Wrong opening hours in AI answers? A local-business plan for 2027

Separate the branch, service and calendar date

Capture the exact question and answer, including whether the customer asked about today, a holiday, or normal hours. Identify the branch, local time zone, service type, and whether an appointment is required. A dining room, collection desk, and support line may have different schedules.

Create a source record for that specific customer decision. Avoid correcting the entire brand’s hours when the problem concerns one branch or a temporary event. If the answer does not identify the branch, classify that missing context before calling its schedule false.

Keep regular hours and special hours distinct

Google Business Profile provides special hours for temporary date-specific changes, including holidays and events, without changing normal hours. Its guidance recommends confirming holiday hours even when they match the usual schedule. Google Business Profile: special hours.

Assign an owner to approve the exception and a second person to check the date and location before it becomes public. A simple calendar error can spread a wrong statement across multiple otherwise consistent sources. Treat a copied schedule as a new entry requiring verification, not as automatically correct.

Make the location page useful on its own

Publish the location’s name, address, applicable hours, contact route, and any temporary exception in ordinary readable text. Put a time-limited notice next to the schedule it changes. Do not require the reader to infer a branch from a generic company footer.

Google’s LocalBusiness guidance supports expressing business hours and location information. Markup should match the actual public business details. It is not a reason to invent a physical location or a promise that a knowledge panel or AI answer will display it. Google: local business structured data.

Correct sources in a controlled order

Start with the approved operational schedule. Then reconcile the website and the business profile your team manages. For important external listings, send the owner the exact location reference and date-specific correction. Keep a record of requests still waiting for action rather than treating submission as a completed update.

Where a customer could be inconvenienced before external information changes, make the reliable contact path easy to find on your own page. Measure the business signal directly: repeated calls about the discrepancy, complaints about wasted trips, or a recurring support question. Do not invent an estimate of lost revenue from missing footfall data.

Recheck the customer’s original question

Repeat the captured question with the same location and date context, then preserve the new response and its source links. Verify the public page separately so a correct website is not confused with a corrected third-party answer. If the engine remains wrong, you still have a clean record for escalation.

For 2027 planning, create review triggers around holidays, seasonal schedules, branch changes, and service changes. A recurring process with named owners is more dependable than an emergency correction after a frustrated customer arrives. The goal is reliable location information, with honest limits on propagation.

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