Whether conducting a GEO audit or building an AI visibility tool, the two questions remain the same: where to get the data and how to use it properly. Scraping AI responses and prompts manually is a heavy load even for…
Most SEO platforms ask you to subscribe to a monthly plan to access advanced features and tracking. But you pay for all the features, even when you don’t use them in your project. Dmytro Lobov, our WordPress developer, compared a…
Picking a local business is rarely a one-step decision. Customers check reviews, weigh prices, and compare two or three options before they commit. A lot of that work now happens inside an LLM. When someone asks ChatGPT to recommend a…
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…
Whether conducting a GEO audit or building an AI visibility tool, the two questions remain the same: where to get the data and how to use it properly. Scraping AI responses and prompts manually is a heavy load even for…
Most SEO platforms ask you to subscribe to a monthly plan to access advanced features and tracking. But you pay for all the features, even when you don’t use them in your project. Dmytro Lobov, our WordPress developer, compared a…
Picking a local business is rarely a one-step decision. Customers check reviews, weigh prices, and compare two or three options before they commit. A lot of that work now happens inside an LLM. When someone asks ChatGPT to recommend a…
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…
In September, we killed six planned pages with a single API call. The plan was a content cluster on multi-property CMS terms, aimed at teams that run many sites from one back end. Six pages, roughly three weeks of writing,…
Say you track 10,000 keywords in five locations. That’s 50,000 SERPs every morning. If your own scraper collects them, you also pay for proxies, deal with captchas, and fix a parser each time Google changes its layout. That maintenance usually…
Google Business Profile data usually arrives as a list of names, ratings, review counts, and addresses. Compiling that list by hand means scrolling one pin at a time and copy-pasting into a spreadsheet, with just a few hundred rows in…
Microsoft retired every Bing Search API on August 11, 2025. Existing instances were decommissioned and new signups closed, so if your old key stopped returning data, you are now seeking a replacement. That puts you in an awkward spot. You…
A homemade search scraper tends to fail the same way. The first version works. Then Google changes a layout, proxies get flagged, and a parser starts returning empty fields without an error. Soon that turns into an ongoing maintenance burden….
Every location you manage has its own rating, and the brand-level average hides most of what it is made of. One site can drift down for a month before anyone notices, while another sits on a pile of reviews nobody…
Every link pointing to your competitor is a relationship: a partner, a publisher, a review site, or a customer who cared enough to write about them. That makes a competitor’s backlink profile one of the cheapest, most overlooked sources of…
Rank checking looks like scraping until you try to schedule it. A scraper has to return a page. A rank checker has to return one number for one keyword in one market, then return it the same way tomorrow. Bing…
We’ve added a new field in Google Shopping Merchant API, improving the handling of product listings featuring multiple sellers. What’s new The Google Shopping Products Task GET Advanced endpoint now supports a new snippet field. It is available for the…
Organic search results can include a growing number of attributes and additional elements, from images and videos to security-related signals. To make organic result data more scalable and easier to work with, we’re introducing a new checks array that lists…
We’re introducing the DataForSEO Plugin for Codex, making our data for SEO and GEO workflows available directly in Codex through the ChatGPT desktop app and Codex CLI. What’s new The DataForSEO Plugin gives Codex ready-to-use access to DataForSEO without manual…
You can now indicate individual webpages in the target field of the Keywords for Site endpoint in the DataForSEO Labs API. With this update, you can use this endpoint to find keywords that fall into the same category as the…
We’ve updated the depth settings in the Google Local Finder SERP API to reflect recent changes to Google Places results. What’s new Google Places now returns up to 10 results per page on desktop, down from 20. In line with…
We’ve updated the maximum supported depth value for the App List endpoint in the App Store Data API. What’s new The maximum supported depth in the Apple’s App List is now 100. This update follows platform changes: App Store no…
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