The schema that matters for AI search is the schema that restates, in machine readable form, something already visible on the page: an Article block with a real author and honest dates, an FAQPage block whose questions match the headings word for word, and an Organization or LocalBusiness block that agrees with your Google Business Profile. Everything else is decoration. Google's guidance on AI features says no special structured data is required for AI Overviews or AI Mode and gives one schema instruction: make sure it matches the visible text. Bing says schema helps its language models understand a page. Schema is a corroboration layer, not a ranking lever.
We tested that against our own site first, and one of the four types we rely on turned out to be saying almost nothing.
What did we find when we read our own schema?
On 4 September 2026 we parsed every JSON-LD block on the 126 HTML pages of vridhiidigital.com. All of it validated, which is the least interesting finding. FAQPage sits on 101 pages and carries 351 questions between them. Article or BlogPosting sits on 98 pages, BreadcrumbList on 94, LocalBusiness on 5. When we checked whether each FAQ question actually appears in the visible text of its page, 349 of 351 did. The two that failed were an apostrophe and a dropped rupee symbol, both fixed the same afternoon.
The Article blocks were the problem. 97 of the 98 carry a dateModified field, because the template writes one, and exactly 1 of the 97 shows a date that differs from datePublished. That one is our entity consistency audit from 21 August, updated three days later after the tracker changed. On the other 96 pages the updated date is the published date copied across. We have told clients since 9 August that a visible updated date is a recency signal, and on our own site the field is true on one page. Not false anywhere, but inert.
Does AI search actually read schema?
Partly, and less than the agencies selling schema packages imply. Three dated statements settle most of the argument.
On 8 August 2023 Google announced it would stop showing FAQ rich results for anything except well known government and health sites (source: Google Search Central blog, 8 August 2023). The visible reward for FAQ schema in classic search ended that day. Google's AI features documentation, updated 10 December 2025, then stated there are no additional requirements and no special schema.org markup needed for AI Overviews or AI Mode, while listing among its best practices that structured data must match the visible text on the page (source: Google Search Central, AI features and your website).
Bing went further. At SMX Munich in March 2025, Fabrice Canel, who runs crawling for Microsoft Bing, said on stage that schema markup helps Microsoft's language models understand content, and that generative systems treat freshness as a cross check against their training data (source: Search Engine Land, March 2025). Copilot and a share of ChatGPT search draw on the Bing index, so the statement carries beyond Bing. OpenAI, Anthropic and Perplexity have made no equivalent public statement.
Read together, the picture is consistent. Schema does not get a page retrieved; headings and the first sentence under them do that, as we covered in why AI search quotes your blog and skips your service page. Schema helps a system confirm what it has already retrieved: who wrote this, when, for which business, at which address. Confirmation turns a retrieved page into a cited one.
Which four types earn their place?
Article, with a person as the author. Name, job title and a URL that resolves. The author entity is what an engine checks across your LinkedIn, your directory profiles and your other posts, so the name has to be written identically everywhere. The dates need to be true rather than present.
FAQPage, mirrored exactly. The question in the schema is the h3 on the page. The answer is the paragraph beneath it, ideally inside the 25 to 45 word band we measured in our guide to writing an FAQ that AI search actually quotes. The rich result is gone, but the block still hands a machine a clean question and answer pair.
Organization or LocalBusiness on the pages that represent the business. Home, contact, services and any locality page. Name, address, area served, and sameAs links to the profiles you control. This is the machine readable half of the entity consistency problem, and it only works if your Google Business Profile and directory listings say the same thing. Five of our pages carry it, and that number is right; a LocalBusiness block on a post about D2C pricing helps nobody.
BreadcrumbList. Cheap and useful. It tells a system where the page sits, which matters when a business has a Kompally page, a Kapra page and a north Hyderabad hub and an engine is choosing which one answers a Kompally question.
Which schema is decoration?
Anything that claims something the page does not show. Self authored Review and AggregateRating blocks are the obvious case, and Google's structured data policies treat them as a violation. HowTo lost its rich result in September 2023. Service and Offer blocks stuffed with every keyword an agency sells are read as a list, and a list of thirty services describes nobody.
The quiet one is a dateModified field that moves without the copy moving. Google's byline date guidance asks that dates change only for substantive edits, and Bing has said freshness is used as a cross check. A site where every page reports a fresh modification and none of the text has changed is teaching the engines to ignore its dates. Our own field is the opposite failure, a date that never moves, and the fix for both is the same discipline: the date changes when the substance does, and the visible line under the title changes with it.
What are we changing on our own site?
Three things, starting today. The two mismatched FAQ questions are corrected so the count reads 351 of 351. The four posts from May that predate the FAQ rule get a question block when they reach the refresh queue, not before, because a block bolted onto unchanged copy is exactly the decoration described above. And the refresh queue becomes the only thing that moves dateModified. When we rewrite the B2B agency listicle, which is next in line, the date will change for a reason and the visible updated line will match it.
How do you check your own site in twenty minutes?
Open the page you most want cited, view the source, and search for ld+json. Paste each block into validator.schema.org. Almost everything validates, so then ask three questions the validator cannot. Does every FAQ question appear on the page in the same words? Does dateModified reflect an edit a reader could find? Does the address in the LocalBusiness block match your Google Business Profile character for character, including the pin code? Any no is a place where the schema is arguing with the page, and an engine that finds the argument trusts neither side.
Key takeaway: On 4 September 2026, 349 of the 351 FAQ questions in our schema matched the page, and 1 of 97 modification dates did. Schema that restates the visible page earns a citation. Schema that says something the page does not, including a fresh date on stale copy, teaches the engine to distrust you. Mirror the page, keep the dates honest, and stop buying schema packages.
This is one chapter of the Marketing Operating System we run for every client, the part where the machine readable layer is checked against the human readable one every week rather than once at launch. If you want that layer handled properly, our SEO and AIO services for Hyderabad businesses cover the schema, the entity record and the weekly citation tracking, and the wider picture of who sells this in the city sits in our guide to GEO agencies in Hyderabad. If you would rather have a team handle this, Vridhii Digital builds growth systems for founders who care about results. Message us on WhatsApp with the URL you want read first.
Frequently asked questions
My developer added schema to every page last year. Is that enough?
Only if it still matches the pages. Schema written once and never re-read drifts: a moved office, a renamed service, an FAQ answer that was rewritten on the page but not in the block. Re-check the three types that matter every quarter, and any time the visible copy changes.
Should I remove the FAQ schema now that Google does not show the rich result?
No. Google said in August 2023 there is no need to remove it, and Bing has since said schema helps its language models. Keep it, mirror the visible questions exactly, and keep each answer inside the 25 to 45 word band so the paragraph itself is quotable.
Can I put Review or star rating schema on my own service pages?
Not for reviews of your own business written by you. Google's structured data policies treat self serving reviews as a violation, and an engine that sees a five star block with no matching public reviews has a reason to distrust the rest of your markup too.
What should the updated date show if I only fixed a typo?
Leave it. Google's byline date guidance reserves updated dates for substantive changes, and Bing uses freshness as a cross check. Move the date when a reader could point to what changed, and make sure the visible line under the title moves with the schema field.