Enterprise AI Architecture: Risk Management & Generative Engine Optimization

About the Role

Principal AI Data Architect governing machine-readable data structures to optimize brand discovery across AI Answer Engines (AEO/GEO) while mitigating enterprise risk. Protecting corporate reputation by anchoring public-facing digital assets in verifiable E-E-A-T frameworks to eliminate AI hallucinations, plausible confabulation, and subsequent compliance exposure.

Generative Discovery Optimization (GEO/AEO)

Engineer advanced semantic data architectures and structured data models to ensure accurate, high-rank retrieval by LLMs, search agents, and answer engines.

Risk & Compliance Mitigation

Audit and harden public-facing web content against algorithmic misinterpretation, preventing legal and regulatory liabilities caused by generative AI confabulation.

E-E-A-T Governance

Build explicit, machine-readable validation systems that prove Experience, Expertise, Authoritativeness, and Trustworthiness to both human audiences and AI scrapers.

Algorithmic Trust Architecture

Standardize corporate data layouts to serve as the definitive "single source of truth," ensuring marketing efforts do not inadvertently trigger distorted AI-generated outputs.

Core Expertise

AI Data Modeling | Search Engine-Answer Engine-Generative Engine Optimization (SEO/AEO/GEO) | Knowledge Graphs & Semantic Web | Accessibility Regulatory Compliance | Risk Management | E-E-A-T Validation | AI Hallucination Preventive Measures

No GEO. No Cashflow

If I Can't Get It Discovered, Referred & Cited by AI It's Not On The Web...

Milwaukee County • Wauwatosa, WI 53226 • 414‑243‑8211 CST

Terms of Service
AI Discoverability JSON-LD Schema Geneator

Core: 1.8 MB Windows executable (not digitally signed) 
WordPress Plugin: manages retaining and injecting JSON-LD source code into the head of any WordPress post-type. 

Install and Activate. Select Edit of any type of page or post and scroll to the bottom of the editor and paste your source code from the schema generator into the metabox and update the page. Load the page and view the documented source. Make corrections to the code in the meta-box as needed or remove from the page with a checkbox. 

AI Large Language Model chatbots have become the preferred way people discover information. AI chatbot User Interfaces are replacing or have replaced keyword search entirely. Without JSON-LD source code, websites, pages, products and service offerings become *invisible* to AI LLMs. AI can’t understand the content and won’t be able to classify, cite or refer your business or any  content on the web that may be related to it.

The use of this AI Discovery JSON-LD Schema Generator and WordPress plugin ensures every page is machine-readable, indexable, and will be eligible to ‘surface’ (become visible) and  appear in AI output. For anyone responsible for a website, this is no longer optional: it’s the difference between being found everywhere or disappearing completely.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF, OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

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