Stale facts, fresh answers
AI Cites Old Information About My Business: Old Prices, Old Address, Old Owner
You raised prices in January, moved across town in March and sold the second location in June. The AI answer about your business has heard none of it. It is not making things up. It is quoting an older version of you that is still sitting, intact and well linked, somewhere on the web.
October 9, 2026 · 8 min read
The short answer
AI engines cite old prices, addresses or owners because older pages and listings still say so, and those copies often have more years of links and mentions than your update. Find the stale source by asking the engine for its sources, correct your site and listings first, then directories and articles, and report the error in the engine's feedback tool.
On this page
Last year's business, quoted with confidence
Outdated answers are harder to spot than wrong ones, because every detail was true once. The customer who shows up at the old storefront does not think the AI failed. They think you did. The usual reports sound like this:
- "ChatGPT told me a tune-up costs $89." That was your 2023 coupon price, and it still lives in an old blog post.
- A customer drives to the address you left a year ago, because an AI answer gave it as current.
- The location you closed in the spring is still listed as open, with hours, in an assistant's list of options.
- An AI answer names the previous owner as the person to call, or describes the company under its old name.
- Your old menu, old service list or old phone number appears, word for word, as if nothing changed.
If the answer contains facts that were never true, that is a different problem, covered in AI made up facts about my business. If the details are current but scrambled, try AI has wrong business information. This page is for the past that will not stay past.
Why the old version outvotes the new one
A fact gets repeated in proportion to how many places state it and how established those places are. Your old address may sit on 40 directory pages, a newspaper article, three supplier sites and a chamber of commerce list built up over a decade. Your new address sits on your website and one profile. To a system that weighs agreement across sources, the old version looks like the consensus.
Freshness helps, but less than people assume. Ahrefs analyzed about 17 million citations in 2025 and found URLs cited by AI assistants averaged 1,064 days old, against 1,432 for Google's organic results. ChatGPT showed the strongest pull toward newer content; Google's AI Overviews showed almost none. So the AI-cited web is a little newer than the search web, and still mostly years old. Our page on content freshness covers what that means for your publishing habits.
Where the stale facts are hiding
Work through these in order. The first rows are the ones you control outright, and they feed several engines at once.
| Typical stale fact | How to correct it | |
|---|---|---|
| Your own site | Old pricing page, PDF price sheet or menu, blog post quoting a past offer, page for a closed location | Update or retire the page; redirect closed-location pages with a 301 to the nearest current page; replace old PDFs at the same URL |
| Google Business Profile | Old address, hours, owner or a location still marked open | Edit the profile; for a closed site use Edit profile, Hours, Permanently closed |
| Apple Business and Apple Maps | Place card with old hours or location | Update the card in Apple Business, which replaced Apple Business Connect on April 14, 2026; anyone can file Report an Issue in Maps, which matters for Siri and Apple Intelligence |
| Bing Places | Old address feeding Bing and Copilot | Correct it at bing.com/forbusiness; the new Bing Places can import from Google |
| Yelp and industry directories | Former name, owner or phone | Claim each listing and edit it, or ask the directory to close a duplicate |
| Articles and press releases | "Founded and run by" the previous owner, old location | Ask the publisher for an update or an editor's note; add a dated news page of your own |
| Google knowledge panel | Old description or details | Google says panel descriptions cannot be edited directly; correct the original source it draws from |
The correction routine, in the order that pays off
- 1
Catch the stale fact in the act
Ask ChatGPT, Gemini, Perplexity, Copilot and Google the question that produced the old detail. Save each answer, the date, and any sources it lists. Our free AI visibility check runs a question through several engines at once; its API answers can differ a little from the apps.
- 2
Search your own site for the old version
Search Google for site:yourdomain.com plus the old price, street name or owner's surname. Old blog posts, PDFs and forgotten landing pages turn up more often than owners expect.
- 3
Fix the site, and change the substance, not the date
Rewrite or retire the stale page. Google warns against changing a page's date to look fresh when the content has not substantially changed, so update the facts first, then the date. Redirect closed-location URLs to a current page.
- 4
Update the three map platforms
Correct Google Business Profile, Apple Business and Bing Places the same day, with identical name, address and phone. Google reviews profile edits before they go live; it says changes usually show in about 10 minutes but can take up to 30 days.
- 5
Notify the crawlers
Request indexing for changed pages in Search Console's URL Inspection tool, and use IndexNow, which Microsoft recommends for reporting updates to Bing and Copilot.
- 6
Work the long tail
Update directories, supplier and partner pages, and associations. Ask publishers of old articles for a correction or a note. Entity optimization explains why consistency across these matters more than any one listing.
- 7
Report the answer itself
Use thumbs down and Report a problem on Google's AI Overviews, thumbs down in Gemini and Claude, and the feedback controls in other apps. Reports are one input among many, but they cost nothing.
Moved, closed, sold or repriced: the special cases
You moved
Edit the address on your existing Google Business Profile. Google says not to create a new profile for a change of location, and that reviews move automatically when the name stays the same.
You closed one location
Mark it permanently closed rather than deleting it. Google says a closed profile may still appear but clearly shows it is closed, which beats an AI guessing. Redirect its page on your site.
The business changed hands
Transfer the existing profile and listings to the new owner rather than starting over; Google says not to create a new profile because of an ownership change. Publish an About page that names the current ownership and the date it changed.
You changed prices
Publish current ranges on the service page with a "prices as of" month, and remove or update every older mention. A range that is dated reads as a fact; an undated coupon from 2023 reads as a promise.
How long an outdated answer lingers
Nobody can give you a date. Google's own Business Profile help puts edits anywhere from minutes to a month. Directories and data partners refresh on their own calendars. Answers drawn from a model's training memory change only with a new model. Expect the engines that search the live web to catch up first, and judge progress across a monthly set of questions, not one lucky answer.
The web never deletes your past. It just needs more recent evidence than old evidence.
A standing date with your own facts
Stale answers come back whenever a change goes out to some places and not others. Keep a single fact sheet of name, address, phone, hours, prices, owners and locations, and treat every change as a checklist across the site and every listing. Do it again each quarter. In Athena CMS, which comes with every site we build, the Hestia agent keeps hours and contact details matching everywhere, and Delphi asks the AI engines what they say about you and flags outdated prices or claims.
Call for help when the old information keeps resurfacing after you have corrected the obvious sources, or when it is costing you real visits to the wrong door. A free GEO audit traces where each engine is getting the old detail and returns a fix list with a fixed monthly quote; the cleanup is part of our SEO and AI visibility programs. For other problems, start at AI search fixes, or look at how Siri handles business hours if Apple devices are the ones getting it wrong.
Questions owners ask us about AI search
Usually because more pages online still list the old address than the new one: directories, articles, supplier sites and sometimes your own old pages. When ChatGPT searches the web, it finds those. Correct your site, Google Business Profile, Apple Business and Bing Places first, then the directories. If the answer lists no sources, it may come from training memory, which changes only with a newer model.
No. Google says not to create a new Business Profile because of a change in physical location or ownership. Edit the address on the existing profile instead. Google says reviews move automatically when you relocate and keep the same business name, though some categories, such as hotels, may be handled differently.
Not on its own. Google warns against changing a page's date when the content has not substantially changed. Update the facts themselves, then the date. Ahrefs found ChatGPT leans toward newer content more than other engines, so genuinely updated pages can help there, but the old copies elsewhere still need correcting.
Mark the location permanently closed in Google Business Profile rather than deleting it, update Apple Business and Bing Places, and redirect its page on your site to a current one. Google says a closed profile may still appear but clearly shows the business is closed, which gives AI engines an unambiguous signal.
You cannot edit what a model learned in training. You can change what it finds when it searches: an About page naming the current owners, updated listings, and corrections or editor's notes on old articles. Use the thumbs-down button to report the answer too. Answers from live search usually update before answers from model memory.
There is no fixed timeline. Engines that search the live web can reflect a corrected page once they recrawl it, while older copies on other sites keep competing until they are updated too. Publish dated price ranges, remove old offers from your site, and recheck the same questions monthly.
Keep reading
- Freshness, measuredDoes Content Freshness Matter for AI Search? The Evidence and the FolkloreWhat the data says about fresh content and AI citations, which engines care, why bumping dates fails, and how to keep the facts current.
- Wrong hours, wrong numberAI Has My Hours, Address or Phone Number Wrong: Trace the Source and Correct ItGemini, ChatGPT or Siri giving out old hours, a dead number or your last address? Find which listing it copied and fix it at the source, engine by engine.
- One business, one identityEntity Optimization for AI Search: Make Your Business One Clear ThingHow AI engines decide who your business is: knowledge panels, Wikidata realities, sameAs, consistent name, address and phone, and Organization markup.
- Engine guide: GeminiHow to Get Recommended by Gemini: Maps Data, One Robots.txt Token and Your Own SiteHow the Gemini app picks businesses: Google Maps data, the Google-Extended token, Business Profile and your site. Steps to check, fix and track Gemini.
- When ChatGPT picks themChatGPT Recommends My Competitor Instead of Me: Find What It Read and Change the AnswerChatGPT names the shop across town instead of you. See which sources it cited, why they favor the rival, and the steps that change the answer.
- Reading the studiesBrand Mentions vs Backlinks for AI Search: What the Studies Actually ShowDo brand mentions beat backlinks in AI search? What the Ahrefs and Seer studies measured, what they did not, and where correlation ends and cause begins.
- Everything in AI Search FixesSee the section
Find every place the old facts live
Tell us what the AI got stale and what is true now. We will trace which sources each engine is reading and send a cleanup list in order of impact.
Which of these sounds like you? (pick any)
Rather talk now? Call (210) 346-0848.