What is AI visibility for a real estate agent?
AI visibility is the ability of an agent, their expertise and their work to be discovered, understood, referenced or recommended by AI-powered search and answer systems. You may also hear this described as:
- AI SEO
- Answer Engine Optimisation — AEO
- Generative Engine Optimisation — GEO
- LLM optimisation
- AI search optimisation
- ChatGPT SEO
The terminology is evolving. For real estate agents, the practical question is much simpler:
When a vendor asks AI about agents with your expertise, in your market, is there enough accessible evidence online for you to be considered?
Proudli is designed to help create that evidence.
Why AI visibility matters for real estate agents
Property vendors no longer have to search Google, click ten websites and compare agents manually. They can ask questions such as:
- Who are the best real estate agents in Mosman?
- Which agent has experience selling terraces in Annandale?
- Who should I use to sell a luxury apartment in Bondi?
- Which Randwick agents have demonstrated experience selling family homes?
AI-generated answers can reference information retrieved from webpages rather than simply returning a list of traditional search results. Microsoft now provides website owners with specific reporting showing which pages are cited in AI-generated answers, the grounding queries associated with those citations and citation activity across Microsoft Copilot, Bing AI experiences and supported partners.
That makes a new question important for every agent:
Does the web contain enough useful evidence for AI systems to understand your expertise?
Why can a successful real estate agent still be invisible to AI?
You might have:
- sold hundreds of properties
- worked in your suburb for 15 years
- accumulated excellent reviews
- built thousands of Instagram followers
- won industry awards
- published hundreds of SOLD posts
…and still have a weak AI footprint. The reason is simple:
Real-world reputation and machine-readable reputation are not necessarily the same thing.
Your professional history may be fragmented across:
- property portals
- an agency website
- Google reviews
- images
- PDF listing presentations
- old listings
- news articles
- award pages
- several versions of your agent biography
To a local vendor who already knows your name, the picture may be obvious. To a search or AI system trying to answer a very specific question, the evidence may be scattered, ambiguous or difficult to connect.
Proudli is designed to make those connections clearer.
Instagram announces the sale. Proudli proves it.
Instagram remains valuable for reaching your audience. But a typical social post might simply say:
SOLD! Another fantastic result for our vendors.
That tells a human follower that a sale occurred. It may provide very little context about:
- exactly what was sold
- where it was sold
- the property type
- who the agent was
- the vendor's challenge
- the strategy used
- why the campaign was notable
- what outcome was achieved
- what the result demonstrates about the agent
- who else was involved
Instagram announces it. Proudli proves it.
How does Proudli help improve AI visibility?
Proudli does not attempt to trick ChatGPT, manipulate an AI model or guarantee a recommendation. Instead, it addresses a more fundamental problem:
AI systems need useful information they can access and understand.
Proudli helps agents turn completed work into: public, crawlable, structured, specific, connected, evidence-rich web content. The twelve points below explain how.
How Proof Stories create evidence
Proudli creates permanent pages for individual results
Every strong sale contains evidence of expertise. A Proudli Proof Story turns that evidence into its own public webpage rather than leaving the result buried inside a social feed. A story can clearly connect:
- Agent
- Agency
- Property
- Suburb
- Property type
- Challenge
- Strategy
- Result
- Contributors
This creates a much richer description of the agent's actual experience. Read how Proudli Proof Stories work, or see an example real estate agent Proof Story.
Proof Stories connect agents with the suburbs they actually work in
Compare these two pieces of content.
Generic claim
“I'm an Inner West property expert.”
Evidence
“Here is how I sold this three-bedroom Victorian terrace in Annandale, including the campaign circumstances, strategy and outcome.”
The second provides far more specific information. A collection of Proof Stories can help establish repeated relationships such as:
- Agent → Annandale
- Agent → Mosman
- Agent → apartments
- Agent → terraces
- Agent → auctions
- Agent → prestige property
- Agent → downsizer vendors
The appropriate relationships depend on the actual work published by each agent.
Proudli turns marketing claims into evidence
Real estate marketing contains plenty of claims:
- Local expert.
- Proven performer.
- Outstanding negotiator.
- Market leader.
- Record-breaking results.
But a claim is different from evidence supporting that claim. For example:
Claim
"I have extensive experience selling family homes in Randwick."
Evidence
Multiple detailed Proof Stories documenting genuine Randwick sales, including: properties, property types, campaign circumstances, agent commentary, strategy, outcomes, vendor feedback, contributors.
Proudli helps shift your digital footprint from "Trust me." to "Here is the work."
How Proudli uses structured data
Proudli uses structured information
Search engines do not understand webpages purely by visually looking at them like people do. They also process information contained within the page and its markup: page titles, headings, text, links, metadata, relationships between pages and structured data. Google specifically states:
Structured data provides explicit clues about the meaning of a webpage and is a standardised way of describing and classifying page content.
Google also says it uses structured data found on the web to help understand webpage content and information about entities such as people and companies.
Proudli is designed to represent important information through clearly defined page content and structured information. Depending on the page, that can include concepts such as:
- Person
- Organisation
- location
- professional profile
- article or story
- author
- property
- relationships between entities
Important distinction: structured data does not guarantee a Google ranking, ChatGPT citation or AI recommendation. Its purpose is to make the meaning and classification of information clearer. That is why Proudli combines structured information with substantial human-readable content rather than relying on markup alone.
How Proudli connects agents, suburbs and sales
Proudli connects the entities around an agent
One isolated webpage provides limited context. A connected network of pages provides much more. Proudli is designed around relationships between:
- Agent Profile
- Proof Stories
- Properties
- Suburbs
- Agency
- Contributors
For example: Michael Dimakis → works at NG Farah → has completed work in Randwick → has Proof Stories relating to specific Randwick properties → demonstrating experience with particular property types and campaign situations.
The purpose is to make these relationships explicit rather than expecting search engines and AI systems to infer everything from disconnected marketing content.
Every Proof Story adds depth to an agent's professional footprint
Think of your AI visibility as a body of evidence. One story provides one example. Five stories provide more context. A substantial collection of relevant work can provide a much richer picture of:
- where you work
- what you sell
- the situations you handle
- your approach
- your experience
- your results
Proudli therefore isn't designed as a one-off SEO landing page. It is designed to create a growing proof layer around your professional reputation. Every significant sale can add another piece of evidence.
Proudli adds third-party context through contributors
Property sales frequently involve more than one professional. Contributors may include:
- vendors
- buyers' agents
- mortgage brokers
- stylists
- photographers
- conveyancers
- tradespeople
- other property professionals
Where appropriate, Proudli allows other participants to contribute to or endorse a story. This provides additional context around the work. See how contributors add their perspective to a Proof Story.
There is an important difference between "I did great work." and "Here is the work, what happened, who participated and the evidence around the result." Proudli is designed around the second approach.
Proudli makes each result specific
Generic content creates weak context. Specific content creates useful information. For example:
Weak
“Another amazing Sydney result!”
Stronger
Jane Smith sold a three-bedroom Victorian terrace in Annandale following a four-week auction campaign after helping the vendor solve [specific challenge], resulting in [documented outcome].
Now the page contains useful relationships between:
- Jane Smith
- Annandale
- Victorian terrace
- auction campaign
- property sale
- documented result
Specificity benefits the human reader. It also reduces ambiguity for machines processing the page.
Why crawlability matters for ChatGPT
Proudli pages are designed to be crawlable
This is one of the most important technical foundations of AI visibility.
OpenAI operates a crawler called OAI-SearchBot specifically for search. OpenAI states that OAI-SearchBot is used to surface websites in ChatGPT's search features. It also states that sites opting out of OAI-SearchBot will not be shown in ChatGPT search answers, although they may still appear as navigational links. OpenAI recommends allowing OAI-SearchBot in robots.txt for websites that want to be eligible to appear in ChatGPT search results.
That means crawlability is not an abstract SEO concept. It can directly affect whether public web content is eligible to surface through ChatGPT Search.
Proudli's approach
- Create the evidence
- Publish it publicly
- Make it crawlable
- Make its meaning clear
- Connect it to the agent
Technical note: OAI-SearchBot. Websites seeking visibility through ChatGPT Search should ensure they are not unintentionally blocking OAI-SearchBot. OpenAI distinguishes this crawler from GPTBot, which relates to content that may be used to improve OpenAI's foundation models. A website can therefore permit OAI-SearchBot for search visibility while separately controlling GPTBot. That distinction is important — allowing ChatGPT search discovery and allowing model-training crawling are separate controls.
Proudli uses crawlable internal links
Links help search engines discover content and understand how pages relate to each other. Google states that it uses links both to discover pages to crawl and as signals when determining page relevance. Google also recommends descriptive anchor text because it helps both users and Google understand what the linked page is about.
That is why Proudli connects content contextually. For example: Jane Smith → Annandale Proof Stories → Annandale → Jane Smith profile — rather than creating thousands of isolated pages.
A healthy internal link architecture reinforces relationships between people, locations, work, organisations and stories.
Why useful source content matters
Proudli creates content designed to be useful as a source
There is an important distinction between being indexed and being worth citing.
AI-powered search increasingly exposes which webpages are being used as sources. Microsoft's Bing Webmaster Tools now provides an AI Performance report showing: pages cited in AI-generated answers; total citations; grounding queries; page-level citation activity; and citation visibility trends across supported Microsoft AI experiences.
Microsoft's own guidance recommends improving: content depth and expertise; clarity and structure; headings; tables; FAQ-style content; supporting evidence; freshness; and consistency — to make content easier to understand and reference in AI-generated answers.
That is closely aligned with how Proudli Proof Stories are designed. A useful Proof Story can contain: an identifiable professional; an identifiable property; a specific location; original agent commentary; factual context; a documented result; relevant contributors; and information specific to that transaction.
In other words: something worth retrieving.
Proudli prioritises original work over generic AI content
Publishing hundreds of generic articles about real estate does not necessarily create meaningful evidence of an agent's expertise.
Google's people-first content guidance specifically asks whether content: provides original information or analysis; adds substantial value beyond other sources; demonstrates expertise; is clearly sourced; is written or reviewed by someone knowledgeable; and avoids mass-produced, low-attention content.
Proof Stories start with something inherently original: work the agent actually performed. Instead of generating another generic article about "10 Tips for Selling Your Home", Proudli documents: a real property; a real campaign; a real challenge; a real strategy; a real result.
That creates a fundamentally different type of content.
How is Proudli different from traditional real estate SEO?
Traditional real estate SEO often focuses on helping an agency website rank for searches such as "real estate agent Randwick" or "real estate agent Mosman". Those searches remain important. But conversational AI allows consumers to ask much richer questions. For example:
"I'm selling a renovated four-bedroom family home in Randwick. Which local agents should I consider and why?"
That isn't simply a keyword. It's a request to identify relevant entities and evidence. Proudli focuses on strengthening the underlying information that may help search systems understand those relationships.
| Traditional SEO | Proudli AI visibility |
|---|---|
| Target keywords | Build evidence around entities |
| Agency pages | Individual professional profiles |
| Generic location content | Actual local work |
| Marketing claims | Proof Stories |
| Search traffic | Search + AI discoverability |
| Optimise a webpage | Strengthen understanding of the agent |
| Generic case studies | Structured individual results |
The approaches are complementary. Proudli does not replace good technical SEO. It strengthens something conventional real estate websites often handle poorly: structured evidence of the individual agent's work.
How is Proudli different from a property portal profile?
Property portals provide extremely useful transaction and professional information. Proudli has a different purpose. A portal can show what sold. A Proudli Proof Story can explain what you actually did. That can include:
- the situation
- vendor objectives
- campaign challenge
- strategy
- key decisions
- outcome
- agent commentary
- supporting contributors
A transaction record proves activity. A detailed Proof Story can demonstrate expertise.
How is Proudli different from an agent website?
Your own website remains an important part of your digital footprint. Proudli adds a different layer.
- Your website
- Explains who you are.
- Property portals
- Show market activity.
- Reviews
- Show customer sentiment.
- Social media
- Builds audience and engagement.
- Proudli
- Shows the work you're proud of.
Together, these sources can create a richer picture of your professional identity. See how real estate agents use Proudli profiles and Proof Stories.
Can Proudli guarantee I will appear in ChatGPT?
No.
Proudli cannot guarantee that ChatGPT, Google, Gemini, Copilot or another AI system will recommend or cite an individual agent. Those systems determine their own results and sources. Similarly, neither crawlability nor structured data guarantees ranking or citation.
What Proudli can do is address several underlying requirements for digital discoverability:
- create public evidence
- make that evidence crawlable
- structure the information clearly
- connect the work to an identifiable professional
- create specific geographic and professional context
- build a growing body of first-hand work
A system cannot reliably understand evidence that has never been published, cannot be accessed or is expressed ambiguously.
Proudli helps agents publish that evidence more clearly.
What should real estate agents publish for better AI visibility?
Focus on specific evidence rather than high volumes of generic content.
1. Where have you actually worked?
Name suburbs and locations precisely. Instead of: “Eastern Suburbs specialist.” Document genuine work in: Randwick, Coogee, Maroubra, Clovelly — and the other locations where you have demonstrated experience.
2. What types of property do you sell?
Be specific. For example: family homes, prestige properties, apartments, terraces, investment properties, downsizer homes, development sites.
3. What problem did you solve?
Don't merely announce the transaction. Explain why the sale was notable.
4. What strategy did you use?
Document relevant decisions and expertise.
5. What happened?
Record the outcome accurately. Avoid unsupported superlatives.
6. Who can support the story?
Where appropriate, include relevant contributors or endorsements.
7. What does the sale demonstrate?
Explain why the result is relevant to another vendor evaluating your experience.
Ready to start? Follow the steps to create and publish a Proof Story.
What does strong AI visibility look like?
The objective shouldn't simply be "Make ChatGPT say my name." A stronger objective is to build a digital footprint where machines have enough clear public information to answer:
- Who is this agent?
- Which agency do they work with?
- Where do they operate?
- Which properties have they actually sold?
- What kinds of property do they have experience with?
- What problems have they solved?
- What results have they documented?
- What evidence supports those claims?
- Who else supports their work?
That is the foundation of an AI-readable professional reputation.
The Proudli model
Build visibility from the work you've actually done
Profile
Who you are
Proof Stories
What you have actually done
Property + suburb
Where you have demonstrated experience
Strategy + result
What you contributed
Contributors
Who can add supporting context
Structured public pages
Information search engines can discover and interpret
A stronger digital proof footprint.
Your best work shouldn't disappear
A campaign might run for four weeks. Your SOLD post might receive attention for two days. But the experience demonstrated by that sale can remain relevant for years. A Proof Story can continue documenting:
- where you work
- what you specialise in
- what problems you solve
- how you approach campaigns
- what you've achieved
- who can vouch for the work
…long after settlement.
Sold something you're proud of? Make it Proudli Official.
Don't let an important result become another image disappearing down the feed.
Tell the story behind the sale. Document the work. Build the proof around your personal brand.
Give search engines and AI systems clearer public evidence of what you've actually done.
Share your best work. Get discovered.
Frequently asked questions
How do I get my name to appear in ChatGPT as a real estate agent?
There is no guaranteed method for appearing in ChatGPT recommendations. A practical starting point is ensuring accurate, useful information about you, your location, expertise and actual work exists on public webpages that search systems can access. OpenAI confirms that OAI-SearchBot is used to surface webpages through ChatGPT Search and that websites blocking this crawler will not appear in ChatGPT search answers, except potentially as navigational links. Proudli helps agents create individual public Proof Stories containing specific evidence of their work.
How do I get ChatGPT to recommend me as a local real estate agent?
You cannot instruct ChatGPT to recommend you or guarantee inclusion. Instead, strengthen the public evidence supporting your relevance. That can include: an accurate agent identity, agency affiliation, specific suburbs, real sales, property types, reviews, authoritative third-party information, detailed examples of your work, and consistent professional information across the web. Proudli focuses particularly on the proof-of-work component.
What is AI SEO for real estate agents?
AI SEO describes efforts to make information about an agent easier for AI-powered search and answer systems to discover, understand and potentially reference. It overlaps with traditional SEO but places greater emphasis on: entity clarity, useful source content, evidence, crawlability, structure, relationships, and topical and geographic relevance.
What is AEO for real estate agents?
AEO stands for Answer Engine Optimisation. Instead of focusing only on traditional search-result rankings, AEO considers whether online content can help answer direct questions. For real estate agents, those questions may include “Who is the best real estate agent in my suburb?” or “Which local agents have experience selling homes like mine?”
What is GEO?
GEO usually stands for Generative Engine Optimisation. It refers to improving how content is represented and discovered within generative AI search experiences. Microsoft itself now uses GEO terminology when discussing tooling that measures how websites participate in AI-generated answers. For Proudli, the acronym matters less than the principle: create clear, accessible evidence of your actual work.
Does structured data make me rank in ChatGPT?
No. There is currently no first-party evidence from OpenAI saying Schema.org structured data guarantees or directly determines ChatGPT recommendations. Google does confirm that structured data provides explicit clues about webpage meaning and helps Google understand and classify content. Proudli therefore uses structured information as one part of a broader approach involving meaningful visible content, crawlability and connected pages.
Does Instagram help me appear in ChatGPT?
Social media can contribute to your broader digital presence. But an Instagram SOLD post serves a different purpose from a detailed public webpage. For your most important results, create a permanent page that explains the underlying work in accessible text instead of relying exclusively on a social image or short caption. Instagram announces it. Proudli proves it.
Do Google reviews help AI visibility?
Reviews provide publicly available information about an agent's reputation and customer experience. But they represent only one part of an agent's footprint. Proof Stories add different evidence: what work occurred, where it occurred, what type of property was involved, what challenge existed, what strategy was used and what happened.
Are Proudli Proof Stories just case studies?
They share some characteristics with case studies. However, Proudli is designed to connect individual stories to a wider professional identity including agent, agency, location, property, result, contributors, and the agent's growing collection of work. Think of a Proof Story as: a case study built for people, search engines and AI discovery. Read what a Proof Story is and how it differs from a case study.
How many Proof Stories should I publish?
There is no magic number. Start with the work that best demonstrates what you want to be known for. If you want to strengthen your professional footprint around selling Annandale terraces, for example, genuine detailed stories about relevant Annandale terrace sales are more useful evidence than generic articles about real estate. Keep adding significant work over time.
Should every sale become a Proof Story?
Not necessarily. Start with your strongest evidence. Good candidates include: an exceptional result, an important local transaction, a difficult campaign, a specialist property, a new geographic market, a result demonstrating a specific skill, or a campaign involving several contributors. A useful test is: if a vendor saw only five examples of your work, which five would you want them to see? Start there.
Is Proudli an SEO agency?
No. Proudli is a proof and reputation platform for professionals, launching with Australian real estate agents. It helps agents turn completed work into structured Proof Stories and build a stronger public record of what they have actually achieved. That can support AI discovery, search visibility, personal branding, vendor confidence, differentiation and lead generation.
The simple explanation
If you remember one thing about AI visibility, remember this:
AI needs evidence.
Not another claim that you're the local expert. Not another generic AI-generated blog article. Not another SOLD graphic by itself.
Evidence of:
- who you are
- where you work
- what you've done
- how you've done it
- what happened
- and who can support it
That's what Proudli is built to help you publish.
You did the work. Make it Proudli Official.
Primary technical sources
Proudli's approach to AI visibility is informed by first-party documentation from the companies operating major search and AI discovery systems.
OpenAI
ChatGPT Search crawling
OpenAI states that OAI-SearchBot is used to surface websites in ChatGPT search features. OpenAI also states that sites opting out of OAI-SearchBot will not appear in ChatGPT search answers, except potentially as navigational links.
Source: OpenAI, Overview of OpenAI Crawlers
Google
Structured data
Google states that structured data gives it explicit clues about the meaning of webpages and that it uses structured data to understand page content and information about entities such as people and companies.
Source: Google Search Central, Introduction to structured data markup in Google Search
Google
Crawlable links and internal linking
Google states that links help it discover pages and understand relevance. It also recommends descriptive anchor text and contextual internal linking to help people and Google understand site content.
Source: Google Search Central, Link best practices for Google
Google
Helpful and original content
Google recommends creating people-first content that provides original information, analysis or additional value. Its guidance also emphasises clear sourcing, demonstrated expertise and avoiding low-value mass-produced content.
Source: Google Search Central, Creating helpful, reliable, people-first content
Microsoft
Citations in AI-generated answers
Microsoft's Bing Webmaster Tools provides an AI Performance report measuring how pages are cited across Microsoft Copilot, Bing AI-generated experiences and supported partner integrations. The report includes cited pages, citation counts, grounding queries and page-level AI citation activity.
Source: Microsoft Bing Webmaster Tools, AI Performance
Microsoft
Content structure for AI answers
Microsoft recommends clear headings, concise sections, tables, FAQ-style content, supporting claims with evidence and maintaining accurate, up-to-date information when improving content for AI-generated answers.
Source: Microsoft Bing Webmaster Blog, Introducing AI Performance in Bing Webmaster Tools
Important limitation: no structured-data format, SEO technique, Proof Story or publishing platform can guarantee inclusion, ranking, citation or recommendation by ChatGPT, Google, Microsoft Copilot or another AI system. Proudli's purpose is to improve the quality, clarity, accessibility and structure of the public evidence available about an agent's work.