Reliability pattern: when the cheap fetch fails or returns almost nothing, auto-escalate to the heavier method instead of giving up.
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AI assistants started describing my product accurately — then leaving users at a dead end, no next step.
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One landing page, two visitors — a buyer and a would-be reseller — and I was giving both the same CTA.
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Near-miss: I almost broad-banned traffic sharing infrastructure with the search + AI crawlers I depend on — nearly made myself invisible to them.
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When my product found nothing, it padded the gap with generic advice — "remember to check regularly." That tells the customer to do the job they pay ME for.
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