B2B Vertical Solution

Multilingual Real Estate SEO & GEO

Rank for premium local properties. Get recommended by AI search engines for luxury real estate and commercial listings in New York.

FDE Delivery System

Direct engineering deployment for custom compliance markups and AI optimization pipelines.

Core Advantages

Optimized for Industry-Specific Algorithms

Dynamic Listing Markups

Automated Google-compliant schema injection for property listings, prices, locations, and virtual tours.

Hyper-Local GEO Optimization

Optimize content for neighborhood-specific queries to ensure your agents and listings rank first on ChatGPT and Copilot local maps.

FDE Interactive Maps Integration

Our Forward Deployed Engineers deploy interactive web map components and responsive performance systems to keep loading times under 1 second.

Common Challenges
Listing pages are thin auto-generated MLS feeds with no unique content, so they never rank or get cited by AI
We build out neighborhood and property-type content around your actual listings — walkability, school zones, building amenities — that gives both Google and AI engines something substantive to index.
Luxury and commercial buyers research in multiple languages but your listings are English-only
We localize listing and neighborhood-guide content per language with proper hreflang structure, so international buyers searching in their native language find your listings instead of a competitor’s.
AI assistants recommend other agencies when asked "best real estate agent for [neighborhood]"
We structure your transaction history, certifications, and neighborhood expertise as citable facts, so generative engines have concrete reasons to recommend you specifically.
Compliance & Special Considerations

Fair Housing & MLS Display Rules

Real estate content has to comply with Fair Housing Act requirements (no language implying preference based on protected classes) and MLS display/syndication rules that govern how listing data can be reused. We build content and schema that stays inside both sets of rules while still being rich enough to rank and get cited.

In Practice

A boutique brokerage handling luxury listings in multiple languages had strong in-person referrals but their English-only site never appeared when international buyers searched in Mandarin or Spanish.

3
Listing languages structured
8
Neighborhood guides built
Frequently Asked Questions
Does optimizing listing content risk violating Fair Housing rules?
No — we focus enrichment on objective, verifiable facts (school zones, transit access, building amenities, walkability) rather than any language that could imply a preference, which keeps content compliant while still being substantive enough to rank.
Can you work within MLS syndication restrictions?
Yes — we build original neighborhood and property-type content that sits alongside the MLS feed rather than republishing restricted MLS data, so there's no syndication conflict.
How does this help with international/multilingual buyers?
We build separate, hreflang-tagged listing and guide pages per language rather than a translation widget, so each language version is independently indexable and citable by AI engines serving that language.
Will this work for commercial real estate, not just residential?
Yes — the same structured-data and GEO principles apply; commercial searches (cap rate, zoning, foot traffic data) just use a different set of facts than residential searches (school zones, walkability).
Embed Engineers

How FDEs Elevate Your Campaign

Typical SEO agencies hand over a list of recommendations and leave it to your developers. Our Forward Deployed Engineers (FDEs) embed directly with your team. They write the code, configure the schema markups, set up local AI scraper nodes, and tune performance directly.

Rapid code-level site speed tuning
Structured schema markups matching niche legal, fintech, or real estate fields
Localized RAG/LLM brand recommendation monitoring

Immediate B2B Performance Boost

10x
Deployment Velocity
95%
Schema Automation
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