The model doesn't need to hallucinate if you publish contradictory information.
You don't own your brand's AI answer. You own its inputs.
My latest in @ForbesTech: forbes.com/councils/forbeste…
Joined the Forbes Technology Council. First piece is out:
Before you invest more in AI, build a semantic data layer. Models will keep changing. A machine-readable understanding of your business will not.
forbes.com/councils/forbeste…
Most AI SEO strategies are still tactical. More content. Better prompts. More AI visibility dashboards.
GEO/AEO tools measure visibility, not understanding. Brands will win with Knowledge Infrastructure with governed entities and reusable semantic data.
schemaapp.com/schema-markup/…
We’re prototyping NLWeb + WebMCP and it’s starting to click.
It changes the game from AI reading websites to AI working with them. Structured data becomes an interface, not just the output.
Feels like a shift in how the web will operate.
AI agents are the new browsers. If your brand isn’t machine-discoverable, you’ll disappear from the agentic web.
Here’s how to stay visible → schemaapp.com/schema-markup/…
We’re excited to announce that Schema App has achieved our SOC 2 Type II compliance! 🔒
This achievement further proves our commitment to protecting our customers' data.
Thank you to @trustvanta and @johansongroup for guiding us through this process.
"All of the value in the market is going to go to chips and what we call the Ontology. The Ontology allows you to take an LLM, use it, refine it, and impose it on your enterprise."
#Palantir CEO Alex Karp in conversation with @joshuahlipton at #AIPCon: finance.yahoo.com/video/pala…
Even more Gooogle structured data search features, now its Organization!
“Google ... use markup in knowledge panels and other visual elements (such as attribution), which helps users more easily find your organization's details on Google Search.”
Today we're expanding our support for Organization markup, including validation support in the Rich Results Test. In addition to logo markup, you can now provide other organization details for use in knowledge panels, like address, contact information, and various business identifiers. Learn more: developers.google.com/search…
ALT An illustration of a knowledge panel in search results
I think their documentation is not up to date entirely yet. This is how to author the organization structured data. But they show no required properties
What's more noteworthy, is that is the 5th new feature this quarter: Course Info, Vehicle Listing, Discussion Forum, Profile Page, and now Organization! :)
Today we're expanding our support for Organization markup, including validation support in the Rich Results Test. In addition to logo markup, you can now provide other organization details for use in knowledge panels, like address, contact information, and various business identifiers. Learn more: developers.google.com/search…
ALT An illustration of a knowledge panel in search results
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So much happening in Google I/O & @KGConference this week. Hard to attend both but glad to have watched @TheodoraPetkova present a great talk Linked Data and Content Now! Totally agree with Dialogic loop, I'm keen to use schema.org/docs/actions.html to define the interfaces.