AI Visibility Research
84% of window cleaners are invisible to AI. One of the hardest trades to get cited for — most window cleaners have no website. AI defaults to Bark and Google Maps.
Check your business79%
Invisible to ChatGPT
window cleaning companies in New York
2,234
Window Cleaners in New York
21%
AI-visible
Can be found by AI assistants
2-4 weeks
Time to fix
With structured data + directories
The test
When asked "Can you recommend a window cleaners in New York?", ChatGPT typically responds: "I can suggest some options for finding a window cleaners in New York. You might want to check Google Business Profile, which has verified reviews, or Google Maps for nearby options. Look for businesses with 4.5+ stars and at least 50 reviews. In New York, it's also worth checking Angi and the Better Business Bureau for verified service providers."
Each AI system uses different data sources and citation patterns for New York.
Source: Bing index
ChatGPT almost never cites window cleaners — defaults to Bark/Google Maps.
Source: Live web crawl
Perplexity cites from Google Maps 22% of the time.
Source: Google index + Maps
Google AI shows Google Maps results only.
New York has one of the highest concentrations of window cleaning companies globally. With 79% invisible to AI, the competition is fierce — but businesses that invest in structured data and directory presence stand out more dramatically because AI has so many options to filter through. The 21% that are visible have typically invested in professional SEO.
In New York, the challenge is differentiation. Thousands of window cleaning companies compete for AI attention. Generic "we serve New York" content gets buried. You need neighbourhood-level targeting, specialist positioning, and volume reviews to stand out. AI in New York can distinguish between New York Metro Area sub-areas — use this to your advantage.
Google Business Profile is the #1 AI citation source for window cleaning companies in New York
For window cleaners in New York, the highest-impact fix is registering on Google Business Profile with a complete profile and actively collecting reviews there. ChatGPT excels in NYC because Yelp (Bing's primary directory source) has the deepest NYC coverage of any city worldwide. Combine this with a complete Google Business Profile (photos, hours, services, Q&A) and you've covered the two main AI citation pathways for New York.
Window Cleaners businesses face specific challenges that prevent AI assistants from finding and recommending them.
Most window cleaners operate without websites — phone and WhatsApp only.
Pricing per property type is almost never published online.
No industry certification body.
Service scope (residential, commercial, conservatories, gutters) not differentiated.
What the visible businesses do differently
Published pricing: 2-bed from £8, 3-bed from £12, 4-bed from £18 • A real website with service descriptions • Bark profile with reviews • Regular route areas listed
Schema types that matter: HomeAndConstructionBusiness, LocalBusiness, Service
Property size pricing table. This alone puts you ahead of 90% of competitors.
These are your only AI citation pathways.
Specific streets, estates, and postcodes you cover regularly.
Residential, commercial, conservatory roof, gutter cleaning — separate pages.
In an industry with no verification body, reviews are everything.
Only about 21% of window cleaning companies in New York are visible to ChatGPT. The rest are invisible because they lack the structured data, directory presence, and content that AI assistants need to make recommendations. Our research shows that ChatGPT relies on Bing's index for 87% of its citations.
Most window cleaning companies can achieve basic AI visibility within 2-4 weeks by adding structured data, claiming key directories, and submitting to Bing Webmaster Tools. Full optimisation (including review building and content creation) typically takes 2-3 months to show results.
Not directly. ChatGPT uses Bing's index, not Google's. However, the factors that help you rank on Google (structured data, quality content, reviews) also help on Bing. Our data shows that 87% of ChatGPT citations match Bing's top 10 results, while only 56% match Google's top 10.
For window cleaning companies in New York, ChatGPT currently performs best. ChatGPT excels in NYC because Yelp (Bing's primary directory source) has the deepest NYC coverage of any city worldwide.
window cleaning companies should use HomeAndConstructionBusiness, LocalBusiness, Service schema types. The most impactful is adding your business details (name, address, phone, hours, services) in structured data that AI can read programmatically.
Run a free Flatline audit to check your visibility score. We'll tell you if ChatGPT, Perplexity, and Google AI can find your business — and what to fix if they can't.
Free SEO audit in 15 seconds
Run free audit