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Noseberry Digitals
GEO services

Real estate GEO services. Generative Engine Optimization for AI-native search

Beyond classic SEO. Beyond AEO. Make your brand the canonical source generative AI engines reference, summarise, and recommend. Built for forward-thinking real estate and PropTech operators.

Real estate vertical · 4-engine coverage · Defensible attribution

Trusted by 50+ operators, PropTech companies & digital-first brands

HDFC Life
Axis Bank
Niva Bupa
Apollo Munich
Lufthansa
Amway
Kent
Harrington Housing
Hive Coliv
Edge Living
CDA Coliving
Fllat
Volley
TheVibes
CasaPay
JumboTiger
Everything Coliving
Bookmycoliving
Bhutani
Gulshan
CRC
M3M
Godrej
Omaxe
Sikka
Lodha
Mahagun
Prestige
Sawasdee
Who it’s for

Built for these operators

  • Real estate brands ahead of competitors

    Willing to invest in pre-mass-market AI search adoption.

  • PropTech founders

    Whose product is AI-native and need their marketing surface to match.

  • Brokerages and developers

    Maxed out classic SEO and need a new frontier.

  • Investment platforms

    Targeting affluent / digital-first buyer cohorts.

  • Marketplaces

    Strong domain authority that need to extend it into AI-native discovery.

  • Coliving / BTR operators

    Renters 25–40, AI-tool-fluent, convert better via AI-driven discovery.

What’s included

Everything you need, in one engagement

  • GEO audit

    Full-funnel generative-engine surface analysis. Where you are, where competitors are, where the opportunity lies.

  • Content engineering for generative summarisation

    Structure, length, clarity, citation-anchoring.

  • Topic ontology mapping

    Your site as a knowledge graph generative engines can traverse.

  • Schema overlay

    Full Service + Article + FAQPage + Review + Person schema.

  • Authority signal stack

    Bylines, expert quotes, peer-reviewed citations, verified profiles.

  • Cross-engine monitoring

    ChatGPT, Perplexity, Claude, Gemini Search, plus emerging engines.

  • Defensive GEO

    Correct hallucinated brand facts at the source.

  • Monthly board pack

    Citation share + competitive movement + remediation queue.

How we work

A predictable, weekly cadence

  1. 01

    GEO baseline (Weeks 1–3)

    Current citation share, knowledge-graph completeness, gap map.

  2. 02

    Ontology build (Weeks 3–6)

    Topic-cluster + entity model for your domain.

  3. 03

    Content rebuild (Weeks 4–10)

    Top pages + cluster pages re-engineered.

  4. 04

    Authority signals (ongoing)

    Author + organization + review signal layer.

  5. 05

    Engine monitoring (monthly)

    4-engine citation tracking + competitive deltas.

  6. 06

    Quarterly review

    Emerging engines, prompt expansion, ontology updates.

Tech & methodology

Opinionated for real estate

  • Stack

    • Profound
    • Athena AI
    • Otterly
    • Schema.org full graph (ld+json)
    • Knowledge Graph submission
    • Custom entity-relationship modelling per real estate vertical
    • Person + Organization + Review + Article schema with sameAs verification
Selected work

Real engagements, real outcomes

  • Case study

    PropTech CRM

    "Best real estate CRM" cluster across all 4 engines.

    • 0 → 41% generative-citation share
  • Case study

    Indian developer

    "[city] new project" prompts in Gemini.

    • 35% citation rate within 6 months
  • Case study

    Coliving aggregator

    Post-ontology rebuild.

    • Citation share 12% → 38% in 90 days
Outcomes

What clients walk away with

  1. 6.4×

    average GEO citation lift in 6 months

  2. 41%

    peak share-of-voice on priority clusters

  3. 4 + emerging

    engines continuously monitored

  4. 9 months

    median time to category-leading GEO position

Pricing

Pick the tier that fits

  • GEO audit

    3 weeks

    • Citation baseline + gap map
    • Ontology scope
    • Knowledge-graph completeness check
    Start with audit
  • Most popular

    GEO retainer

    –10K/mo

    Ongoing

    • Ontology + content + authority
    • 4-engine + emerging tracking
    • Defensive GEO
    Start GEO retainer
  • GEO + AEO + SEO bundle

    –22K/mo

    Ongoing

    • Full motion across classic + AI
    • Investor-ready board pack
    • Embedded team
    Plan full bundle
How we compare

Side-by-side, with the alternatives

  • Knowledge-graph + ontology depth

    Noseberry
    AEO-only agency
    Limited
    Classic SEO agency
    DIY
    Hard
  • Real estate domain fluency

    Noseberry
    AEO-only agency
    Classic SEO agency
    Mixed
    DIY
  • Multi-engine + emerging coverage

    Noseberry
    AEO-only agency
    Classic SEO agency
    DIY
    Hard
  • Defensive GEO

    Noseberry
    AEO-only agency
    Classic SEO agency
    DIY
FAQ

Frequently asked questions

What's the difference between GEO and AEO?

GEO is the umbrella discipline of optimising for generative AI surfaces. AEO is a subset focused on answer-engine extraction. We do both. Labelled per buyer language.

Is GEO worth investing in if AEO results are still patchy?

Yes if you've maxed classic SEO. The investment compounds, and being early matters in entity-graph dynamics.

Can you guarantee citation share?

No. But our methodology has a 100% lift rate across the last 14 engagements. Median lift 6.4×.

Will Google Search Generative Experience (SGE) traffic count?

Yes. Separately tracked.

Do you work with non-English markets?

Yes. Spanish, Portuguese, Hindi, Arabic, Mandarin. Per-market quote.

Ready when you are

–22K/mo multi-engine coverage?

Scope my GEO build. –22K/mo · Multi-engine coverage.

See case studies

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