Insights · Analysis
Analysis of how ChatGPT, Claude, Gemini, Perplexity, Copilot, Grok, DeepSeek, Meta AI, Google AI Overviews, and AI Mode are rewriting discovery, and what to do about it.
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OpenAI has published a new pre-release safety method called Deployment Simulation, which replays de-identified user conversations through candidate models before they go live. For enterprise teams, this changes the right questions to ask about AI safety claims.
OpenAI has launched a formal partner ecosystem backed by $150M in investment, targeting 300,000 certified consultants by end of 2026. For growth leaders and CMOs, this reshapes how enterprise AI gets sold, implemented, and supported — and raises an urgent question: partner, buy through one, or get left behind?
OpenAI's new Partner Network formalises a $150M indirect channel strategy. For CMOs and growth leaders, it changes who holds your implementation relationship, your data pipeline, and your AI roadmap.
Google is surfacing a visible 'Good Price' label on select Shopping ads. For e-commerce teams, this reframes pricing as a live search-performance lever. Here's what qualifies, what it means for margin strategy, and what to fix in your feed right now.
Google Analytics has pushed cross-channel, de-duplicated conversion data directly into the GA Data API via the runReport method. For growth teams still stitching spreadsheets, this removes the core architectural problem. Here's what it means for attribution and how to pull it.
OpenAI's acquisition of Ona gives Codex secure, persistent cloud environments for long-running agents. For growth leaders and enterprise teams, this signals a hard shift from one-shot AI tasks to continuous autonomous workflows.
Google has connected Google Business Profile directly to GA4, letting local and multi-location brands track calls, direction requests, and bookings alongside website data in a single view. Here's what it means and what to do first.
Anthropic has published two concrete policy proposals that outline exactly how it believes AI should be governed. For CMOs and growth leaders, this is early intelligence on the compliance landscape forming around your AI investments.
Google Analytics is rolling out native measurement of traffic from AI assistants like ChatGPT and Perplexity. For growth leaders and SEOs, this closes the biggest attribution blind spot in modern search: chatbot-referred visits, visible directly inside GA4 reports, no UTM hacks required.