AI search evolves rapidly, attracting more and more users as an effective way to look up information. According to Peec AI, ChatGPT’s search engine market share was between 4% and 12% of Google’s, as of autumn 2025. Today, ChatGPT’s is…
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…
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…
Generative search changed how users discover information, replacing the list of “10 blue links” with natural language responses. At the same time, it transformed the concept of visibility in search results. Instead of solely monitoring SERP rankings, companies now must…
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….
AI search evolves rapidly, attracting more and more users as an effective way to look up information. According to Peec AI, ChatGPT’s search engine market share was between 4% and 12% of Google’s, as of autumn 2025. Today, ChatGPT’s is…
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…
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…
Generative search changed how users discover information, replacing the list of “10 blue links” with natural language responses. At the same time, it transformed the concept of visibility in search results. Instead of solely monitoring SERP rankings, companies now must…
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….
While working with endpoints of the LLM Mentions API, you may notice that the values of ai_search_volume for the same keyword may vary significantly depending on the selected platform type. The difference in values of ai_search_volume for Google and ChatGPT…
Generative Engine Optimization evolves rapidly, so do the methods of collecting LLM data for optimization. To keep up with changes and the growing data demands, we introduce the API LLM Scraper as a part of AI Optimization API. With this…
In the Google Hotel Searches endpoint, the system automatically appends the location name to the specified keyword. This is done to obtain accurate search results by searching a specific area within the target location. For example, if you specify “keyword”:…
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…
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! ➤ Already have a local n8n instance? Start at step 4. ➤ Working in cloud n8n? Jump…
With the LLM Mentions API, you can surface data on brand mentions that are present in fan-out queries and brand entities of ChatGPT and Google AI Overviews. In this guide, we explain how you can customize requests to do that…
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…
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…
We’re excited to announce that the LLM Responses API now supports reasoning for specific models. Now, you can explore the step-by-step thought process of popular LLMs and gain deeper insights into their behavior. What’s new Here are key changes we…
Gain deeper insights into product visibility in AI-generated shopping results with the new fields added to the ChatGPT Products element in LLM Scraper API. These additions provide richer product metadata and merchant-level information. What’s new The following fields are now…
We’re excited to announce the release of the Gemini LLM Scraper within our AI Optimization API suite. This new solution makes it easy to collect, analyze, and integrate structured insights from Google’s Gemini AI responses directly into your workflows via…
We’re excited to introduce the official DataForSEO Node in n8n! It’s a verified integration, built and fully supported by us. With the official Node, you can access the full power of DataForSEO APIs directly in your cloud-based n8n workflows. Key…
Here comes the first improvement of the year! To enhance the reliability of property searches using Google Hotels Business Data API, we’ve added the possibility to specify more precise location settings in your requests. What’s new We’ve supported a new…
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…
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