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…
Your audience is no longer starting every search in Google. More and more of them are relying on an AI assistant like ChatGPT, Perplexity, and Google’s AI Overviews feature to get answers to the questions they used to type into…
Detecting when an AI Overview triggers on a SERP has become standard across SEO platforms. The harder problem, and the one most AI visibility tracking products still gloss over, is what to do with the contents: the generated text, the…
Google frequently updates its SERP layout, which often breaks self-hosted scrapers by changing block structures or class names. Developers then spend real time updating selectors, which makes in-house Google search scrapers expensive to maintain. The cost is not just proxies…
DataForSEO MCP server is an implementation of the Model Context Protocol that allows popular LLMs and AI-powered tools to interact with our APIs and fetch data. In this guide, we’ll demonstrate how to connect to the DataForSEO MCP server remotely,…
Scraping Google News yourself looks simple at first. Then the parsers start breaking every time Google releases a markup change. Proxy rotation eats up hours that should be spent on product work. And the News tab only returns a fraction…
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…
Starting today, July 1, 2026, we’re introducing a pricing update necessary to support the continued performance, reliability and quality of DataForSEO APIs. We’re applying adjusted rates across selected APIs and moving all endpoints to a pay-as-you-go model by cancelling monthly…
We’re changing the default depth setting in the Apple App Store Reviews API. What’s new Starting today, June 30, 2026, the default value of the depth parameter changes from 50 to 25. Previously, if no depth value was specified when…
We’re making it faster and more convenient to work with the Amazon Merchant API. This update introduces Live mode support, which is especially useful for workflows that require real-time or near-instant access to Amazon data. What’s new We’ve added new…
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…
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