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Analysts describe an earnings bubble risk when earnings per share rise faster than revenue due to cost cuts, non GAAP adjustments, and share buybacks. Profits are concentrated in a small group of large companies including Nvidia, Microsoft, Apple, Alphabet, Amazon, Meta, and Tesla, which can lift index aggregates while many sectors lag. Share repurchases reduce share counts and can raise EPS without strengthening free cash flow, which affects vendor negotiations and payment terms. Guidance practices and longer enterprise deal cycles complicate forecasting for startups that sell to large buyers. Higher interest rates increase interest expense, tighten capital spending, and compress private revenue multiples. Founders are advised to plan with segment specific data, track cash indicators, lengthen runway, and structure contracts to stabilize cash flow.

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