AI Data Stream now runs two kinds of model. Frontier LLMs still do the talking; TypeSafe AI's Jev makes small, calibrated decisions in under a second. What a System One model is, how it differs from an LLM, and how we used it to fix GA4's Unassigned bucket.
Confirmed a core update hit your site? Here's a realistic recovery plan: what not to touch, how to find the pages and queries that lost, what to change, and how to measure whether it worked.
One personal URL connects Claude - or any MCP-compatible AI - to every property you can access: Google Analytics, Search Console, Ads, CRM data, and your skills. No API key required.
Connect Google Tag Manager to AI Data Stream. Audit your container, catch broken tracking, and debug conversion issues with AI. Available on Pro and Business plans.
The AI saves durable facts your team states in chat and references them in every future conversation. Team-shared, fully visible, and editable at any time.
Connect DataForSEO to AI Data Stream and ask your AI about your backlink profile — referring domains, anchor text, spam scores, and broken links. Bring your own API key and control the cost.
AI Data Stream now stores your analytics data in private SQL tables and computes every sum, average and comparison with SQL — so the numbers in your answers are exact, not estimated.
The system prompt is the difference between an AI that hallucinates plausible nonsense and one that stays grounded in your actual data. Here's how they work, and what good analytics prompts look like.
With BYOK pricing, you control your AI costs directly. Here are practical ways to keep them minimal - from picking the right model to managing conversation context.
Claude, ChatGPT, Gemini, and Perplexity all search the web differently - and they don't all use Google. Here's what actually drives AI search visibility and what you can do about it.
Connect your GitHub repository to AI Data Stream. Correlate deployments, releases, and commits with your analytics data. Available on Pro and Business plans.
Traffic dropped around the time of a Google core update? Before you start making changes, here's how to actually confirm whether the update hit your site - and what to look at in GSC and GA4.
GA4 and Google Search Console almost never show the same traffic numbers - and that's completely normal. Here's why they differ and when you should actually worry.
Chat with your Google Analytics, Search Console, and Google Ads data using your own AI. No markup on API costs, no usage limits, no surprise price hikes.
GA4 tells you traffic dropped, but not why. Learn how to diagnose traffic changes by cross-referencing Search Console, checking algorithm updates, and adding context that makes the data make sense.
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