Local businesses have a second grounding layer that page copy alone never reaches: the entity facts (name, address, phone, hours, category, credentials) that AI systems reconcile from your listings, your site's structured data, and third-party directories before they decide whose facts to trust in a location answer. Microsoft states directly that registering with Bing Places for Business keeps key details current and eligible for inclusion in AI-generated responses, and Google confirms that more reviews and positive ratings help local ranking. Neither guarantees a citation. But conflicting or missing facts across your profiles guarantee an AI system has a reason to skip you. This is the checklist that makes your business's facts consistent, complete, and machine-readable, so you stay eligible to be the source an AI answer names.
A location answer is grounded in facts, not paragraphs. When an AI system answers "best dentist near me" or "emergency plumber in Sherwood Park," it is not summarizing your homepage. It is reconciling a small set of entity facts about your business (name, address, phone, hours, category, credentials, service area) from every place those facts appear. The facts have to agree with each other before an AI system will trust any of them enough to name you.
Local search runs on facts, not just pages
The most important thing about your business, to an AI answer, is whether its facts line up. Microsoft says this plainly: for local businesses, accurate business information is especially important when AI experiences surface answers to location-based queries. That is a different job from writing better page copy. It is about your identity, stated the same way everywhere a machine can read it.
The flagship in this series showed ranking and citation are two separate scoreboards: which page a human visits, and which passage an AI system trusts as evidence. For a local business there is a layer underneath both. Whether your identity facts are consistent and complete across Google, Bing, your own site, and the directories that feed them. Rewriting a paragraph does not fix a phone number that reads three different ways across three profiles. This article is the checklist for that layer, and it stays deliberately clear of the crawler-access and copy-rewriting work the other pieces cover.
Microsoft ties Bing Places straight to AI answers
Microsoft connects a Bing Places listing directly to AI answer eligibility. In its February 2026 AI Performance guidance, Microsoft tells businesses they can register with Bing Places for Business to help ensure key details such as address, hours, and contact information remain current and eligible for inclusion in AI-generated responses. That is a search platform stating, in its own words, that a maintained listing is an input to what its AI surfaces say.
The listing is free and easier to get than it used to be. The rebuilt Bing Places for Business launched in October 2025, the portal now lives at www.bing.com/forbusiness, and it can import your listing straight from Google, carrying over your business name, hours, and contact details in one step. If you already maintain a Google Business Profile, the Bing side is close to a copy-paste.
Hold one honest boundary here. Bing's AI Performance reporting covers Microsoft Copilot, Bing's AI-generated summaries, and select partner integrations. It does not cover ChatGPT. A Bing Places listing helps you across Microsoft's own AI surfaces and the partners it feeds; it is not a lever aimed at ChatGPT specifically. That is still a large and growing surface worth claiming, and the discipline of stating your facts cleanly pays off on every other surface too.
Google scores local on relevance, distance, and prominence
Google ranks local results on three factors it names outright: relevance, distance, and prominence. Relevance is how well your profile matches the search. Distance is how far you are from the searcher. Prominence is how well-known your business is, which Google builds partly from information across the web (links, articles, directories) and partly from your review count and score. You cannot move distance. You can move relevance and prominence, and both run on completeness.
Google's own advice for local ranking is to complete and verify your profile, keep your hours accurate, add your real categories, and post photos. Then it points at reviews.
Read Google's honesty line next to that, because it kills a whole category of bad advice: there is no way to request or pay for a better local ranking on Google. The lever is a complete, verified, accurate profile with real reviews, not a payment. That is the same profile an AI system reconciles against when it builds a location answer, which is why filling it out completely is a citation move as much as a ranking one.
Your website must state the same facts a machine can read
Your listings are only half of it. Your own site has to state the same facts in a form a machine reads without guessing, and that is what LocalBusiness structured data does. Google's spec requires only two properties, name and address, and recommends the ones that make you unambiguous: geo coordinates (at least five decimal places), telephone, url, openingHoursSpecification, and priceRange. Use the most specific subtype that fits rather than the generic one: Dentist, AutomotiveBusiness, and so on, so the category is explicit instead of inferred.
This is not copy rewriting. It is putting your facts in a labeled box so the numbers on your contact page and the numbers on your listings are provably the same business. Then tie your profiles together with an Organization sameAs property. sameAs is the URL of a page on another site with more information about your organization, and Google uses it to disambiguate your organization in search results. Point it at your Google Business Profile, your Bing Places listing, your real social profiles, and your directory pages. Each link is a thread stitching scattered mentions into one entity an AI system can resolve to you.
One trap to avoid: do not mark up your own star rating on your own site. Google recommends aggregateRating and review structured data only for sites that review other businesses, not for a business scoring itself. Self-applied rating markup risks a manual action, and it does nothing that your real reviews on Google and third-party directories are not already doing honestly.
The checklist
Nine items, grouped by the signal each one feeds. Work top to bottom; every line pairs the action with the reason an AI system uses it.
| Signal | What to do | Why an AI system uses it |
|---|---|---|
| Listing | Claim and complete Google Business Profile and Bing Places | Registered listings keep your core facts current and eligible for inclusion in AI answers |
| NAP | Make name, address, phone identical everywhere | Matching facts leave one business to resolve, not three to reconcile |
| Schema | Add LocalBusiness structured data with the most specific subtype | States your facts in a labeled form the crawler does not have to infer |
| sameAs | Link your profiles from your Organization schema | Stitches scattered mentions into a single entity Google can disambiguate |
| Reviews | Earn real reviews and respond to them | Review count and score feed local prominence and the trust an answer leans on |
| Freshness | Update listings the day a fact changes; ping IndexNow | Keeps AI experiences reading current hours and details, not stale ones |
| Credentials | State licenses, certifications, and service area in plain text | Checkable proof points are exactly what an answer can lift and attribute |
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Claim and complete both listings. Claim your Google Business Profile and your Bing Places for Business listing, and fill every field: categories, hours, phone, website, service area, photos. Microsoft ties a complete Bing Places listing to eligibility for AI-generated responses, and Google ties a complete profile to local ranking.
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Make your NAP identical everywhere. Your business name, address, and phone number should read the same, character for character, on your site, Google, Bing, and every directory. Conflicting facts hand an AI system a reason to trust someone else's.
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Pick the most specific category. Choose the narrowest accurate category on each listing and the most specific LocalBusiness subtype in your schema. "Dentist" resolves cleaner than "medical business."
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Add LocalBusiness structured data to your site. Name and address at minimum; ideally geo coordinates, telephone, url, and openingHoursSpecification too, so your contact page states its facts in a form a machine reads without guessing.
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Link your profiles with sameAs. Add an Organization sameAs list pointing at your Google, Bing, social, and directory profiles, so scattered mentions resolve to one entity instead of several half-matches.
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Earn and answer reviews. More real reviews and positive ratings help local ranking, and responding shows you value feedback. Do not fabricate reviews, and do not mark up your own rating on your own site.
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State your credentials as facts. Put licenses, certifications, associations, and your exact service area in plain text on the page. These are the checkable proof points an answer can lift and attribute to you by name.
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Keep it fresh. Update every listing the day a fact changes, from holiday hours to a new phone line. IndexNow (indexnow.org) is Microsoft's recommended way to push content and listing changes quickly across search and AI experiences.
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Audit the directories that repeat you. Fix your name, address, and phone on the third-party directories that already list you. AI systems reconcile across them, and one old address on a stale profile can outvote the correct one on your site.
What this checklist does and does not do
This checklist makes you eligible and easy to cite. It does not guarantee a citation. Consistent, complete, machine-readable facts remove every reason an AI system has to skip you, and they put your details in front of the surfaces Microsoft and Google say they feed. Whether a given answer names you still depends on the query, the competition, and the passage the system chooses, which is the ranking-versus-citation split the flagship laid out.
Be honest about one item in particular. NAP consistency is long-standing best practice, not a factor Google publishes in its local ranking documentation. It belongs on the list because conflicting facts demonstrably give engines and AI systems something to disagree about, and clean facts cost nothing to maintain. Treat it as hygiene, not as a dial that pushes you up a ranking.
The pattern underneath the whole list is the one from the flagship: ranking and citation are separate outcomes. Completeness helps both, but it helps citation in a way that is newly visible and mostly unclaimed. The local businesses that reconcile their facts now will be the ones an AI answer can name without hesitating.
If you want a second set of eyes on how your facts read across Google, Bing, your schema, and the directories, ask us. It is the kind of audit our local SEO practice runs on every client. We are an Edmonton agency, founded in 2010, and we watch this layer on 33 businesses at once. Run the check before an AI answer picks whose facts to trust.