Make your business legible
to Google and generative AI models
Founded in Perth in 2026 by digital specialist Vince Baker, AEObility helps Australian businesses become discoverable, understandable, and recommended across Google Search, Maps, and generative platforms like ChatGPT and Gemini. We specialise in Answer Engine Optimisation (AEO) and entity architecture, converting fragmented web content into verified, structured business facts. Instead of speculative search tactics or locked-in agency retainers, we build direct schema graphs and self-contained answer blocks that improve retrieval conditions for both human buyers and machine scrapers.
Who this work is for
We work with Australian service operators, trade businesses, and growing regional firms that have established reputations offline but patchy visibility online. If your website describes what you do in ways search crawlers and large language models struggle to parse, we fix the underlying data.
Why search engines misread good businesses
Modern search engines and AI assistants do not evaluate websites by counting keywords anymore. They look for verifiable facts: what you charge, where you physically operate, who runs the business, and whether third parties corroborate those details.
When that information is fragmented across different pages or hidden in vague marketing copy, retrieval systems skip your site. We connect those details directly in your site code and on-page content so algorithms do not have to guess.
Business Clarity
Define what you do, who you help and where you operate in language customers and search platforms can understand.
Entity Consistency
Align important brand facts across your website, structured data and key search surfaces to eliminate ambiguity.
AI Search Readiness
Create focused pages and evidence-led content that are easier for AI systems to retrieve, parse and reference.
Practical Implementation
Deliver fixed-scope improvements without trapping you in a long-term agency agreement or high recurring retainers.
For technical leads: the mechanics under the hood+
AEObility deploys machine-readable frameworks that translate core business offerings into structured data graphs and vector-friendly content blocks:
- Structured data graphs: Nested JSON-LD schemas linking LocalBusiness, Person, and Service entities without broken hierarchy.
- Wikidata & Knowledge Graph reconciliation: Explicit entity URIs that tie your brand name to verified external registries.
- Atomic answer blocks: 90 to 120-word self-contained content passages engineered for easy retrieval and attribution in model context windows.
- Retrieval testing: Evaluating how search bots and model scrapers extract your primary facts under simulated retrieval conditions.
- First-party fact ledgers: Canonical business data hosted at /brand-facts to give AI scrapers a single source of truth.
No consultant can guarantee rankings, AI citations or recommendations from third-party platforms. Our work improves the clarity, accuracy, structure and evidence behind your digital presence: factors that help search systems interpret your business with greater confidence.
What this looks like in practice: AEObility 90-day blueprint
AEObility 90-Day Blueprint Execution
Launching a new domain triggers cold-start ambiguity. Without historical authority, retrieval engines often conflate new brands with similar names or miss their local context entirely. For AEObility, early indexing risked lexical confusion with global platforms while needing to establish regional relevance in Perth.
We implemented the foundation phases of The AEObility Blueprint. This included nested Schema.org ProfessionalService graphs tied to Perth coordinates, ABN validation, a semantic internal linking lattice, and self-contained 80 to 120-word answer blocks.
75,000 impressions across priority search corridors: Pos 9.0 for "aeo services perth" (58K impr) and Pos 4.0 for "aeo seo australia" (17K impr), with zero schema errors.
View Interactive Telemetry & Looker Report Summary (PDF)+
* Observed telemetry from Google Search Console and Looker Studio. While structured data improves retrieval conditions, it does not guarantee permanent rankings or universal AI engine inclusion. Read the full 90-day case study.
Perth-founded. Australia-wide.
AEObility is a Perth, Western Australia consultancy led by Vinnie Baker. We work directly with business owners and internal marketing teams through focused, fixed-scope engagements.
How an AEO sprint runs
Audit and map
We inspect what search engines and language models currently extract from your website, identifying conflicting claims and missing data points.
Isolate the priorities
We build an ordered implementation punchlist tailored to your market, focusing on changes that improve retrieval conditions first.
Deploy and verify
We ship the schema markup, rewrite priority answer passages, test the code live, and hand over the documentation. You own every asset produced.
Why choose AEObility?
You work directly with Vinnie Baker, not junior account managers or outsourced teams.
Clear deliverables with predictable pricing and zero ongoing contract lock-in traps.
Calibrated specifically for Australian English spelling, regional NAP signals, and local buyer intent.
You retain 100% ownership of all structured data graphs, code, and documentation generated.
Why AEObility exists
As AI-driven search changed how people discover local businesses, many established Australian operators were left with websites that explained their services to humans but not clearly enough to modern search systems.
AEObility was built in Perth to solve that gap. We help businesses organise their digital information into clear, connected and verifiable signals, ensuring the right details can be understood across search, maps and AI-generated answers.
From Research to Practical Delivery
Our work began with the 'Vibrational Alignment' research paper (now published as Machine Legibility & Data Provenance): exploring how businesses can publish first-party facts online in a way that is verified, consistent, and deterministic for machines to interpret. That foundational framework now powers our practical AEO sprints, structured-data implementations, and entity-mapping architecture across Australia.
Meet AI Bill
Use our diagnostic assistant to identify gaps in your website's AI-search readiness and understand where clearer business signals may improve visibility.
Built by a practitioner, not an account team
Vinnie Baker, Founder & Principal Consultant
“I started AEObility in Perth after watching solid local businesses disappear from search results simply because their websites spoke marketing fluff rather than clear data.”
“Models and modern search engines are essentially retrieval machines. If your site makes them work hard to figure out what you do, they recommend someone else. I run every audit, write the schema, and test the outputs myself. When you book a sprint, you work directly with me.”
About AEO & Search Readiness
What is AEO, and how is it different from SEO?
SEO helps web pages rank in traditional search engine result links. Answer Engine Optimisation (AEO) builds on SEO by structuring your business information into machine-readable entity graphs so AI-driven platforms like ChatGPT, Google Gemini, and Perplexity can parse and cite your business in direct answers.
Is AEO useful for a small local business?
Yes. Local service businesses benefit significantly because AI engines rely heavily on clean NAP (Name, Address, Phone), verified service areas, and structured schema to recommend local operators over competitors.
Can you guarantee inclusion in ChatGPT, Gemini or Google AI results?
No consultant can guarantee rankings or citations in third-party AI platforms. AEObility improves the clarity, structure, accuracy, and evidence behind your digital footprint so search engines have stronger signals to reference your brand confidently.
What will I receive from an AEO Sprint?
You receive a complete technical audit, nested JSON-LD schema markup, atomic answer block rewrites, an entity relationship map, and step-by-step documentation with 100% client ownership.
Do I need a new website to work with AEObility?
Usually no. AEObility works with your existing CMS (WordPress, Shopify, Webflow, Next.js, custom HTML) by optimizing page architecture, adding structured data, and refining content clarity.
How long does an engagement take?
A typical AEO Sprint is executed over 14 to 30 days depending on your site size and technical requirements.
Do you work only with Perth businesses?
While AEObility is founded and based in Perth, Western Australia, we deliver AEO consulting and structured data services for clients right across Australia.
Can you work alongside our existing SEO agency or web developer?
Yes. AEObility frequently collaborates with existing internal marketing leads, web developers, and SEO agencies to handle technical schema mapping and LLM readiness.
Specialist Network & Extended Capabilities
AEObility pairs strategic founder leadership with a network of specialized Australian technical digital marketing consultants.
Ready to Measure Your AI Visibility?
Get your AI Visibility Score delivered within 24 hours. No lock-ins. Just clarity.