specific tools, indicating potential partnership or integration opportunities W172W196.
  • The Data for AI Training page highlights custom data collection services, which could be a significant opportunity for AI-focused companies W224.

Scout inference:

  • The catalog suggests DataForSEO targets developers and SaaS companies building SEO and marketing tools, as well as enterprises needing custom data for AI training.

Trust and proof

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
TrustpilotScout search index Reviews / Read Customer Service Reviews of dataforseo.comGrounded web search## All reviews (66) 51 reviews in the last 12 months 5-star 88% 4-star 1% 3-star 0% 2-star 3% 1-star 8% ... this is way beyond. Similarly for SEO queries site:example.com you are way costlier than
NextGrowth.aiScout search index Review 2026: Honest Verdict After 12 WeeksGrounded web searchScout search index earns consistent praise across G2, Trustpilot, and Reddit, with data accuracy and support speed as the most cited strengths. Scout search index reviews across G2, Trustpilot, and Reddit consistently point to the same strengths: responsive support, accurate data, and genuine cost savings. The most common criticism is the learning curve for developers new to API-first tools. ... ### What the r/SEO Community Says (The Honest Version) ... The r/SEO community discussion names specific failure mode
ToolRadarScout search index Reviews, Pricing & Alternatives (2026) - 4.2/5Grounded web search## Ratings Across the Web 4.2(13 reviews) Scout search index holds an aggregate rating of 4.2 out of 5 from 13 reviews across G2, last checked September 17, 2026. G2 13 reviews 4.2/5 Ratings aggregated from independent review platforms. Learn more
G2Compare Ahrefs and Scout search index Social Share OptionsGrounded web searchScout search index(10)4.1 out of 5DataForSEO ... 8.6. Users appreciate Scout search index's ability to provide detailed insights into ... In contrast, Scout search index scores slightly higher at 9.4, with users highlighting its robust features for tracking competitors'
G2Compare Scout search index and Seobility Social Share OptionsGrounded web searchCompared to all other solutions we tested, Scout search index offers a superior quality of data and has the most helpful support team. Their APIs are well-documented, which turned out very helpful during integration.

Customer proof

Proof typeNamed customer or sourceEvidence
Case studyPathfinder SEOcustomer case study — young company managed to build one of the most easy-to-use – yet extraordinarily balanced – SEO platforms available in the market ... (How Scout search index Helps Pathfinder SEO Guide its Customers, One Simple Task at a Time – Scout search index)

Independent mentions

  • Communicated : Forensic case study - ixtechbiz — This advisory serves as a formal public warning to the global SEO community, SaaS developers, and API integrators regarding the unethical operational standards and legal negligence of Scout search index. Following a forensic investigation conducted by iXb Corporation—a globally ranked #1 digital asset in advanced Computer Science—we have documented irrefutable evidence of aggressive data harvesting, infrastructure abuse, and defamatory corporate conduct by Scout search index representatives. This case study out
  • Powerful API Stack For Data-Driven SEO Tools – Scout search index — to try something new. Why reinvent the wheel?" "We found Scout search index online while we were planning for the beta version of our software. We were impressed by how responsive the team Scout search index was and by the comprehensive nature of the APIs available."

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipThe year 2020 was marked by the introduction of Scout search index API and several more products. By the end of the year, Scout search index served over 750 customers. Throughout 2020 to 2021, our team crafted and released the betasource
Contact and support"phone": "020 7404 3555",source
Legal and privacySearch for hotels with a free cancellationsource
Security and complianceNot published on the collected pages.—
Uptime and status pageIn 2022, Russia initiated a full-scale invasion of Ukraine. The majority of our team members relocated to the Western part of Ukraine, and later to Kyiv. Despite all challenges, Scout search index persisted, enhancing our featursource
Domain registered2016-10-24—
Domain expires2035-10-24—

Not found on the collected pages: security and compliance. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
About us – Scout search indexProduct updateProduct update is publicly available. (source)Not dated

Not found in the collected public sources: public roadmap, changelog or release notes, status page, separate help center or knowledge base.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Cloud-based API service S1.S1
Platforms and appsWeb-based API accessible via REST S1.S1
API and extensibility (API, SDK, webhooks, MCP, plugins)Provides API, MCP, and integrations like Google Sheets S56 S1.S56 S1
Data ownership and exportNot published on the collected pages.—
Performance and reliability claimsClaims 99.95% uptime guarantee S1.S1
Release activityReleased API v3 in 2019, LangChain wrapper in 2023 S1.S1
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2016-10-24 — NameCheap, Inc.
Domain expires2035-10-24
First archived2017-03-07 — web archive
TLS certificateGoogle Trust Services, valid, expires 2026-12-17
Security headersHSTS, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Headers not servedCSP
Server headercloudflare
Mail handled bysmtp.google.com
Nameserversderek.ns.cloudflare.com, adrian.ns.cloudflare.com

Not measurable: rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.

21

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 97/100
  • Critical issues: 0
  • Warnings: 4
  • Notices: 15

Issues

SeverityIssueValueAffected URL
noticeImages are missing alt text1https://dataforseo.com/
warningMissing meta description—https://dataforseo.com/apis/ai-optimization-api/llm-mentions-api
noticeImages are missing alt text1https://dataforseo.com/apis/ai-optimization-api/llm-mentions-api
noticeImages are missing alt text1https://dataforseo.com/free-seo-stats
noticeImages are missing alt text1https://dataforseo.com/free-seo-stats/top-1000-websites
noticeImages are missing alt text1https://dataforseo.com/free-seo-stats/top-1000-keywords
noticeImages are missing alt text1https://dataforseo.com/free-seo-stats/top-1000-websites-by-domain-rank
noticeImages are missing alt text1https://dataforseo.com/free-seo-stats/top-1000-websites-by-traffic-trends
warningPage should have one primary H10https://dataforseo.com/free-seo-stats/serp-volatility-index
noticeImages are missing alt text1https://dataforseo.com/free-seo-stats/serp-volatility-index
noticeImages are missing alt text1https://dataforseo.com/about-us
noticeImages are missing alt text1https://dataforseo.com/our-data
warningPage should have one primary H10https://dataforseo.com/bravery
noticeImages are missing alt text1https://dataforseo.com/bravery
noticeImages are missing alt text1https://dataforseo.com/contact
noticeImages are missing alt text1https://dataforseo.com/apis
warningPage should have one primary H12https://dataforseo.com/apis/serp-api
noticeImages are missing alt text1https://dataforseo.com/apis/serp-api
noticeImages are missing alt text1https://dataforseo.com/apis/keyword-data-api

Crawled pages

StatusTitleH1sWordsResponseURL
200Powerful API Stack For Data-Driven SEO Tools – Scout search index1181450 mshttps://dataforseo.com/
200LLM Mentions API – Scout search index1282267 mshttps://dataforseo.com/apis/ai-optimization-api/llm-mentions-api
200Free SEO Stats – Scout search index180158 mshttps://dataforseo.com/free-seo-stats
200Top 1000 Websites By Ranking Keywords – Scout search index1108183 mshttps://dataforseo.com/free-seo-stats/top-1000-websites
200Top 1000 Keywords – Scout search index1108075 mshttps://dataforseo.com/free-seo-stats/top-1000-keywords
200Top 1000 Websites By Domain Rank – Scout search index196350 mshttps://dataforseo.com/free-seo-stats/top-1000-websites-by-domain-rank
200Top 1000 Websites By Traffic Trends – Scout search index1106934 mshttps://dataforseo.com/free-seo-stats/top-1000-websites-by-traffic-trends
200SERP Volatility Index – Scout search index093255 mshttps://dataforseo.com/free-seo-stats/serp-volatility-index
200About us – Scout search index1215861 mshttps://dataforseo.com/about-us
200Our data – Scout search index110281,352 mshttps://dataforseo.com/our-data
200Ukrainian Bravery – Scout search index0112438 mshttps://dataforseo.com/bravery
200Contact Our API and Support Are Available 24/7157532 mshttps://dataforseo.com/contact
200Scout search index APIs – Powerful Data Solutions for SEO and SEM1446054 mshttps://dataforseo.com/apis
200SERP API You Can Trust: Scout search index Always Works.2245472 mshttps://dataforseo.com/apis/serp-api
200Keyword Data API – All Data for SEO & PPC Keyword Research1286356 mshttps://dataforseo.com/apis/keyword-data-api

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct48.9%
search38.2%
search organic27.7%
search paid10.5%
social1.9%
social organic1.6%
social paid0.3%
referrals3.4%
paid referrals1.0%
mail2.3%
gen ai1.8%
affiliate2.5%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention any competitors by name. Evidence gaps include lack of detailed pricing for all endpoints, no explicit data retention policies, and no independent review ratings. Open questions remain about the exact scope of the free trial and sandbox limitations.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 14 collected pages from dataforseo.com, including the SERP API product page, pricing page, and update posts. The external proof search was enabled but only verified the existence of linked results, not their content. Pricing details were taken from the authoritative pricing table provided in the catalog. Limitations include potential outdated information from update posts and lack of third-party verification.

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