Why does AI give the wrong hours or service area for my business?

Consensus usually beats authority

You would expect your own website to be treated as definitive. In practice a fact repeated across eleven directories carries more weight than the same fact stated once on a site the system cannot verify ownership of.

That inverts the usual instinct. The highest-leverage fix is often not editing your site. It is finding the six syndicated records that all say something outdated and correcting the feed they came from.

There is a second reason authority loses. Systems have no reliable way to verify that a website belongs to the business it describes. Verified profiles and licensing records carry an ownership signal your own site cannot assert about itself, which is part of why structured data linking the two is worth the effort.

The usual culprits, roughly in order

• Your own site disagreeing with itself. The footer, the contact page and the location pages showing three variants of the hours or suite number.
• A suite or unit number added or dropped, which makes two addresses look like two businesses.
• Emergency and after-hours availability described in prose on one page and as fixed hours in every structured source.
• A closed or moved location still live on directories and on your own site's location list.
• Third-party booking and review profiles created by a former vendor, with credentials nobody can find.
• Data aggregator feeds quietly republishing a record you fixed everywhere else.

Fix in order of leverage, then wait

Start with your own site, because it is the source others copy and the one you fully control. Then the Google Business Profile. Then the major aggregators and the big verticals. Then the long tail, which mostly resolves itself once upstream feeds are clean.

Then wait. There is no flush command for the internet. Propagation through aggregators, caches and search indexes takes weeks, and assistants that rely on those indexes lag behind them. Re-check on a schedule rather than re-checking daily and getting discouraged.

While you wait, do not chase the assistant. Re-asking the same question in five tools and screenshotting the failures produces anxiety, not progress. Fix the sources, note the date you fixed them, and re-test on a fixed cadence.

Make it a monitored process, not a project

Listings drift. A vendor updates a category, a marketplace auto-creates a duplicate, an employee edits hours for one holiday and never changes them back. Businesses that stay accurate treat it as an ongoing check with an owner, not as a cleanup they did once.

That is the operational half of listings management, and it feeds the same data quality discipline behind business reporting - a number is only useful if you know which record produced it.