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 London
3,263
Window Cleaners in London
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 London?", ChatGPT typically responds: "I can suggest some ways to find a good window cleaners in London. Bark has verified reviews and ratings. Google Maps is also useful for finding nearby options. Look for businesses with consistent reviews across multiple platforms and at least 4 stars on Google."
Each AI system uses different data sources and citation patterns for London.
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.
London 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 London, the challenge is differentiation. Thousands of window cleaning companies compete for AI attention. Generic "we serve London" content gets buried. You need neighbourhood-level targeting, specialist positioning, and volume reviews to stand out. AI in London can distinguish between Greater London sub-areas — use this to your advantage.
Bark is the #1 AI citation source for window cleaning companies in London
For window cleaners in London, the highest-impact fix is registering on Bark with a complete profile and actively collecting reviews there. Google AI Overviews dominate London searches because Google has the deepest local data for the UK capital. GBP completeness is the #1 factor. Combine this with a complete Google Business Profile (photos, hours, services, Q&A) and you've covered the two main AI citation pathways for London.
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 London 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 London, Google AI Overviews currently performs best. Google AI Overviews dominate London searches because Google has the deepest local data for the UK capital. GBP completeness is the #1 factor.
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