I’m sure you’ve noticed that while sometimes the AI overview gives you exactly the information you need, other times, you know what it’s saying can’t be true. Which leads you to think, where did it get this completely wrong information? And why did it select that information to answer my question? Now let’s take this up a level: you decide to check in on your business’s digital health by asking a question about your company. Once again, what you see is, if not completely inaccurate, certainly not the information you want front and center on the AI overview. Now the question of why did AI select this information to represent my business is even more urgent. And luckily for you, there is an answer. Even better, there’s also a solution.
Consensus of Truth
When AI is generating an answer to a question, it crawls a bunch of different sources and then compiles the information. This represents a “consensus truth” which is not necessarily a correct or accurate truth. What’s good about this is that, for the most part, AI isn’t just making up the answer; it’s sourcing the answer. If the information in the AI overview is wrong, it’s probably because the information across the internet is inconsistent, outdated, and wrong. If you can get to the source of the incorrect information or outweigh the incorrect information with correct information, you can start to shape the response and fix the misrepresentation of your business.
The problem at hand, having incorrect information about your business in an AI overview, is due to a complete shift in how we are using the internet now, so the solution also has to be a complete shift in how we represent ourselves on the internet now. In the rest of this article, I’m going to walk you through how to take control of your digital identity management strategically to get the best results and maximize your time spent.
Not all data is created equal in the eyes of AI, but all data is up for grabs. This is important because if outdated or incorrect information is out there, it can show up in the AI response, but if stronger sources all align on a different, unified piece of information, that is more likely to become the “consensus truth” and be selected by the engine as the sharable information.
The NAP Rule
As you begin this data accuracy effort, remember the NAP Rule: Name, Address, Phone number. It’s extremely important to keep these three data points accurate across the web. Even small differences in how you share the information can confuse AI. We would recommend standardizing things such as “Suite” vs “STE” vs “#” across the internet so that AI portrays you consistently. Start by making sure this information matches across your website, major directories, and social media accounts.
Remember that the purpose of getting your NAP correct across various platforms is not only to ensure that AI can recite your NAP information accurately, but it also signals to AI which platforms are up-to-date on your business. Imagine having tons of great reviews on Yelp, but your address is slightly off there. AI could use the inaccurate address as a signal that the Yelp profile is not really your business, or it could weigh Yelp as the source of truth and discredit some of the other sources that differ from the address on Yelp. Either way, it would be a bummer for AI to not consider all of the amazing data about your business on your website, social media, or directory pages, as it paints a picture of your business in its response simply because of a mismatched address.
So now that we know what data is worth correcting, how do we know which sources are the stronger sources, and how do we get their information aligned?
The “Wall of Truth”:
There are sources that AI trusts more than others. We can consider these the “Tier 1 citations” that form the foundation of AI trust in 2026. If we can align the data on these platforms, we can strongly influence the “consensus of truth” that AI will share in its response.
The following are considered the “Big 5” of these “Tier 1 citations”:
- Google Business Profile
- Apple Business
- Yelp for Business
- Bing Places for Business
- Facebook Business
What we generally see is that if your business’ data in these 5 platforms is correct and consistent, AI will correct itself and share accurate information in its summaries. Consistency equals credibility in the metaphorical eyes of the AI engines, and these 5 platforms are the place to start. Use the NAP rule to get the Big 5 up to date.
Take advantage of other fields and features available on these platforms where you can define your business and let AI get to know more about you. For example, your Google Business Profile allows you to provide a description about your business. If you don’t provide one, an AI summary will be generated for you. But Google will prioritize your owner-written summary over an AI-written summary, which gives you more control over how your business is defined. Additionally, uploading high-quality photos to Yelp and other platforms not only helps you perform significantly better on those platforms but also gives AI the opportunity to formulate better information about your business for its responses.
AI is going to define your business whether you want it to or not. The more information you give it that aligns with how you want it to portray your business, the more influence you will have over the type of response AI generates about you.
As you start to wrap your mind around how AI builds its responses, it’s important to know what AI values in the Big 5 sites. Google and Apple are both highly credible platforms that AI views as being sources of authority. Authority, credibility, and trust are the building blocks of AI citations. Yelp is another platform that is viewed as being extremely credible by AI. And while you may be frustrated with the haters that leave reviews on Yelp, there are strict guidelines on Yelp that have helped maintain their online credibility, leading to their position on the Big 5 list. Bing Places feeds Bing search results, but it also feeds Amazon Alexa and DuckDuckGo results so it’s an important one to keep on your radar. And finally, Facebook is viewed as the social signal in the AI algorithm. If your information is accurate on Facebook, it’s validating your social credibility in a way that other platforms can’t.
Senior-Care-Specific sources:
AI values information found on high-trust websites. The “Big 5” are websites that are highly trusted by AI, but so are other types of websites, such as medical authorities and government data. In the senior care world, whether you’re a skilled nursing facility or a physical therapist, there are other “Tier 1 citations” out there that you will want to validate for the accuracy of your information.
- Medicare.gov (Care Compare)
- Healthgrades & Vitals
- SeniorHousingNet & Seniorly
- NPI Registry
- A Place for Mom / Caring.com
These sites are particularly important in this industry because they are sites that AI will use to learn industry-specific details about your business like if you are a Skilled Nursing Facility or an Assisted Living Facility. If those details are wrong on the “Tier 1 citations,” the chances are pretty high that the AI response will include incorrect information about your business. Not only that, many other directories and sites across the internet use these platforms as their source for the information they share on their site, so phantom inaccuracies can often be fixed by cleaning up the source of the dirty data.
If you’re noticing that the AI engines are still “hallucinating” or misrepresenting your business after you’ve corrected the sources discussed so far, there are a few more edits we can make. Start by checking “Data Aggregators.” Sites like Data Axle and Neustar Localeze also feed data to thousands of smaller directories. If AI is pulling a very obscure wrong fact, it’s likely coming from one of these databases. An error there can spread everywhere so they’re not insignificant sources even if they aren’t considered “Tier 1 citations.”
Getting the Big Picture:
Don’t forget to invest in your own website. Structuring your website for AI can help ensure that you show up in AI responses when your potential customers go looking for your services.
This period of change in the way we use the internet can be confusing to navigate, especially when you’re a business owner. AI is pushing businesses to audit their internet history and legacy. If incorrect info is out there, it can and will be used. It’s important to remember that AI will define your business whether you want it to or not, so those who start taking control of their data now will have a much easier time “winning” as our relationship with AI engines grows and evolves.
Now, you might be thinking, “Wow, this is a lot to keep up with. I don’t have time for this.” We get it, at InyoCare. Our goal is to equip you with the information you need to take control of your digital footprint, and when you don’t have the bandwidth to do it yourself, we’re happy to step in and help. Visit our Profile Management page to learn more about how InyoCare can help you with this effort. AI is forcing you to audit your past and your presence, and we’re here to help.
Summary:
Ensuring accuracy and consistency of the information about your business on the internet can help ensure that AI responses represent you accurately. If AI responses are getting information wrong about your company, it typically means there’s some lingering incorrect information out there somewhere on the web. Make sure your Name, Address, and Phone number are correct across Google Business Profile, Apple Business Connect, Yelp, Bing Places, and Facebook. After that, focus on maintaining accuracy across industry-specific directories, your personal website (don’t forget any outdated, lingering pages), and other social media accounts.