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Built for Google Search, AI Overviews, ChatGPT, Perplexity, Gemini, Copilot.

Neighborhood queries

The portal already owns the listing query.

Buyers ask which neighborhood fits, what the market did, and which homes are actually for sale.
A brokerage that only mirrors the MLS hands those questions to Zillow, a magazine, or another agent’s blog.

(4.9/5 Rating Stars)

Cited in Real estate

zillow.com is the most cited domain in Real estate.

Source for this chart: Top social sources. This data is accumulated from multiple sources and internal training data, which helps us get the client cited.

Cited domains by engine for Real estate
Domain
—14k——0
—13k——0
—9,061——0
—7,499——0
—0——1
—0——1
—0——1
—0——1

A dash means this snapshot has no count for that engine. A zero means the domain was not cited in the measured sample.

Snapshot 8 Oct 2026 · United States · top eight domains

The decision happens before the showing.

Someone moving to a city does not start on your listing grid. They ask which neighborhoods have schools, a commute, or a price band they can live with. Market queries (“is it a good time”, “what did prices do”) need a date. Listing queries are crowded by portals that have the same photos and a stronger domain.

Proptech has a second problem. The product is compared in “versus” queries and in chat answers that name three vendors. If your site is a feature grid with no limits, the citation goes to the review article that made the comparison. Expired listings left indexable make the site look current when it is not.

What we build

Guides that stay true after the listing sells.

Neighborhood and market pages are the assets. Listing URLs are governed so they do not pretend to be current.

  • 01

    Neighborhood as an entity

    One URL per neighborhood you actually work, with the boundaries you mean, the buyer it fits, and the buyer it does not. Agent names stay consistent with the brokerage.

  • 02

    Dated market notes

    A short update with the month, the metric, and the source. Last quarter’s note is archived or revised, not left as the only page about prices.

  • 03

    Listing indexation

    Sold and expired listings are noindexed or redirected to the neighborhood guide. The index should not be a graveyard of addresses.

  • 04

    Proptech comparisons

    If you sell software, the versus page names the alternatives, the team size it fits, and what it will not do. That is the page an answer can cite instead of a roundup.

SEO, AEO, GEO, AIO

Four checks on the neighborhood.

Neighborhood and listing hygiene are the search plan. Comparison pages and dated market notes are what an answer can name.

  • 01 — SEO

    The neighborhood URL

    Market queries belong on a neighborhood page. Listing queries stay with the portal.

    How search is built
  • 02 — AEO

    A market sentence

    The liftable line describes the area and the kind of searcher, without inventing a sale price.

    How answers cite a page
  • 03 — GEO

    Area prompts

    Perplexity is asked what it is like to buy in that neighborhood.

    GEO consultant
  • 04 — AIO

    Overview of the area

    Neighborhood overviews are checked for a citation to your market page, not a portal listing.

    AIO consultant

What they ask

Place, market, and the product beside it.

Split the brokerage queries from the software queries. They do not belong on the same URL.

Illustration

Question

best neighborhoods in Austin for families

Criteria, not a list of adjectives. Schools, streets, and who the area is a poor fit for.

  1. Neighborhoods in Austin for a family commuteOpening a model can liftCited
  2. Neighborhood as an entityReal estateCited
  3. housing market update AustinMarketRead
  4. homes for sale in Hyde ParkListingRead
  5. best real estate CRM for a small teamProptechRead

Answer

The boundary you mean, the buyer it fits, and the buyer who will hate the drive.

  • Neighborhoods in Austin for a family commute
  • Neighborhood as an entity

Criteria a stranger can use. “Vibrant and convenient” is not a citation.

The practice

How this engagement runs.

  1. 01

    Separate the businesses

    Brokerage guides and proptech comparisons do not share a URL.

  2. 02

    One neighborhood you work

    Boundaries, fit, and the current agent. A blog per agent does not split the query.

  3. 03

    Date the market

    The metric, the month, the source. An evergreen “hot market” page comes down.

  4. 04

    Retire sold inventory

    Noindex or send the address to the neighborhood guide. The index is not a graveyard.

We will not promise to outrank a portal on the raw listing query, or leave expired addresses indexable so the site looks busy.

What we watch. Non-brand clicks to neighborhood and market URLs, index coverage of active versus sold listings, and whether answers cite your guide or a portal when the question is about the area. A client figure is added here only after that client clears it.

Related practice

Real estate questions

Next

See which URL an answer would trust.

The free audit reads one page: a neighborhood guide, a listing, or a product comparison. Start with the one you wish you owned.