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Budget-Friendly Rank Tracking Strategies with DataForSEO SERP API

Budget-Friendly Rank Tracking Strategies with DataForSEO SERP API

Best Practices

If you’ve been in SEO long enough, you know that Google likes to keep us on our toes. This time, though, they’ve shaken the ground under everyone who tracks keyword rankings. Recently, Google quietly removed support for the num=100 search parameter – the one that…

SEO vs GEO: Key Differences and Shared Principles in Data and Optimization

SEO vs GEO: Key Differences and Shared Principles in Data and Optimization

Best Practices

Generative search has revolutionized the digital marketing industry by introducing a completely new paradigm for measuring online visibility. While most marketing experts now understand what generative search is, the core question remains: what data do you need to optimize for it effectively? Traditional SEO strategies…

Beyond Traditional SERP Data: Accessing Google AI Mode Results with DataForSEO APIs

What's NewUse Cases

Google’s evolution from traditional to AI-driven, conversational search accelerated dramatically in 2024. First came AI Overviews, adding intelligent summaries atop organic results. But Google didn’t stop there. Now, the company has rolled out AI Mode, a standalone AI-powered search engine. With AI Mode, users no…

Budget-Friendly Rank Tracking Strategies with DataForSEO SERP API

Budget-Friendly Rank Tracking Strategies with DataForSEO SERP API

Best Practices

If you’ve been in SEO long enough, you know that Google likes to keep us on our toes. This time, though, they’ve shaken the ground under everyone who tracks keyword rankings. Recently, Google quietly removed support for the num=100 search parameter – the one that…

SEO vs GEO: Key Differences and Shared Principles in Data and Optimization

SEO vs GEO: Key Differences and Shared Principles in Data and Optimization

Best Practices

Generative search has revolutionized the digital marketing industry by introducing a completely new paradigm for measuring online visibility. While most marketing experts now understand what generative search is, the core question remains: what data do you need to optimize for it effectively? Traditional SEO strategies…

Beyond Traditional SERP Data: Accessing Google AI Mode Results with DataForSEO APIs

Beyond Traditional SERP Data: Accessing Google AI Mode Results with DataForSEO APIs

What's NewUse Cases

Google’s evolution from traditional to AI-driven, conversational search accelerated dramatically in 2024. First came AI Overviews, adding intelligent summaries atop organic results. But Google didn’t stop there. Now, the company has rolled out AI Mode, a standalone AI-powered search engine. With AI Mode, users no…

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What is the difference between the offset and offset_token parameters?

Getting Started

While working with сertain DataForSEO endpoints (like Top Searches or Business Listings Search, for example) you may have encountered offset and offset_token parameters in the documentation. Both parameters have a similar function – they allow for retrieving results from our databases in subsequent batches. The…

Connecting DataForSEO MCP Server to your n8n workflows

DataForSEO MCPIntegrationsn8n

In this guide, we’ll walk through the installation and configuration of the DataForSEO MCP Server in n8n step by step. Let’s get started! 1 First, go to Nodejs.org and download the latest version of Node.js for your operating system. 2 Once this is installed, open…

How to extract ChatGPT brand entities with LLM Scraper API

AI Optimization API

Since October 2025, ChatGPT search structures information about brands into separate brand entities in its responses. By structuring brand data into entities, ChatGPT can more accurately represent brands in its responses, distinguishing them from generic terms. Moreover, entity-based structure makes brand data retrieval straightforward, as…

How to scrape Google AI Overviews with SERP API

SERP API

With the powerful Google Organic SERP API, you can track all possible SERP features, and AI Overviews are no exception. In this guide, we cover the key aspects of scraping Google AI Overviews with SERP API and the types of AI Overview data you receive….

How to use new crawl control parameters in Google Organic SERP API

SERP API

In Google Organic SERP API, we enhanced control over the stop_crawl_on_match feature with three new parameters: target_search_mode, find_targets_in, and ignore_targets_in. These parameters enable you to fine-tune when crawling stops and which SERP elements are checked for target matches, providing greater precision in Google rank tracking….

How to crawl specific website directories in OnPage API

On-Page API

In the OnPage API Task POST endpoint, you can customize the request to crawl only a specific directory of a website. This is particularly useful for targeted audits of specific site sections without processing the entire domain. Besides, you’ll spend less money on analysis as…

How to Define Targets and Analyze Data in the LLM Mentions API

AI Optimization API

The LLM Mentions API transforms raw AI search data into actionable intelligence. By combining flexible targeting, structured metrics and source data, you can uncover where and how your brand or competitors are mentioned. This guide lists the features available, explains how to configure and customize…

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2025: DataForSEO’s Year in Review

2025: DataForSEO’s Year in Review

Announcement

This year was yet one of the most ambitious and data-intensive in DataForSEO’s history. From AI advances and search evolution to major product upgrades, the past 12 months have been packed with remarkable innovation and growth. 2025 at a Glance These numbers reflect a year…

Fan-Out Queries and Brand Entities in LLM Mentions & LLM Responses APIs

Fan-Out Queries and Brand Entities in LLM Mentions & LLM Responses APIs

AI Optimization APIImprovement

Meet a new upgrade to the LLM Mentions and LLM Responses APIs within our AI Optimization API suite, bringing you fan-out query and brand entity data for deeper generative search analysis. What’s new ➤ Fan-Out Queries (LLM Mentions & LLM Responses) Fan-out queries are related…

Upgraded AIO Collection for Databases and DataForSEO Labs API

Upgraded AIO Collection for Databases and DataForSEO Labs API

DatabasesDataForSEO Labs APIImprovement

We’ve improved the way Google AI Overview data is collected across our Google SERP datasets. Now our system can retrieve asynchronous AIOs, providing broader and more accurate coverage throughout both our Google Databases and relevant Google endpoints in the DataForSEO Labs API. What’s new Previously,…

First & Last Response Timestamps in LLM Mentions API

First & Last Response Timestamps in LLM Mentions API

AI Optimization APIImprovement

Today we’re bringing you smoother analytics experience in the LLM Mentions API with two new timestamp fields that help you understand exactly when mention-containing LLM responses were first and last recorded in our database. What’s new The Search Mentions endpoint now includes two additional fields…

Brand Entity Extraction in ChatGPT LLM Scraper API

Brand Entity Extraction in ChatGPT LLM Scraper API

AI Optimization APIAnnouncement

LLM Scraper API from our AI Optimization API suite now automatically surfaces brand entities detected in ChatGPT responses. This update allows you to extract deeper insights from scraped content without additional parsing or post-processing. What’s new The brand_entities field is already available in your API…

DataForSEO API v2 Sunset Notice & v3 Upgrade Path

DataForSEO API v2 Sunset Notice & v3 Upgrade Path

Announcement

Data needs, as well as the tools built around it, have evolved significantly since our v2 API first launched. To ensure we continue delivering the fastest and most reliable data infrastructure expected today, we’re preparing to close the chapter on v2 API. Support for v2…

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