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….
Among the request parameters of specific endpoints of the LLM Mentions API, Business Data API, and Content Analysis API, you might have encountered the initial_dataset_filters array. Although you can pass similar filter fields and operators in initial_dataset_filters as in the…
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…
As of today, May 5, 2026, support for DataForSEO API v2 has officially ended. If you’ve been using v2, you can no longer create new API v2 requests as of this date. However, the task_get endpoints will remain active for…
The OnPage Lighthouse API now supports a set of new parameters for browser simulation. You can now customize the browser environment used during Lighthouse audits to better reflect real-world device and network conditions. What’s new We added seven new parameters…
This update to the On-Page API brings greater clarity to your crawl results and improves reporting accuracy. We’ve added a new endpoint and expanded summary data, giving you more precise insight into the resources that don’t meet expected crawl conditions….
Following the isolated incident affecting the DataForSEO website and its WordPress admin panel on March 26, and now that the root causes of this situation have been fully resolved, we would like to share the details about what happened, how…
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…
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