
Turning a WeChat-group ordering chat into trackable orders
Store ordering, membership lookups, and HQ reconciliation live in one system — not another mini-program built only for show.
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Rebuilding a services site so answer engines can quote it
One firm's name, service boundaries, and Q&As live on separate URLs, consistent with its structured data.
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Daily copy-paste quoting replaced by a logged script
Inquiries from email and spreadsheets become internal quote drafts, with exceptions confirmed by a human.
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Daily manual price checks turned into a scheduled comparison table
An operator opening a dozen competitor pages every morning, replaced by a daily, auditable price comparison table.
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Support prompts from chat threads turned into a handable spec
AI support replies tuned by trial and error, replaced by an annotation spec, prompt templates, and an evaluation set.
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A store booking mini-program live in two weeks on a proven template
A store validating booking demand with a templated mini-program: real branding and fields, not a wait for custom development.
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