AI Visibility Research
70% of solar installers are invisible to AI. Green energy queries are growing fast — AI needs MCS certification, system pricing per kW, and ROI calculations to cite individual installers over comparison platforms.
Check your business65%
Invisible to ChatGPT
solar panel installers in New York
2,359
Solar Panel Installers in New York
35%
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 solar panel installers in New York?", ChatGPT typically responds: "I can suggest some options for finding a solar panel installers 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 recommends Solar Guide, MCS directory, and Energy Saving Trust. Only 30% cite individual installers.
Source: Live web crawl
Perplexity cites installers 38% of the time, often from comparison articles.
Source: Google index + Maps
Google AI shows comparison platforms and government guidance on solar.
New York has one of the highest concentrations of solar panel installers globally. With 65% 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 35% that are visible have typically invested in professional SEO.
In New York, the challenge is differentiation. Thousands of solar panel installers 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 solar panel installers in New York
For solar panel installers 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.
Solar Panel Installers businesses face specific challenges that prevent AI assistants from finding and recommending them.
Comparison platforms (Solar Guide, EcoExperts) aggregate installer quotes.
MCS (Microgeneration Certification Scheme) isn't in structured data.
System pricing per kW and ROI timelines aren't published.
Panel brand comparisons aren't on the installer's site.
What the visible businesses do differently
MCS certification in schema • Published pricing per kW installed • ROI calculator or payback timeline content • Panel brand comparison content
Schema types that matter: ElectricalContractor, HomeAndConstructionBusiness, LocalBusiness, Service
MCS certification is required for government incentives and is the trust signal AI requires.
3kW system from £5,000, 4kW from £6,500, battery storage add-on from £3,000. Include estimated annual savings.
These directories are what AI trusts for solar recommendations.
Payback timelines, annual savings estimates, government incentive explanations. This is highly citable content.
SunPower vs LG vs Jinko — efficiency, warranty, cost. Genuine comparison content AI values.
Only about 35% of solar panel installers 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 solar panel installers 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 solar panel installers 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.
solar panel installers should use ElectricalContractor, 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.
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