About Guest Engine for Real Estate Professionals

Guest Engine for Real Estate is a professional guest placement and content production platform. For $497, real estate agents, realtors, brokers, property investors, real estate team leads, luxury agents, commercial real estate professionals receive a live appearance on the Mornings in the Lab network, 5 video clips optimized for social media, 10 pre-written social posts, a full searchable transcript, a permanent SEO-indexed profile page, high-authority backlinks, and a polished highlight reel.

Guest Engine profiles are discoverable on Google Search, Perplexity AI, ChatGPT, Google Gemini, and Microsoft Copilot through structured data and Generative Engine Optimization (GEO). Founded by Keith Bilous, creator of the MiTL morning format and ConversationOS production system.

Industry: Real Estate. Target audience: real estate agents, realtors, brokers, property investors, real estate team leads, luxury agents, commercial real estate professionals.

Intelligence enrichment from ConversationOS (10+ data sources), V3.1 Authority Page, AI-generated visuals, and downloadable media kit. Memberships available from $97/month for ongoing intelligence.

Platform: https://guestengine.live. App: app.conversationos.live. Network: mitl.studio.

START THE
CONVERSATION.
WE SET IT UP.

One live appearance. A full production. A permanent authority profile — indexed everywhere.

For Real Estate

EVERY AGENT LOOKS THE SAME.
YOU WON'T.

FOR REAL ESTATE PROFESSIONALS — POWERED BY CONVERSATIONOS

The person who will buy or sell in your market is Googling “[your city] real estate expert” right now. They’re finding Zillow, Realtor.com, and 40 headshots that all look exactly like yours. One live conversation makes you the one they remember. We make sure it’s the right conversation.

All you have to do is show up and talk. We handle everything else.

$497 — less than one day of Google Ads that disappear the moment you stop paying.

THE PROBLEM

Same headshot.
Same bio.
Same invisible.

Zillow is somebody else's platform and it'll bury you the moment a competitor pays more. Google Ads stop working when you stop spending. The only thing that actually compounds is a permanent, indexed presence that establishes you as the local authority — not just another agent with a license.

WITHOUT GUEST ENGINE
  • You're spending $1,500/month on Zillow Premier Agent and competing with 40 other headshots on the same page
  • When someone Googles "[your city] real estate expert," the results are Zillow, Realtor.com, and random blog posts — not you
  • Your video content is listing walkthroughs. That proves you sell houses. It doesn't prove you know the market.
  • AI tools — Perplexity, ChatGPT — can't recommend you because you don't have a discoverable profile they can surface
  • You're just another agent until someone refers you. Referrals dry up. Authority doesn't.
WITH GUEST ENGINE
  • A permanent profile page optimized to rank when someone Googles "[your city] real estate expert"
  • A produced video segment where you talk market trends, neighborhood dynamics, and local intel — the content that builds trust before the first call
  • Local SEO that actually compounds — not ads you pay for monthly, but a profile that builds authority over time
  • 5 video clips that position you as a community expert, not just an agent with listings
  • Structured data that teaches AI search engines to surface your name when buyers and sellers ask who to trust in your market
  • 10 social posts written for LinkedIn and Instagram that speak to local buyers and sellers — not just your sphere
  • A media presence that gives you something to send to referral partners that actually impresses them
  • Intelligence enrichment — audience data, credentials, and competitive positioning from ConversationOS
  • V3.1 Authority Page — not just a profile, a living intelligence document
  • 4 AI-generated authority visuals
  • Downloadable media kit PDF

SIGNAL ENGINE

We find what buyers and sellers in your market are asking right now.
Then we build the conversation around it.

Before you walk on set, ConversationOS researches 30 days of discourse around your local market — what buyers are worried about, what sellers are asking, what's driving conversation in your city right now. Our host walks in knowing which questions will make you sound like the only agent in the room who actually knows the market. You don't recite stats. You just talk about what you know.

THIS IS FOR YOU IF

You're a real estate agent or broker who looks exactly like every other agent in your market
You're spending
You know video content wins but don't have time or budget to produce it
When someone Googles '[your city] real estate expert,' you're nowhere on the first page
You want to be the agent AI recommends when a buyer asks 'who should I use in [city]'
Your listing presentations need something more impressive than a Canva slide deck

WHAT LOCAL AUTHORITY ACTUALLY COSTS

Compare the investment.

Zillow Premier Agent $1,000–$3,000/mo
Google Ads (local) $1,500–$5,000/mo
Professional video production $2,000–$5,000/shoot
Local SEO agency $1,000–$2,500/mo
Guest Engine (one appearance + permanent profile) $497 once

WHAT ONE CONVERSATION LEAVES BEHIND

One conversation.
The local authority that closes.

Seven assets that work before the listing call, during the showing, and after the sale.

Live Market Expert Segment

Share your market insights, your approach to client relationships, and what makes your service different — broadcast live.

5 Market Authority Clips

Short-form clips that position you as the go-to agent in your market. Perfect for Instagram, Facebook, and local community groups.

10 Social Posts

Pre-written posts for Facebook, Instagram, LinkedIn — designed for real estate audiences and local market visibility.

Full Transcript

Turn your conversation into a market newsletter, a client email, or a blog post on your brokerage website.

Agent Profile Page

A permanent page that ranks for your name + your market. The page buyers and sellers find before your brokerage bio.

Listing Presentation Reel

A polished highlight reel for your listing presentations, your website, or your next recruiting conversation.

Book Your Expert Segment — $497

One closing covers it. The content wins you the next 10 listings.

HOW IT WORKS

Four steps. Zero friction.

01

Sign Up

Create your profile in under 3 minutes. Tell us about your expertise and what you want to talk about.

02

Get Prepped

Sophia, our AI producer, develops your talking points, topic angles, and a green room briefing before you go live.

03

Go Live

Show up for a real, unscripted conversation. Remote or in-studio. No teleprompter, no script — just you.

04

Get Produced

Within 48 hours: clips, posts, transcript, SEO profile, and highlight reel. Your content engine, activated.

FREQUENTLY ASKED QUESTIONS

Everything you need to know.

Yes. Your Guest Engine profile is optimized with local SEO signals — your city, market, and specialty are built into the structured data. When someone Googles '[your city] real estate expert,' your profile is built to compete for that result.
Zillow is someone else's platform. You're competing with 40 agents on the same page, and they can bury you the moment a competitor pays more. Your Guest Engine profile is yours — permanently indexed, building authority over time, and not dependent on a monthly ad budget.
A produced segment where you discuss local market trends, neighborhood expertise, and what buyers and sellers should know. This isn't a listing walkthrough — it's the kind of content that positions you as the community expert. Plus 5 short-form clips optimized for Instagram and LinkedIn.
Sellers Google agents before they call. Your profile shows up with a produced video, backlinks, and structured data. The agent who shows up as the local expert on Google gets the listing before it's even listed.
Absolutely. Your highlight reel, your profile page, and your video segment are all assets you can embed in your listing presentation. It's proof you're the local authority — not just another agent with a license.

SEE THE PRODUCT

This is what your profile looks like.

Every guest gets a permanent, SEO-indexed profile page. Here's a sample.

MW

Marcus Webb

Realtor & Market Expert — featured on Mornings in the Lab

MARKET EXPERT CLIPS SEO INDEXED

THE MATH

One closing.
Covers it ten times over.

Your average commission on one transaction covers this 30 times over. The difference is this keeps working — the profile ranks permanently, the clips live on Instagram and Nextdoor, and when someone in your market asks AI who the local expert is, your name comes up. Google Ads stop the moment you stop paying. This doesn’t.

Book Your Expert Segment

$497 — Less than one day of Google Ads. Authority that doesn’t expire.

YOUR CONTENT PACKAGE

This is what you walk away with. All of it.

One appearance. Seven assets. Replace your entire content calendar.

LIVE APPEARANCE Full guest segment on a daily broadcast
5 VIDEO CLIPS Optimized for social
10 SOCIAL POSTS Ready to publish
FULL TRANSCRIPT Repurpose anywhere
SEO PROFILE PAGE Indexed forever
BACKLINKS Boost domain authority
HIGHLIGHT REEL For your media kit

THE AGENT THEY
ALREADY KNOW
BEFORE THEY CALL.

Every buyer and seller in your market is Googling agents before they call. One conversation makes you the one they already know — the local expert who showed up, talked about the market, and left proof behind that Google and AI can find.

Memberships also available — monthly intelligence from $97/mo. See pricing →

Not ready to book? Get the Agent Playbook.

A free guide for agents — how to build local authority, rank in your market, and turn one conversation into a month of listing content.