Data study · Entity markup machines use to identify a brand
Only 2.5% of Homepages With Organization Markup Use knowsAbout to Tell Machines What the Business Knows
Of 233,602 top-1M homepages with Organization or LocalBusiness markup, 5,908 (2.5%) include knowsAbout and 12,165 (5.2%) include areaServed. Just 6.6% use any of knowsAbout, areaServed or hasOfferCatalog.
Analysis of 233,602 homepages with Organization or LocalBusiness JSON-LD, top 1M sites · HTTP Archive, October 2026
Key findings
- 1
2.5% of homepages with Organization markup (5,908 of 233,602) use knowsAbout to list topics the business is expert in.
- 2
areaServed, which tells machines where a business works, appears on 5.2%; hasOfferCatalog, which lists services or products, on 1.0%.
- 3
Only 6.6% (15,386) use at least one of knowsAbout, areaServed or hasOfferCatalog.
- 4
Local business types use them more: 16.0% of homepages typed as a LocalBusiness subtype include at least one, against 4.0% of plain Organization or Corporation markup.
- 5
Top-1,000 sites are no better: 4.5% use any of the three, close to the 6.6% seen among sites ranked 100,001 to 1M.
Summary
Ask an AI assistant for "a roofer in Franklin who handles insurance claims" and it has to work out which businesses do that work, in that place. A roofing company's homepage markup could say exactly that, with areaServed for the towns it covers and knowsAbout for its specialties. Most do not.
Schema.org gives organizations a handful of properties that describe expertise and scope rather than identity. knowsAbout lists subjects the organization knows. areaServed names the places it serves. hasOfferCatalog lists the services or products it offers. These map closely to the questions people ask AI engines.
Across 233,602 top-1M homepages with Organization markup, only 2.5% use knowsAbout and 6.6% use any of the three.
What we measured
We parsed the rendered JSON-LD on every top-1M homepage in the October 2026 HTTP Archive mobile crawl, walking nested objects and @graph arrays. We kept homepages with at least one Organization-type node (Organization, Corporation, LocalBusiness and subtypes, OnlineStore and similar) and recorded which properties those nodes carry.
This is a property-level count. A homepage counts as using a property if any Organization-type node on it includes that property, whatever its value. Business type groups come from the Organization-type names the page declares (news media, education, online store, LocalBusiness subtypes, or plain Organization and Corporation, checked in that order).
Expertise and service properties are rare
We counted nine properties that describe what a business does, knows or has earned.
% of homepages (N=233,602)
| Property | Homepages | Share % |
|---|---|---|
| areaServed | 12,165 | 5.2 |
| knowsAbout | 5,908 | 2.5 |
| slogan | 4,985 | 2.1 |
| hasOfferCatalog | 2,342 | 1 |
| knowsLanguage | 1,675 | 0.7 |
| award | 1,367 | 0.6 |
| memberOf | 1,231 | 0.5 |
| makesOffer | 866 | 0.4 |
| hasCredential | 564 | 0.2 |
Source: aisearchoptimization.net analysis of 233,602 homepages with Organization or LocalBusiness JSON-LD, top 1M sites · HTTP Archive, October 2026
areaServed is the most used of the group and still appears on about one homepage in twenty.
Local businesses and schools use them more often
Businesses that choose a specific type also tend to fill in more detail.
| Declared type | Homepages | knowsAbout % | areaServed % | hasOfferCatalog % | Any of the three % |
|---|---|---|---|---|---|
| Education | 3,600 | 9.6 | 15.1 | 5.5 | 21.3 |
| Online store or online business | 8,673 | 7 | 15.6 | 3 | 18.6 |
| Local business types | 31,051 | 4.4 | 13.9 | 3.4 | 16 |
| News media | 6,967 | 6.1 | 6.6 | 0.1 | 10.4 |
| Organization or Corporation | 183,311 | 1.7 | 3 | 0.4 | 4 |
Source: aisearchoptimization.net analysis of 233,602 homepages with Organization or LocalBusiness JSON-LD, top 1M sites · HTTP Archive, October 2026
Generic Organization or Corporation markup, which makes up 78.5% of the sample, uses these properties least.
Rank makes little difference
Unlike most markup features, expertise properties are no more common on the biggest sites.
| Rank bucket | Homepages | knowsAbout | areaServed | hasOfferCatalog | Any of the three % |
|---|---|---|---|---|---|
| Top 1,000 | 266 | 7 | 8 | 0 | 4.5 |
| 1,001 to 10,000 | 2,357 | 75 | 103 | 16 | 6.6 |
| 10,001 to 100,000 | 19,927 | 606 | 1,008 | 167 | 6.9 |
| 100,001 to 1M | 211,052 | 5,220 | 11,046 | 2,159 | 6.6 |
Source: aisearchoptimization.net analysis of 233,602 homepages with Organization or LocalBusiness JSON-LD, top 1M sites · HTTP Archive, October 2026
That leaves the field open for smaller businesses to describe themselves more fully than larger competitors do.
What this means
Add areaServed with the cities, counties or regions you actually serve, knowsAbout with the specific topics and services you are expert in, and a hasOfferCatalog listing your main services. Keep the wording consistent with your service pages so the markup and the visible content agree. These three properties are some of the cheapest SEO for AI search you can do on a homepage.
These properties answer the same who, what and where questions people type into AI assistants. If you want to know whether assistants already connect your business to the right services and places, start with a free AI visibility audit.
Limits
Homepages only; service pages may carry these properties instead.
We count presence, not quality. An areaServed value of a whole country counts the same as a precise city list.
Search engines do not document how much weight these properties carry, and we make no claim about ranking effects.
Business type comes from declared schema types, which some sites set loosely.
Embed this research
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<iframe src="https://aisearchoptimization.net/embed/data-studies/knowsabout-areaserved-business-markup" title="Only 2.5% of Business Markup Says What a Company Knows" width="100%" height="720" style="border:0" loading="lazy"></iframe>
Cite this study
APA
Grenyo, K. (2026). Only 2.5% of Business Markup Says What a Company Knows. AI Search Optimization. https://aisearchoptimization.net/resources/data-studies/knowsabout-areaserved-business-markup
Plain link
Only 2.5% of Business Markup Says What a Company Knows - AI Search Optimization - https://aisearchoptimization.net/resources/data-studies/knowsabout-areaserved-business-markup
Frequently asked questions
What is knowsAbout in schema markup?
A property on Organization or Person that lists topics the entity is knowledgeable about. Only 2.5% of top-1M homepages with Organization markup use it.
How common is areaServed?
areaServed appears on 5.2% of homepages with Organization markup overall and on 13.9% of homepages that declare a LocalBusiness subtype.
Do big brands use knowsAbout?
Rarely. 7 of 266 top-1,000 homepages with Organization markup (2.6%) use knowsAbout, about the same rate as smaller sites.
Which properties should a local business add first?
areaServed and a hasOfferCatalog of services, then knowsAbout for specialties. Each should match what the visible pages say.
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