Does Explainery Consulting serve businesses in my area?

Yes. Explainery Consulting is based in Centerville, Ohio, and serves businesses in the Dayton, Columbus, Cincinnati, and Indianapolis metro areas with both in-person and virtual consulting. We also work with clients across the United States and internationally.

AI Discoverability & Schema Markup | Heather Nianouris

The Landscape

Search Has Changed. Most Businesses Haven’t Caught Up.

A year ago, almost all of your web traffic came through one door: Google’s blue links. That door is still open, but it’s no longer the only one.

AI tools are now answering search queries directly. When someone asks ChatGPT “who does AI consulting for small businesses in Ohio,” it doesn’t return ten blue links. It names specific companies. It summarizes what they do. It recommends them — or doesn’t.

Google itself has changed. AI Overviews now sit above the traditional results, pulling structured answers from sites that are formatted for extraction. If your content isn’t structured for that, you’re below the fold before the page even loads.

The businesses that show up in these new channels aren’t necessarily the best. They’re the ones whose sites are built so AI can actually read, understand, and cite them. Schema markup. Structured content. Technical signals that most small business websites don’t have.

This isn’t a future problem. It’s already happening, and the gap between businesses that are visible to AI and businesses that aren’t is widening every month.

Where Businesses Lose Visibility

Six Ways Your Site Is Invisible to AI

These are the gaps I find on almost every small business site I audit. Each one costs you visibility you don’t even know you’re losing.

No Schema Markup

Google, ChatGPT, and Perplexity use structured data to understand what your business does
Without schema, AI tools have to guess — and they guess wrong or skip you entirely
Most small business sites have zero JSON-LD markup
This is the single highest-impact fix for AI discoverability

Unstructured Content

AI tools extract answers from content organized with clear headings, short paragraphs, and defined topics
Walls of text with no hierarchy get ignored
If your site reads like a brochure instead of an answer, AI can’t cite it

Missing Technical Signals

No sitemap, broken RSS feed, no robots.txt permissions for AI crawlers
These are the signals that tell AI tools your site exists and is worth indexing
Most businesses have never touched these files — or have defaults that actively block AI bots

No AI Crawler Permissions

ChatGPT, Claude, and Perplexity each send their own bots to crawl your site
If your robots.txt doesn’t explicitly permit them, they can’t index your content
Default settings on most hosting platforms block these crawlers without you knowing

Content AI Can’t Cite

AI tools look for definitive statements, clear service descriptions, and quotable answers
If your copy is vague, generic, or buried in marketing fluff, there’s nothing for AI to pull
The businesses that get cited are the ones that make their expertise extractable

Weak Internal Linking

Internal links tell AI how your content connects and what your site is actually about
Without a linking strategy, each page looks isolated — no authority, no topical depth
AI tools use link structure the same way Google does: to understand what matters

The Work

What AI Discoverability Architecture Actually Includes

This isn’t an SEO audit with a checklist you’ll never implement. I build the full technical and content infrastructure that makes your site readable, citable, and recommendable by both search engines and AI tools. Then I hand you the system.

Building schema markup and structured data for AI discoverability

01

Schema Architecture

Custom JSON-LD structured data for every key page — business info, services, FAQs, breadcrumbs, author credentials, and review markup. Built so Google, ChatGPT, and Perplexity know exactly what your business does and who it serves.
02

Content Structure

Your existing content reorganized with clear heading hierarchies, defined topics, and answer-first formatting. Every section becomes something AI can extract, summarize, and cite.
03

Technical Signals

Sitemap, RSS feed, robots.txt with AI crawler permissions, llms.txt, meta robots directives, and Open Graph tags. The infrastructure layer that tells every search engine and AI tool your site is worth indexing.
04

AI Citation Framework

Definitive statements, quotable answers, and structured service descriptions placed where AI tools actually look. Your expertise becomes extractable — so when someone asks a question you can answer, your business gets named.
05

Internal Link Strategy

A linking architecture that connects your content into a coherent map of expertise. AI tools and search engines use this to understand your authority, your topic coverage, and which pages matter most.

The Process

How We Make Your Business Visible to AI

A structured process that turns an invisible site into one that AI tools can read, understand, and recommend.

Step 01

Visibility Audit

I crawl your site the same way AI tools do. Schema markup, content structure, technical signals, crawler permissions, internal linking, meta data — everything gets checked against what Google, ChatGPT, Perplexity, and Claude actually need to find and recommend your business.

Step 02

Schema & Structure Build

Custom JSON-LD schema for every key page. Content restructured for AI extraction. Heading hierarchies, defined topics, and answer-first formatting applied across your site.

Step 03

Technical Infrastructure

Sitemap, RSS feed, robots.txt, llms.txt, Open Graph tags, and AI crawler permissions configured and deployed. The signals that tell every discovery tool your site exists and is authoritative.

Step 04

Launch & Monitor

Everything goes live. I verify indexing across Google Search Console and AI tools, monitor for crawl issues, and provide documentation so you or your team can maintain the system going forward. You own it. I get out of the way.

The Outcome

What Changes When AI Can Actually Find You

Visibility compounds. Once your site is structured for AI, every piece of content you publish works harder.

You show up where your competitors don’t

AI Overviews, ChatGPT recommendations, Perplexity citations. Your business appears in the channels most small businesses haven’t even thought about yet.

Your content becomes citable

AI tools pull your expertise into their answers. Your site becomes a source, not just another result.

Your SEO gets stronger too

Schema markup and structured content don’t just help AI. They improve traditional search performance — featured snippets, rich results, and better click-through rates.

Why Me

Why Businesses Bring Me In
For Discoverability Work

Because I built this system for my own business first.

Explainery.co isn’t a theory. It’s a live case study.

Every page on this site has JSON-LD schema markup. There’s a llms.txt file that tells AI crawlers exactly what this business does. The RSS feed is live. AI crawler permissions are configured in robots.txt. The content is structured for extraction. The internal linking is intentional.

I built all of it. I don’t recommend tools I haven’t used or strategies I haven’t tested on my own site first.

20+ years in education and curriculum design
13+ years building operational systems for online businesses
Schema markup and structured data across healthcare, legal, professional services, and e-commerce
Active AI discoverability builds across Google, ChatGPT, Claude, Perplexity, and Gemini

AI discoverability and schema architecture systems

FAQ

AI Discoverability & Schema FAQ

Answers to the questions business owners ask before starting discoverability work.

What is schema markup and why does it matter?

Schema markup is structured data you add to your website’s code that tells search engines and AI tools exactly what your business does, what services you offer, who you are, and how to categorize your content. Without it, AI tools have to interpret your site from raw text — and they often get it wrong or skip you entirely. With it, you’re giving Google, ChatGPT, and Perplexity a clean, structured summary they can use immediately.

Do I really need to optimize for AI search?

If your customers use ChatGPT, Perplexity, or Google to find services like yours — yes. AI tools are already answering questions and recommending businesses. The businesses that show up are the ones whose sites are structured for it. This isn’t a future trend. It’s happening now, and the gap is widening.

What’s the difference between SEO and AI discoverability?

Traditional SEO focuses on ranking in Google’s blue links. AI discoverability goes further — it makes your site readable and citable by AI tools like ChatGPT, Claude, Perplexity, and Google’s AI Overviews. There’s overlap (schema and structured content help both), but AI discoverability also requires technical signals like llms.txt, AI crawler permissions, and content formatted for extraction. Most SEO work doesn’t cover any of that.

How long does this take?

Most AI discoverability builds take 2–4 weeks, depending on the size of your site and how much content restructuring is needed. The visibility audit happens in the first few days. Schema and technical infrastructure typically go live within the first two weeks. Content architecture work runs in parallel.

Will this help my Google rankings too?

Yes. Schema markup improves your chances of getting featured snippets and rich results in Google. Structured content with clear heading hierarchies performs better in traditional search. And a clean internal linking strategy strengthens your domain authority. AI discoverability work is additive to your existing SEO — it doesn’t replace it.

Do you work with businesses outside of Ohio?

Yes. I’m based in Dayton, Ohio, and work regularly with businesses in Columbus, Cincinnati, and Indianapolis. All discoverability work is done virtually, so I serve clients nationwide. The process is the same regardless of location.

Make your business findable by AI.

Search Has Changed. Most Businesses Haven’t Caught Up.