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When SEO gets reduced to keywords, audits, and content production, software will always look cheaper. That’s where the real risk begins.
The dehumanization of SEO: Displaced by code, ignored by communication Read More »
Agentic marketing works best when marketers can inspect the data and evidence driving an agent’s recommendations.
Christy Chen, founder of Cit Labs, argues that AI chatbots fail at emotional support not because the technology is incapable but because the models were optimized for engagement, trained on text that performs support rather than delivers it, and lack physiological signal. Her startup combines EEG data with clinician-defined guardrails to build something purpose-built for […]
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Christy Chen on why today’s chatbots aren’t built to help you know yourself Read More »
Your branded search results can change in ways that affect visibility and perception. Learn what to monitor and how to spot emerging risks.
4 risks hiding in your branded search results Read More »
Rushed fixes can make recovery harder after a Google spam update or manual action. Here’s what to investigate, address, and avoid.
Caught by Google’s spam update? Don’t make recovery harder Read More »
Balance scale and control by matching automation to conversion volume, account maturity, and performance needs.
Manual vs. automated Google Ads campaigns: How to allocate your budget Read More »
AI adoption can turn marketers into unpaid (ineffective) software teams, while the real work absorbs the opportunity cost.
The AI hours nobody on your marketing team is counting Read More »
Newly recovered Google data reveals how entities, web signals, geography, and semantic systems shape local visibility.
Inside Google Maps: 72 ranking signals and the architecture behind local search Read More »
Your first 50 pages can tell you whether the next 5,000 are worth building. Here’s how to turn a pilot into a scaling decision.
Before scaling programmatic SEO, prove the pattern works Read More »
High ROAS can mask negative contribution, weak incrementality, and costly inventory decisions. Here’s how to measure what really matters.
The 11x ROAS account that lost money on every order Read More »