What is AI visibility or GEO/AEO?

It is the set of techniques that make AI assistants — ChatGPT, Perplexity, Google AI Overviews — understand and recommend your business when someone asks for your trade. It combines structured data, content that answers real customer questions, and consistent signals across your profiles, applied specifically to your market and boroughs in New York.

Are New Yorkers actually using AI to find contractors?

A growing number are, and the trend is accelerating. AI assistants provide direct answers rather than a list of links, which makes them attractive for anyone who wants a fast recommendation. The trades that are structured to appear in those answers now are building an advantage while the channel is still early.

Does AI visibility replace local SEO?

No, it complements it. Local SEO positions you in Google Maps and organic results. AI visibility makes you citable in assistants that summarize information before a user even reaches those results. Both channels share the same technical foundation — schema, consistent profiles, quality content — and strengthen each other.

How do I know if an AI mentions my business today?

We test it directly in the citability audit: we ask the major AI assistants about your trade in your boroughs and document whether your business appears, and in what context. That baseline drives the work.

Do you work with any business or only construction and home services?

We work exclusively with businesses in the construction, home-services and renovation sector: plumbers, electricians, HVAC, remodelers, painters, locksmiths and related trades. That means the AEO content and schema we build is calibrated for the exact questions New Yorkers ask AI assistants about home-service and construction trades.

What is the difference between AI Overviews and ChatGPT or Perplexity recommendations?

Google AI Overviews appear within Google Search, above the map pack, for users running queries directly on Google. ChatGPT and Perplexity are standalone AI assistants where users ask questions outside of Google's interface. Both draw from web content and structured data, but with different indexing and citation signals. We optimize for all three, since New York users are split across these platforms.

How long does it take to start getting cited by AI assistants?

Citation timelines vary by platform and query competitiveness. Structured data implementations and content changes can be reflected in Google AI Overviews within weeks as Google re-crawls your site. ChatGPT and Perplexity citation depends on their indexing cycles, which are less predictable, but improvements in structured signals typically produce measurable citation increases within one to three months.

Does AI visibility help with the co-op and condo market in New York?

Yes. Building managers and board members who use AI assistants to vet contractors will find a well-structured, cited business far more credible than one absent from AI responses. AI citation alongside a strong Google Business Profile and review history creates a multi-channel presence that builds the institutional trust New York's co-op and condo market requires.

Made For Builders

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AI Visibility · New York

AI Visibility in New York for Trades

When a New Yorker asks an AI for the best plumber in their borough, someone gets recommended. We work to make sure that is you.

More New Yorkers are asking ChatGPT, Perplexity and Google AI Overviews for a plumber, electrician or remodeler before they ever open the Google Maps app. AI visibility (GEO/AEO) structures your business information so those assistants cite you when someone in Brooklyn or Queens asks for your trade. It is the newest layer of local visibility, and almost no home-service contractor in New York is working it yet.

Book your audit Back to city hub

The visibility layer almost no New York trade is working yet

search.google.com/test/rich-results

JSON-LD · schema.org

application/ld+json

1{
2"@context": "https://schema.org",
3"@type": "LocalBusiness",
4"name": "Desert HVAC Phoenix",
5"@type": "HVACBusiness",
6"areaServed": "Phoenix",
7"priceRange": "$$",
8"hasOfferCatalog": {
9"@type": "OfferCatalog",
10"name": "Emergency AC repair"
11},
12"aggregateRating": {
13"@type": "AggregateRating",
14"ratingValue": 4.9,
15"reviewCount": 217
16},
17"inLanguage": "en",
18"address": {
19"addressLocality": "Phoenix",
20"addressCountry": "US"
21}
22}

Rich Results Test

Valid · 4 types detected

Types detected:LocalBusiness · Service · FAQPage · Review

deserthvacphoenix.com › emergency-ac-repair

Desert HVAC Phoenix

4.9(217)ReviewsEmergency AC repair

What is the emergency trip charge for Phoenix AC repair?

Emergency service starts at a $145 trip charge, covering Phoenix, Tempe, and Scottsdale.

FAQ

Portátil mostrando un panel de analítica con datos en tiempo real

Full service: AI Visibility

8,478NYC residents, a growing share of whom use AI assistants for local searchesUS Census Bureau, Vintage 2024 Population Estimates

2,2MSmall businesses in New York State competing for the same AI-generated recommendationsUS SBA Office of Advocacy, 2024 New York Small Business Profile

04 in 5Consumers use search engines for local information — AI Overviews now sit above those resultsThink with Google, Consumer Insights

[ 01 ]What it includes

Everything in this service

Structured data that AI systems can parse

We implement LocalBusiness and service schema markup on your site so ChatGPT, Perplexity and Google AI Overviews can read your trade, service areas across the five boroughs, license credentials and specific services without ambiguity. Structured data is the primary technical layer that makes a business citable by AI.

Answer Engine Optimization (AEO) content

We create content that directly and authoritatively answers the questions New Yorkers ask AI assistants about your trade — questions like 'who is a licensed plumber in Astoria' or 'best HVAC contractor in Park Slope' — in the format AI systems prefer to cite.

Citability audit across AI platforms

We test your current citation status directly in ChatGPT, Perplexity and Google AI Overviews for your trade and boroughs, document the baseline and use the gaps to drive the work. You see exactly where you stand today.

Cross-platform signal consistency

AI assistants draw on your Google Business Profile, website, structured data and directory listings simultaneously. We align all signals to present a single authoritative version of your business across every source AI systems consult.

First-mover advantage in a low-competition channel

Virtually no home-service contractor in New York is actively working AI visibility. Building citation authority in this channel now establishes a position that will be significantly harder to displace once competitors recognize the opportunity and begin the same work.

Ongoing citability measurement

We run recurring citability tests across the major AI assistants for your trade and boroughs, track improvement over time and expand the AEO content strategy as AI systems update their indexes and weighting signals.

[ 02 ]The local picture

Why this matters in this market

AI assistants are becoming the first search stop

A growing share of New Yorkers ask an AI assistant for a trade recommendation before opening Google Maps. If your business data is not structured for those systems, you are not in that conversation at all, regardless of how good your Google ranking is.

First movers build the advantage before the channel saturates

Almost no home-service contractor in New York is actively working AI visibility. The trades that structure their information now will establish citation authority before this channel becomes as competitive as the Google map pack.

AI assistants reward clear, citable information

ChatGPT, Perplexity and AI Overviews draw from structured data, authoritative content and consistent profiles. A business whose information is fragmented, inconsistent or absent from structured sources does not get recommended.

AI Overviews appear above the map pack in Google

Google AI Overviews can appear above the local map pack in search results for informational queries related to home services. A contractor who is cited in AI Overviews gains a visibility position that is upstream of the map pack — before the user even sees individual business listings.

Smartphone mostrando una interfaz de chat de IA

[ 03 ]How it works

The mechanism, step by step

Citability baseline measurement

We query ChatGPT, Perplexity and Google AI Overviews for your trade in your boroughs and document whether your business is cited, how it is described and what signals appear to be driving or suppressing citation.

Structured data implementation

We implement or expand LocalBusiness schema on your website, adding trade category, service areas, license credentials, service list and contact details in the machine-readable format AI systems use to parse and reference local businesses.

AEO content creation

We write content — service pages, FAQs, borough-specific pages — that directly answers the highest-volume questions New Yorkers ask AI assistants about your trade, with the depth and specificity that distinguishes citable content from generic pages.

Cross-platform signal alignment

We audit and align your Google Business Profile, website, structured data and directory listings so every AI system that consults those sources receives a consistent, authoritative signal about your business identity and service areas.

Iterative citability testing and expansion

We re-test citability at regular intervals as content and schema improvements accumulate, track the changes in AI responses and expand the content strategy to cover additional trade queries and borough combinations where you are not yet cited.

Profesional trabajando sobre los planos de un proyecto de construcción

[ 04 ]How we deliver it

Our approach

Structured data (schema)

We implement LocalBusiness and service schema markup on your site so AI systems can parse your trade, service areas across the boroughs and specific services with precision.

AEO content

We create content that directly answers the questions New Yorkers ask AI assistants about your trade — questions like 'who is the best plumber in Astoria' or 'licensed HVAC contractor in Park Slope'.

Signal consistency

We align your website, Google Business Profile and directory listings so every AI system has a single, authoritative version of your business to draw from.

Competitive citation gap analysis

We identify which competitors in your boroughs are being cited by AI assistants and why, then build a structured plan to close or overtake those citation gaps.

Citability measurement

We audit whether ChatGPT, Perplexity and Google AI Overviews mention your business today, set a baseline and track improvement as your structured signals strengthen.

What you get

Concrete deliverables

Citability audit documenting whether and how ChatGPT, Perplexity and Google AI Overviews cite your business for your trades and boroughs today

LocalBusiness and service schema implementation covering trade category, service areas, license credentials and contact details

AEO content targeting the high-volume questions New Yorkers ask AI assistants about your trade

Cross-platform signal alignment across website, Google Business Profile and major directories

Recurring citability test reports tracking improvement across AI platforms by borough and trade query

Competitive citation gap analysis identifying which trades in your boroughs are being cited and why

Content expansion roadmap for additional borough and trade query combinations as existing content gains authority

Aerial view of the New York City skyline showing Central Park surrounded by skyscrapers under a clear blue sky

See it live

What this looks like in practice

search.google.com/test/rich-results

JSON-LD · schema.org

application/ld+json

1{
2"@context": "https://schema.org",
3"@type": "LocalBusiness",
4"name": "Desert HVAC Phoenix",
5"@type": "HVACBusiness",
6"areaServed": "Phoenix",
7"priceRange": "$$",
8"hasOfferCatalog": {
9"@type": "OfferCatalog",
10"name": "Emergency AC repair"
11},
12"aggregateRating": {
13"@type": "AggregateRating",
14"ratingValue": 4.9,
15"reviewCount": 217
16},
17"inLanguage": "en",
18"address": {
19"addressLocality": "Phoenix",
20"addressCountry": "US"
21}
22}

Rich Results Test

Valid · 4 types detected

Types detected:LocalBusiness · Service · FAQPage · Review

deserthvacphoenix.com › emergency-ac-repair

Desert HVAC Phoenix

4.9(217)ReviewsEmergency AC repair

What is the emergency trip charge for Phoenix AC repair?

Emergency service starts at a $145 trip charge, covering Phoenix, Tempe, and Scottsdale.

FAQ

search.google.com/test/rich-results

JSON-LD · schema.org

application/ld+json

1{
2"@context": "https://schema.org",
3"@type": "LocalBusiness",
4"name": "Desert HVAC Phoenix",
5"@type": "HVACBusiness",
6"areaServed": "Phoenix",
7"priceRange": "$$",
8"hasOfferCatalog": {
9"@type": "OfferCatalog",
10"name": "Emergency AC repair"
11},
12"aggregateRating": {
13"@type": "AggregateRating",
14"ratingValue": 4.9,
15"reviewCount": 217
16},
17"inLanguage": "en",
18"address": {
19"addressLocality": "Phoenix",
20"addressCountry": "US"
21}
22}

Rich Results Test

Valid · 4 types detected

Types detected:LocalBusiness · Service · FAQPage · Review

deserthvacphoenix.com › emergency-ac-repair

Desert HVAC Phoenix

4.9(217)ReviewsEmergency AC repair

What is the emergency trip charge for Phoenix AC repair?

Emergency service starts at a $145 trip charge, covering Phoenix, Tempe, and Scottsdale.

FAQ

Compared

How it stacks up

	No AI visibility work	AI visibility (MFB)	Traditional SEO only
Cited by ChatGPT or Perplexity	Unlikely without structured data	Yes — schema and AEO content aligned	Occasional — depends on content depth
Visible in Google AI Overviews	No	Yes — schema and GBP aligned	Partial — organic content may qualify
First-mover advantage in NYC	None — channel already lost	Strong — almost no competitor active	Not addressed
Borough and neighborhood citation coverage	None	Structured by service-area page and schema	Limited to page-level content
Measurement of AI citation status	Not tracked	Recurring audit across platforms	Not tracked

Indicative comparison of AI visibility states for New York home-service and construction trades.

The new layer

Be in the AI answer, not just on Google

AI assistants make trade recommendations based on signals that can be built and structured. Being one of the businesses they cite in New York — when almost no competitor is doing this work — is a compounding advantage that is much easier to build now than it will be in two years.

[ — ]How to get started

From audit to production in 4 weeks

01
Week 1
Citability audit
We test whether AI assistants cite your business for your trade and boroughs today, and identify the gaps in your structured data and content.
02
Week 2
Schema and signal base
Structured data implementation and cross-platform signal alignment.
03
Week 3
AEO content
Content built around the questions New Yorkers actually ask AI assistants about your trade.
04
Ongoing
Measurement and iteration
Recurring citability tests and content expansion as AI systems update their indexes.

Local data you won't find elsewhere

The numbers behind this market

Every figure carries a verifiable source. No invented numbers.

08,478,000 residents, after adding approximately 87,000 in one yearCity population (2024)Source: US Census Bureau, Vintage 2024 Population Estimates (released May 2025)

0143,100 jobs in NYC in 2024, representing 36.7% of the state totalConstruction-sector jobsSource: Office of the NY State Comptroller, July 2025 (BLS QCEW data)

0450,000 occupied co-op units plus 318,000 condo units, together 22% of occupied stockCo-op and condo housingSource: Office of the NYC Comptroller, Spotlight: NYC's Homeowner Housing Market

02.2 million small businesses, 99.8% of all NY businessesSmall businesses in New York StateSource: US SBA Office of Advocacy, 2024 New York Small Business Profile

04 in 5 consumers use search engines to find local informationLocal search behaviorSource: Think with Google, Consumer Insights

Google AI Overviews appear for a growing range of local service queries, surfacing above the traditional blue-link results and the map pack; businesses cited in Overviews gain upstream visibility before a user reaches individual listingsAI Overviews and local searchSource: Google AI Overviews

Evidence

What the research shows

Generative AI systems can be optimized for citation through structured content

Research on Generative Engine Optimization (GEO) published on arXiv found that adding structured, authoritative content and citations to web pages increased the frequency with which generative AI systems referenced those sources in their responses, with measurable improvements in citation rate across tested query types.

arXiv GEO

Google AI Overviews are expanding coverage of local and informational queries

Google's documentation on AI Overviews describes their use across a growing range of query types including local service recommendations, meaning trades that are cited in Overview responses gain visibility at a position upstream of both the map pack and organic results.

Google AI Overviews

LocalBusiness schema is the technical foundation for AI citation of local businesses

Schema.org LocalBusiness markup and its trade-specific subtypes — Plumber, Electrician, HVACBusiness, GeneralContractor — provide the machine-readable vocabulary that AI systems use to understand a business's identity, category and service areas. Without this markup, AI systems must infer details that are prone to error or omission.

Google Search Central

Glossary

Key terms, defined

GEO (Generative Engine Optimization)

The set of techniques that increase the likelihood that generative AI systems — ChatGPT, Perplexity, Google AI Overviews — cite a specific business or piece of content in their responses, applied to local businesses by structuring data, content and signals in the formats those systems prefer.

AEO (Answer Engine Optimization)

Content and technical optimization aimed at making a business the source that AI assistants cite when answering a specific question. For New York trades, this means creating content that directly and authoritatively answers the trade-and-borough queries that homeowners ask AI assistants.

AI Overview

Google's AI-generated summary that appears above traditional search results for an increasing range of queries. Businesses cited in an AI Overview gain a visibility position upstream of both the map pack and organic blue-link results.

Citability

The degree to which a business's information is structured, consistent and authoritative enough that AI assistants can accurately reference it in a response. A business with fragmented or absent structured data has low citability regardless of its Google Maps ranking.

LocalBusiness schema

A structured data vocabulary from schema.org that describes a business's legal name, trade category, service areas, phone number and hours in a machine-readable format. Trade-specific subtypes — Plumber, Electrician, HVACBusiness — give AI systems the precise category signal needed to cite a business for the right queries.

Signal consistency

The alignment of your business identity — name, address, phone, category and service areas — across your website, Google Business Profile, structured data and directory listings. AI systems that encounter conflicting signals across sources are less likely to cite a business confidently.

In the field

The work behind it

Person using an AI chat assistant on a laptop to search for a local contractor — A growing share of New Yorkers ask AI assistants for trade recommendations before opening Google Maps.

Smartphone showing an AI-generated answer with business recommendations — AI Overviews and chat assistants recommend businesses based on structured data and authoritative content.

Contractor working on an installation project in a New York apartment — Trades that structure their business data now build AI citation authority before competitors recognize the channel.

Sources & further reading

Where this comes from

Authoritative, verifiable sources behind this service.

DocumentaciónAI Overviews in Google SearchGoogle Search Help DocumentaciónIntro to how structured data worksGoogle Search Central EstudioGEO: Generative Engine OptimizationAggarwal et al., arXiv 2023 EstándarSchema.org vocabularyschema.org

Keep building

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How to show up in ChatGPT and Perplexity

The practical guide to AI visibility for local businesses.

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How to rank on Google Maps for home services

The companion channel to AI visibility for New York trades.

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Industries we serve

How we apply AI visibility to each trade category.

Explore

We answer before we start

Frequently asked

The real questions we get about this service in this market.

Direct help

Question not listed here?

Thirty minutes by video or phone. No jargon. The team answers with data from your business on the table.

Talk to the team

Q/01What is AI visibility or GEO/AEO?
It is the set of techniques that make AI assistants — ChatGPT, Perplexity, Google AI Overviews — understand and recommend your business when someone asks for your trade. It combines structured data, content that answers real customer questions, and consistent signals across your profiles, applied specifically to your market and boroughs in New York.
Q/02Are New Yorkers actually using AI to find contractors?
A growing number are, and the trend is accelerating. AI assistants provide direct answers rather than a list of links, which makes them attractive for anyone who wants a fast recommendation. The trades that are structured to appear in those answers now are building an advantage while the channel is still early.
Q/03Does AI visibility replace local SEO?
No, it complements it. Local SEO positions you in Google Maps and organic results. AI visibility makes you citable in assistants that summarize information before a user even reaches those results. Both channels share the same technical foundation — schema, consistent profiles, quality content — and strengthen each other.
Q/04How do I know if an AI mentions my business today?
We test it directly in the citability audit: we ask the major AI assistants about your trade in your boroughs and document whether your business appears, and in what context. That baseline drives the work.
Q/05Do you work with any business or only construction and home services?
We work exclusively with businesses in the construction, home-services and renovation sector: plumbers, electricians, HVAC, remodelers, painters, locksmiths and related trades. That means the AEO content and schema we build is calibrated for the exact questions New Yorkers ask AI assistants about home-service and construction trades.
Q/06What is the difference between AI Overviews and ChatGPT or Perplexity recommendations?
Google AI Overviews appear within Google Search, above the map pack, for users running queries directly on Google. ChatGPT and Perplexity are standalone AI assistants where users ask questions outside of Google's interface. Both draw from web content and structured data, but with different indexing and citation signals. We optimize for all three, since New York users are split across these platforms.
Q/07How long does it take to start getting cited by AI assistants?
Citation timelines vary by platform and query competitiveness. Structured data implementations and content changes can be reflected in Google AI Overviews within weeks as Google re-crawls your site. ChatGPT and Perplexity citation depends on their indexing cycles, which are less predictable, but improvements in structured signals typically produce measurable citation increases within one to three months.
Q/08Does AI visibility help with the co-op and condo market in New York?
Yes. Building managers and board members who use AI assistants to vet contractors will find a well-structured, cited business far more credible than one absent from AI responses. AI citation alongside a strong Google Business Profile and review history creates a multi-channel presence that builds the institutional trust New York's co-op and condo market requires.

Start with the audit

We audit your local visibility in 30 minutes. Free.

We tell you where you stand today, why, and the three things to move first. With your business data on the table. Document in 24h.

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AI Visibility in New York for Trades

Everything in this service

Structured data that AI systems can parse

Answer Engine Optimization (AEO) content

Citability audit across AI platforms

Cross-platform signal consistency

First-mover advantage in a low-competition channel

Ongoing citability measurement

Why this matters in this market

AI assistants are becoming the first search stop

First movers build the advantage before the channel saturates

AI assistants reward clear, citable information

AI Overviews appear above the map pack in Google

The mechanism, step by step

Citability baseline measurement

Structured data implementation

AEO content creation

Cross-platform signal alignment

Iterative citability testing and expansion

Our approach

Structured data (schema)

AEO content

Signal consistency

Competitive citation gap analysis

Citability measurement

Concrete deliverables

What this looks like in practice

How it stacks up

Be in the AI answer, not just on Google

From audit to production in 4 weeks

Citability audit

Schema and signal base

AEO content

Measurement and iteration

The numbers behind this market

What the research shows

Key terms, defined

The work behind it

Where this comes from

Other services in this city

AI Receptionist

Google Business Profile

Google Reviews

Local SEO

The same service in nearby cities

Related resources

How to show up in ChatGPT and Perplexity

How to rank on Google Maps for home services

Industries we serve

Frequently asked

Question not listed here?

We audit your local visibility in 30 minutes. Free.