Inserviss LabsInserviss Labs
AI visibility for real estate agents & brokerages

Be Real Estate Agent
AI recommends

AI names five or six agents per city, from Google Business Profile and their own sites — not the portals. Inserviss makes your evidence the evidence it cites.

Questions buyers, sellers and tenants ask AI assistants about real estate — the demand this map samples across residential agents and teams, brokerages, and commercial real estate brokers:

  • Finding an Agent: best real estate agent in [city]
  • Finding an Agent: top listing agent for [neighborhood]
  • Finding an Agent: real estate agent who specializes in first-time buyers
  • Finding an Agent: how to choose a real estate agent
  • Finding an Agent: agent experienced with [property type] in [area]
  • Finding an Agent: buyer’s agent vs listing agent difference
  • Finding an Agent: real estate agent for a relocation to [city]
  • Finding an Agent: agent who knows the [neighborhood] school district
  • Finding an Agent: real estate agent for a downsizing / senior move
  • Finding an Agent: bilingual real estate agent [city]
  • Finding an Agent: agent for an investment property purchase [area]
  • Selling a Home: how much is my house worth in [neighborhood]
  • Selling a Home: best time to sell a house in [city]
  • Selling a Home: what does it cost to sell a house
  • Selling a Home: do I need to renovate before selling [area]
  • Selling a Home: how long do homes take to sell in [neighborhood]
  • Selling a Home: sell as-is vs make repairs [city]
  • Selling a Home: staging worth it for selling a home [area]
  • Selling a Home: pricing strategy for selling in a slow market
  • Selling a Home: agent commission for selling a house [city]
  • Selling a Home: sell my home off-market pocket listing
  • Buying a Home: is now a good time to buy a house in [city]
  • Buying a Home: how much house can I afford on [income]
  • Buying a Home: first-time home buyer programs [state]
  • Buying a Home: how much down payment do I really need
  • Buying a Home: buying a home in [neighborhood] pros and cons
  • Buying a Home: new construction vs existing home [area]
  • Buying a Home: how competitive is the market in [city] right now
  • Buying a Home: contingencies to include in an offer
  • Buying a Home: buying a condo vs a house [area]
  • Buying a Home: closing costs for a buyer in [city]
  • Neighborhoods & Market: best neighborhoods in [city] for families
  • Neighborhoods & Market: up-and-coming neighborhoods in [city]
  • Neighborhoods & Market: is [neighborhood] a good investment
  • Neighborhoods & Market: [city] housing market forecast 2026
  • Neighborhoods & Market: safest neighborhoods in [city]
  • Neighborhoods & Market: walkable neighborhoods near [landmark]
  • Neighborhoods & Market: home price trends in [neighborhood]
  • Neighborhoods & Market: best commute-friendly suburbs of [city]
  • Neighborhoods & Market: is the [city] market a buyer’s or seller’s market
  • Neighborhoods & Market: neighborhoods with the best appreciation [city]
  • Commission & Fees: what is the standard real estate commission in [state]
  • Commission & Fees: is real estate commission negotiable
  • Commission & Fees: who pays the buyer’s agent after the NAR settlement
  • Commission & Fees: flat-fee vs percentage listing agent [city]
  • Commission & Fees: discount real estate broker [area] worth it
  • Commission & Fees: buyer agency agreement what am I signing
  • Commission & Fees: dual agency should I avoid it
  • Commission & Fees: what does a listing agent actually do for the fee
  • Commission & Fees: agent rebate to buyers legal in [state]
  • Commission & Fees: total cost to sell including agent fees [city]
  • Reviews & Track Record: real estate agent reviews [city]
  • Reviews & Track Record: agent with the most sales in [neighborhood]
  • Reviews & Track Record: how to check an agent’s sales history
  • Reviews & Track Record: agent list-to-sale price ratio [area]
  • Reviews & Track Record: is this agent good with negotiations
  • Reviews & Track Record: agent average days on market [city]
  • Reviews & Track Record: top-rated real estate team in [city]
  • Reviews & Track Record: agent client testimonials from my area
  • Reviews & Track Record: years in business for a real estate agent to trust
  • Reviews & Track Record: agent who has sold homes like mine [neighborhood]
  • Choosing a Brokerage: best real estate brokerage in [city]
  • Choosing a Brokerage: boutique brokerage vs national franchise [area]
  • Choosing a Brokerage: brokerage known for luxury listings [city]
  • Choosing a Brokerage: which brokerage sells the most in [neighborhood]
  • Choosing a Brokerage: brokerage with strong marketing for sellers [area]
  • Choosing a Brokerage: local brokerage vs iBuyer for selling fast
  • Choosing a Brokerage: brokerage for a relocation buyer [city]
  • Choosing a Brokerage: full-service vs discount brokerage [area]
  • Choosing a Brokerage: brokerage with in-house staging and photography
  • Choosing a Brokerage: family-run real estate brokerage [city]
  • Services & Teams: real estate team vs single agent which is better
  • Services & Teams: brokerage with a dedicated buyer’s team [city]
  • Services & Teams: brokerage that handles new development sales
  • Services & Teams: property management arm at a brokerage [area]
  • Services & Teams: brokerage with relocation services [city]
  • Services & Teams: concierge pre-sale renovation program brokerage
  • Services & Teams: brokerage with a rental division [area]
  • Services & Teams: in-house mortgage and title at a brokerage
  • Services & Teams: brokerage that markets to international buyers
  • Services & Teams: which brokerage handles estate and probate sales [city]
  • Listing Marketing: how does [brokerage] market a luxury listing
  • Listing Marketing: brokerage with the best listing photography [city]
  • Listing Marketing: brokerage that does 3D tours and video [area]
  • Listing Marketing: syndication reach of a local brokerage’s listings
  • Listing Marketing: brokerage with a strong social media presence [city]
  • Listing Marketing: off-market / private listing network brokerage
  • Listing Marketing: brokerage email list size for buyer reach
  • Listing Marketing: does the brokerage do broker opens and events
  • Listing Marketing: brokerage print and magazine advertising [area]
  • Listing Marketing: how a brokerage prices and positions a listing
  • Areas Covered: brokerage that covers [neighborhood] and [neighborhood]
  • Areas Covered: brokerage with agents in the [city] suburbs
  • Areas Covered: brokerage specializing in [waterfront / historic / new-build]
  • Areas Covered: does this brokerage cover [county]
  • Areas Covered: brokerage with the deepest roots in [neighborhood]
  • Areas Covered: multi-market brokerage for a buyer relocating
  • Areas Covered: brokerage focused on the [school district]
  • Areas Covered: rural / land specialist brokerage near [city]
  • Areas Covered: brokerage that knows the [downtown] condo market
  • Areas Covered: brokerage covering both [city] and [nearby city]
  • Commission Structure: what commission does [brokerage] charge sellers
  • Commission Structure: brokerage fee compared to the local average
  • Commission Structure: does the brokerage offer a tiered or flat fee
  • Commission Structure: transaction fee on top of commission at a brokerage
  • Commission Structure: brokerage buyer rebate policy [state]
  • Commission Structure: is a full-service brokerage worth the higher fee
  • Commission Structure: brokerage listing fee for a quick sale
  • Commission Structure: what the brokerage fee covers vs a discount broker
  • Commission Structure: negotiating commission with a brokerage
  • Commission Structure: brokerage marketing costs included in the fee
  • Reputation & Reviews: [brokerage] reviews from sellers
  • Reputation & Reviews: most trusted real estate brokerage in [city]
  • Reputation & Reviews: brokerage sales volume and market share [area]
  • Reputation & Reviews: brokerage average list-to-sale ratio [city]
  • Reputation & Reviews: complaints about a local brokerage
  • Reputation & Reviews: brokerage years in business and local reputation
  • Reputation & Reviews: awards and rankings for [brokerage]
  • Reputation & Reviews: brokerage client retention and repeat business
  • Reputation & Reviews: is this brokerage responsive to buyers
  • Reputation & Reviews: brokerage reviews for the [neighborhood] market
  • Finding a CRE Broker: best commercial real estate broker in [city]
  • Finding a CRE Broker: CRE broker specializing in [office / retail / industrial]
  • Finding a CRE Broker: tenant rep broker for a [size] SF office lease [city]
  • Finding a CRE Broker: how to choose a commercial real estate broker
  • Finding a CRE Broker: CRE broker for a first commercial property purchase
  • Finding a CRE Broker: landlord rep vs tenant rep broker
  • Finding a CRE Broker: commercial broker for a 1031 exchange [area]
  • Finding a CRE Broker: CRE broker who knows the [submarket] market
  • Finding a CRE Broker: broker for a medical office / flex space lease [city]
  • Finding a CRE Broker: commercial broker for a small business storefront
  • Property Types & Deals: industrial / warehouse space for lease in [submarket]
  • Property Types & Deals: retail space availability [neighborhood]
  • Property Types & Deals: multifamily investment broker [city]
  • Property Types & Deals: office sublease options in [submarket]
  • Property Types & Deals: net lease / STNL investment broker [area]
  • Property Types & Deals: land and development site broker near [city]
  • Property Types & Deals: self-storage or specialty asset broker
  • Property Types & Deals: owner-user commercial property broker [city]
  • Property Types & Deals: flex / R&D space broker [submarket]
  • Property Types & Deals: broker for a portfolio disposition
  • Leasing vs Sale: should my business lease or buy its space [city]
  • Leasing vs Sale: typical commercial lease term and TI allowance [submarket]
  • Leasing vs Sale: how commercial lease rates are quoted (NNN vs gross)
  • Leasing vs Sale: what a tenant rep broker does in a lease negotiation
  • Leasing vs Sale: commercial property cap rates in [submarket]
  • Leasing vs Sale: sale-leaseback advisory broker [area]
  • Leasing vs Sale: renewing vs relocating a commercial lease
  • Leasing vs Sale: broker to run a competitive process for a sale [city]
  • Leasing vs Sale: lease vs own analysis for a growing company
  • Leasing vs Sale: commercial rent comps for [submarket]
  • Submarkets & Assets: best submarket for an office lease in [metro]
  • Submarkets & Assets: industrial vacancy rate in [submarket]
  • Submarkets & Assets: retail corridors with foot traffic in [city]
  • Submarkets & Assets: which submarket is best for a distribution center
  • Submarkets & Assets: Class A vs Class B office in [submarket]
  • Submarkets & Assets: emerging commercial submarkets near [city]
  • Submarkets & Assets: flex space clusters in the [metro] area
  • Submarkets & Assets: submarket rent growth trends [metro]
  • Submarkets & Assets: where medical office demand is strongest [city]
  • Submarkets & Assets: best located [asset type] building in [submarket]
  • Fees & Representation: how are commercial real estate broker fees paid
  • Fees & Representation: tenant rep broker cost to a tenant (usually none) explained
  • Fees & Representation: commercial sales commission percentage [city]
  • Fees & Representation: exclusive representation agreement CRE what it means
  • Fees & Representation: co-broke split on a commercial deal
  • Fees & Representation: consulting / advisory fee for a CRE broker
  • Fees & Representation: does a landlord rep fee affect my lease rate
  • Fees & Representation: commercial broker retainer vs success fee
  • Fees & Representation: fee structure for a portfolio assignment
  • Fees & Representation: what a CRE broker fee covers on a lease
  • Track Record & References: commercial broker recent deals in [submarket]
  • Track Record & References: how to check a CRE broker’s transaction history
  • Track Record & References: which broker leased [notable building]
  • Track Record & References: CRE broker deal volume and specialization [city]
  • Track Record & References: commercial broker references from tenants my size
  • Track Record & References: broker market knowledge for [asset type] in [submarket]
  • Track Record & References: CRE brokerage rankings for [metro]
  • Track Record & References: is this broker well-connected with local landlords
  • Track Record & References: commercial broker average time to close a lease
  • Track Record & References: broker testimonials for [asset type] deals
0%
Current coverage
$18–40K
AI commission value inquired a year
24
Est. new clients a year via AI
E
AI visibility grade
Your businessFinding an AgentSelling a HomeBuying a HomeNeighborhoods & MarketCommission & FeesReviews & Track Record
Not citing you — going to a portal or a bigger nameCurrently cites you — wired to your business

The 6-month view is an illustrative projection of winnable questions with AI Agents: Scout, Maker, and Anchor running continuously — not a forecast for a specific business.

What you’ll see

Your console, from day one

Opportunities, overnight work, traffic, new clients — one live view.

Opportunities your agents found
Ranked by how fast you can win them
"Best luxury agent in [neighborhood]"
Nobody cited yet · ~110 asks/month · exactly your market
Approve fix
"Top commercial broker for [asset type] in [market]"
High value · a competing agent is named instead · winnable in ~3 weeks
Approve fix
"Agent with the most closings in [zip code]"
Nobody cited yet · ~70 asks/month · matches your sales history
Approve fix
"[Agent] years in business" — nothing published, so AI can’t cite it
Your track record lives on a flyer an AI model will never read
Refresh now
"Best agent for [neighborhood]" — cited, but a competitor is named first
You’ve closed more deals here this year
Fix wording

Just paste your website or business name — no forms, no design work

AI Visibility Score

One number. Every engine. Never blended.

0–100 for whether AI names your business and cites the evidence — consistent facts, review counts, years in business, sales volume. Toggle three months forward.

Illustrative — a sample real estate business

0F
Named by AI · How often assistants name the business for “[type] in [area]” at all0
Vs. competitors · Share of the answer next to the big-name teams and the portals0
Facts correct · Whether name, role, brokerage and service area match everywhere0
Listed where AI looks · Google Business Profile and your own site — where ~98% of citations come from0
Site AI can read · Whether review counts, years in business and sales volume are structured content, not images0
Where the business stands, engine by engine — never blended
Google AI Overviewsthe default for “best agent in [city]”Not cited
ChatGPTwhere a buyer or seller narrows to a few agentsNot cited
Perplexitywhere clients check reviews and sales historyNot cited
GeminiNot cited
Microsoft CopilotNot cited
Anthropic ClaudeNot cited

AI rarely names this business — and when it does, the brokerage or service area is inconsistent across the profiles it reads. Buyers and sellers are being routed to the portals and the single biggest-name team instead.

How the AI Visibility Score works →

Features

Features that help you manage and grow your business

A person typing on a laptop

Built from what you already have

Paste your website, Instagram, or just your business name — no design work, no forms to fill out.

A phone showing a calendar app, open to pick a date

Real, bookable services

Customers book and pay right on your page — no phone calls, no back-and-forth.

A phone making a contactless card payment on a card reader

Payment goes straight to you

Connect your own Stripe account from your dashboard. We never see or store your bank details.

A phone showing an AI assistant chat screen

Built to be found, not just to look nice

Every page ships with real visible answers AI engines and Google actually read and cite.

✓ Track-record page — years, sales volume, list-to-sale ratio as text✓ Structured specialty & service-area content✓ Location-rich testimonials & a consultation intake flow

Knowledge graph

The asset that compounds

Every month, AI verifies more facts about your business — service area, specialties, years in business, sales volume, review counts, awards — and they stay. A competitor starting today is months behind.

25
Entities tracked
108
Verified connections
0%
Average confidence
Your businessIdentity & service areaSpecialties & marketsTrack record & evidenceReviews & recognitionListings & marketingDirectories & profiles
Scoutverified factMakerpublished answerAnchorprofile & directory consistency

A sample of the graph. Scout verifies the facts, Maker publishes the evidence, Anchor keeps every profile consistent — and it only ever grows. Illustrative figures.

Monthly report

One report. Every month.

Your score and its trend, citations by engine, where you stand against nearby teams, what the agents did, and what needs you.

Illustrative sample — not a real client’s data.

Monthly AI Visibility Report
Harborline Realty Group
August 2026
Delivered 1 September 2026
Across 6 engines, 40 tracked queries, 2 named competitors.
AI Visibility Score for Harborline Realty Group, August 2026: 39 out of 100, grade F, up 18 points from last month.
AI Visibility Score ·

Harborline now shows up for most “best agent near [neighborhood]” answers, but on “top listing agent for [neighborhood]” — your highest-value question — the single biggest-name team still answers in your place.

Key numbers
37%
Overall citation rate
+18pts
13
New clients via AI this month
from 4
$186K
Commission value traced to AI
from $44K
2nd
Share of voice, 2 named rivals
from 3rd
Citation rate by engine — never blended
Google AI Overviews51%
ChatGPT37%
Microsoft Copilotnew this month28%
Gemini26%
Perplexity14%
Anthropic Claude9%
Copilot grounding data — new source, live since domain verification
28
Grounding queries matched your service area
11
“Ready to hire” queries, of 28
2
Pages cited (0 last month)
3 of 11
“Ready to hire” queries you now win
from 0 of 11
Citation share — you vs. named competitors
“Best real estate agent near [neighborhood]”
You27%
a nearby team58%
“Top listing agent for [neighborhood]”
You8%
the biggest-name team68%
“Agent who knows the [submarket] condo market”
You42%
a portal profile33%
Flagged for your review
FixChatGPT still lists you at your previous brokerage — your Zillow and Realtor.com profiles disagree, sent to Anchor.
Gap“Years in business” and “sales volume” aren’t readable text on your site — the queries that cite them go elsewhere.
What your agents did in August
Scout verified your Bing Webmaster Tools domain — Copilot grounding data is now live
Maker published a track-record page (years, volume, list-to-sale ratio) as structured text — cited on Perplexity within 48 hours
Scout spotted the brokerage mismatch across four profiles — currently costing citations
Anchor aligned your Google Business Profile name and service area with your own site
While the office was closed for the weekend
Scout caught a competitor’s new neighborhood landing page going live on Saturday
Anchor pushed the corrected brokerage name live on Zillow and Realtor.com
Maker added three testimonials that name specific neighborhoods so Copilot can quote them
Knowledge graph — your persistent asset
124
Entities tracked (+18)
592
Verified connections (+118)
93%
Average confidence score

The graph is yours and it compounds. Every month it holds more verified facts about your business — service area, specialties, years in business, sales volume, review counts, awards — so answers get harder to get wrong and the business gets harder for a competitor to displace. Stop, and it stops growing; stay, and each month starts further ahead than the last.

Focus for September
Finish the brokerage-name alignment across Zillow, Realtor.com and Redfin
Push “top listing agent for [neighborhood]” citation share past the 68% lead
Publish sales volume and list-to-sale ratio as readable text, not an image

Just paste your website or business name — no forms, no design work

FAQ

The detail, if you want it

See where AI is sending your buyers and sellers

One diagnostic, six engines, free.