As new content gets published, competitors gain authority, or AI systems update the information they rely on, the sources and brand names included in AI responses change. So, while a single AI visibility check tells you whether your business appears…
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…
As new content gets published, competitors gain authority, or AI systems update the information they rely on, the sources and brand names included in AI responses change. So, while a single AI visibility check tells you whether your business appears…
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…
If you need Google search results inside your product, whether that’s a rank tracker, a keyword research tool, or a competitive monitoring feature, you don’t have to build and maintain your own scraper to get them. That’s exactly what DataForSEO…
When a client asks “How visible are we in ChatGPT this month?”, the old reporting playbook stops working. There’s no ranking position to look up and no Search Console export to attach, and the same prompt run twice rarely returns…
The LLM Mentions Timeseries endpoints – Timeseries Delta and Timeseries New and Lost – return three AI search volume-based metrics: delta_ai_search_volume, new_ai_search_volume, and lost_ai_search_volume. These metrics are derived from the AI search volume – our proprietary search volume metric that…
The LLM Mentions API offers two types of endpoints for retrieving aggregated mention metrics – Standard and Lite. Both endpoint types return the same underlying data, but their response structures differ. Choosing between them affects how much data you get…
A single snapshot of current LLM mentions data doesn’t provide a full picture of a website’s AI visibility. Without historical context, you can’t determine whether the result is normal, an outlier, or a trend, and thus measure the impact of…
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…
We’re excited to announce the release of the updated LLM Mentions API within our AI Optimization API suite. With improved API performance, new reporting options, historical data, and dedicated Lite endpoint versions, the updated LLM Mentions API makes it easier…
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…
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