Every brand wants to appear in AI-generated answers. However, being found during an LLM’s research is different from being featured in the final answer users actually see. That distinction creates a new challenge for SEO and GEO: what makes a…
Suppose you’re asking ChatGPT, “Where should I eat in London tonight?”. Instead of throwing generic suggestions at you, it offers selected places for best-value dining, trendy dining, or high-end food destinations, and describes every choice in detail. Why can ChatGPT…
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…
Every brand wants to appear in AI-generated answers. However, being found during an LLM’s research is different from being featured in the final answer users actually see. That distinction creates a new challenge for SEO and GEO: what makes a…
Suppose you’re asking ChatGPT, “Where should I eat in London tonight?”. Instead of throwing generic suggestions at you, it offers selected places for best-value dining, trendy dining, or high-end food destinations, and describes every choice in detail. Why can ChatGPT…
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…
When teams need a bulk keyword research workflow, there are usually two ways to get there: stitching together GUI exports or integrating a keyword research API. Our Keyword Data API and DataForSEO Labs API both offer endpoints that accept up…
Most teams check a domain’s Google rankings the slow way: scraping result pages, or pasting keywords into a tool one at a time and copying positions into a spreadsheet. Both methods fall apart once the keyword list grows. A scraper…
Understanding how often and how prominently a website is cited in LLM’s is one of the core processes in AI visibility tracking. However, getting correct and detailed LLM citation data isn’t simple without access to the right tools. You must…
AI agents can automate many routine tasks, but connecting them to reliable, real-time SEO data opens many more opportunities, from evaluating real search demand to surfacing ranking opportunities and producing well-optimized content. To turn those opportunities into a practical workflow,…
Sizing up the competition for one keyword used to mean opening the SERP, scrolling through the top 10, reading the domains by hand, then redoing the whole thing in a private tab to make sure the rankings weren’t personalized. It…
Most rank trackers, keyword tools, and AI visibility products get built around Google first. Bing comes later, if it comes at all. The gap shows up the moment a customer asks, “Where do we rank on Bing?” or “Does our…
If you’re here for a Google Search API key example, you’re in the right place. The setup is simpler than the words around it suggest, even if API key, token, Basic Auth, and Base64 sound intimidating when you’re not a…
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…
We’re excited to announce that the ChatGPT LLM Scraper in our AI Optimization API now returns sponsored ad results appearing within ChatGPT responses, giving you a more complete picture of the AI search landscape. What’s new The ChatGPT LLM Scraper…
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…
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