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Supply Dilemma Amid Asia-Pacific Construction Boom: Strong Demand but Capacity Bottlenecks Reshaping Regional Competition Landscape

Strong growth in construction demand in the Asia-Pacific region is being constrained by widespread bottlenecks, including labor shortages, cost inflation, and supply chain vulnerabilities. Singapore, Malaysia, Thailand, India, and Japan each face varying degrees of execution risk, reflecting not just cyclical fluctuations but also deeper structural changes in demographics, energy, and geopolitics.

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Is AI Overview stealing clicks? The structural reshaping of the attention economy

Generative AI overviews are profoundly reshaping search behavior, with click-through rates plummeting. However, this is a redistribution of attention rather than the end of traffic. Enterprises need to shift from pursuing exposure to becoming trusted citation sources for AI.

Alistair Vance3 min read

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