AI search and entity SEO makes your business easy for search engines and AI assistants to identify and describe correctly. Google says there are no extra requirements or special optimizations for AI Overviews or AI Mode; a page must be indexed and eligible to show with a snippet. So the work is entity clarity, consistent facts and clear answers.
What Google says about AI features
Google's documentation on AI features is unusually direct. It says there are no additional requirements to appear in AI Overviews or AI Mode, and no special optimizations are necessary. To be shown as a supporting link, a page has to be indexed and eligible to be shown in Google Search with a snippet. No special schema markup and no special AI text files are required, and structured data should match the visible text on the page.
That rules out a lot of what is being sold as AI optimization. It also tells you where to focus: a site Google can crawl and index, a business it can identify without doubt, and pages that answer questions clearly. Traffic from these features is counted in the Search Console Performance report under the Web search type, so it is not a separate channel to buy into.
Entities: making sure machines know who you are
An entity is a thing a search engine can identify as one distinct object: a business, a person, a place. AI systems summarize entities, so if your business looks like three slightly different businesses across the web, the summary gets blurry or wrong. Entity work means:
- One exact business name, matching your sign and your Google Business Profile.
- One phone number and one website URL used everywhere.
- A clear About page stating what you do, who you serve and where.
- Organization or LocalBusiness structured data that matches the visible page, built with our schema markup service.
sameAslinks to the profiles that genuinely belong to you.
Consistent facts across the web
Assistants pull from many sources at once: your site, your Business Profile, directories, review sites and local press. Conflicting facts between those sources are a common cause of wrong answers. We build a single fact sheet, then compare every major source against it.
| Fact | Where it must match | Typical conflict |
|---|---|---|
| Business name | Site, Business Profile, Bing Places, directories | Old name or a keyword-stuffed variant |
| Phone | All of the above | Tracking number in one place, main line in another |
| Hours | Site, Business Profile, Bing Places | Seasonal hours updated in one place only |
| Services | Service pages, profile categories and services | Discontinued services still listed |
| Service area | Site copy, profile service area | Areas you no longer serve |
Seasonal Naples businesses are especially exposed: winter hours on the website, summer hours on the profile, and an assistant repeating whichever it found first. Directory fixes run through our citation cleanup process.
Clear answers on your pages
Pages that answer a real question in the first two or three sentences are easy to quote, for people and for software. We rewrite key service pages so each one opens with a direct answer, follows with specifics such as process, timing and service area, and uses headings that match how customers actually ask. Visible FAQs still help readers and assistants, but we do not sell FAQ schema as a rich result: Google stopped showing FAQ rich results in Search in May 2026. Pages also need to be crawlable and fast enough to render, which ties back to a technical SEO audit.
Bing, Copilot and the other assistants
Google is not the only index that matters. Microsoft Copilot draws on Bing, so a site Bing has not crawled is invisible there. We verify the site in Bing Webmaster Tools, submit sitemaps, check for crawl errors and claim Bing Places for the business. We also check the robots.txt rules that control which AI crawlers can access the site and confirm they reflect your choice, not an accidental default. Google's documentation notes that Google-Extended controls use of content for Gemini training and grounding, separate from normal Search indexing.
Tracking AI mentions honestly
There is no complete dashboard for AI answers yet, so we keep the method transparent. Each month we run a fixed set of prompts that real customers would ask, across Google AI Overviews and AI Mode, Copilot and major chat assistants, and log whether your business is mentioned, linked and described correctly. We record the date, prompt and answer so changes are traceable. We pair that log with Search Console data, because that is where Google counts AI feature clicks. We do not invent an AI visibility score.
About llms.txt
llms.txt is a proposed file that lists a site's key pages in a format meant for language models. It is a proposal, not a standard, and Google's AI features documentation says no special AI text files are needed. We can add one if you want it, since it is quick to add and harmless, but we will not present it as a ranking or visibility lever.