TechCrunch AI • November 12, 2026 • Industry Brief

The data center boom is running into serious real-world obstacles, from widespread local opposition and permitting delays to a scramble for electricity. Before those challenges even come into play, though, there’s a more basic pr

Ecosystem implication: As foundation model providers roll out richer product discovery workflows and real-time search grounding, verified structured product directories become critical corroborating sources for buyer queries.

Products indexed with clean /llms.txt descriptions and Schema.org verification maintain resilient citation share across multi-model retrieval pipelines.

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