Most lead enrichment stacks describe a prospect well before they tell you whether that prospect is worth calling. You get firmographics, tech stack data, employee count, funding round, and maybe a LinkedIn URL. What you do not get is any...
Read MoreCold outreach without context is spray-and-pray. You pull 10,000 domains from a list purchase or a form fill, send templated emails, and achieve only a 1-2% reply rate because the pitch could be directed to anyone. The list has names,...
Read MoreSearch for "email marketing software" in ChatGPT, and you'll probably see a list of linked sources included in the answer. Run that same query on Google, and its AI Overview may link to another set of pages. Checking one prompt...
Read MoreIf 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...
Read MoreWhen 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...
Read MoreThe 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...
Read MoreThe 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...
Read MoreA 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...
Read MoreYour 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...
Read MoreDetecting 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...
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