52%
of 'should I switch to solar' AI queries never mention the local utility's own solar program
According to Attensira research, 52% of 'should I switch to solar' AI queries never mention the local utility's own solar program.
Q1 2026 Report
Utility Customers Research Providers Through AI First
Facility managers and developers compare utility providers by asking AI. Your visibility there determines your pipeline.
47% of consumers consult AI when comparing energy providers and evaluating solar options
Executive Summary
AI Visibility in Utilities
Our analysis of 20 leading utility brands reveals that renewable energy companies and large investor-owned utilities dominate AI energy recommendations. Municipal utilities and regional providers average just 31% visibility. This report examines the transparency, sustainability, and content factors driving utility AI visibility.
The utility sector is experiencing unprecedented change as deregulation, renewable energy growth, and distributed generation reshape how commercial and industrial customers choose their energy and utility providers. AI assistants are becoming a primary research tool for facility managers evaluating energy suppliers, developers selecting utility partners for new projects, and consultants benchmarking service providers. Attensira helps utility companies ensure they are visible, accurately represented, and favorably positioned in AI-driven conversations.
39%
of homeowners have asked AI to compare energy plans or solar options
Industry estimate
65%
of municipal utilities and co-ops score below 36 in AI visibility
Attensira research
4 in 10
commercial facility managers use AI when evaluating energy suppliers
Industry estimate
91%
of AI solar recommendations mention the same 3 brands (SunPower, Tesla, Sunrun)
Attensira research
What AI platforms say
“Should I switch to solar panels for my home?”
Real responses from ChatGPT, Claude, and Google AI.
ChatGPT
Solar panels can be a great investment depending on your location and energy costs. Companies like SunPower, Tesla (Solar Roof), and Sunrun offer residential solar installations. Check your utility's net metering policy and use tools like Google's Project Sunroof to estimate savings for your address...
Brand mentioned: SunPower, Tesla, Sunrun, Google
Claude
Whether solar makes sense depends on your roof, location, and utility rates. Leading installers include SunPower (highest efficiency panels), Tesla Energy, and local installers through EnergySage marketplace. Your current utility may also offer community solar programs as an alternative...
Brand mentioned: SunPower, Tesla, EnergySage
Perplexity
According to SEIA and EnergySage data, the average US homeowner saves $20,000-$96,000 over the lifetime of a solar system. Top-rated installers include SunPower, Sunrun, and Tesla Energy. Federal tax credits currently cover 30% of installation costs [1][2]...
Brand mentioned: SunPower, Sunrun, Tesla
Google AI
Home solar panels can significantly reduce your electricity bill. Popular solar providers include Tesla Energy, SunPower, and Sunrun. Check with your local utility about net metering rates and use NextEra Energy's or Duke Energy's solar calculators to estimate your potential savings...
Brand mentioned: Tesla, SunPower, NextEra, Duke Energy
Benchmarks
Who's Winning in Utilities?
Top utilities brands ranked by how often ChatGPT, Claude, and Google AI recommend them.
Winners
| Rank | Company | Top Platform | Score |
|---|---|---|---|
| 1 | NextEra Energynexteraenergy.com | ChatGPT | 82% |
| 2 | Duke Energyduke-energy.com | Perplexity | 79% |
| 3 | Dominion Energydominionenergy.com | Claude | 76% |
| 4 | Southern Companysoutherncompany.com | ChatGPT | 78% |
| 5 | Exelonexeloncorp.com | Perplexity | 74% |
| 6 | Xcel Energyxcelenergy.com | ChatGPT | 72% |
| 7 | Edison Internationaledison.com | ChatGPT | 75% |
| 8 | PG&Epge.com | Perplexity | 81% |
| 9 | Con Edisonconed.com | Claude | 77% |
| 10 | National Gridnationalgrid.com | ChatGPT | 80% |
Underperforming
These brands appear less frequently or less prominently in AI responses.
| Rank | Company | Top Platform | Score |
|---|---|---|---|
| 1 | FirstEnergyfirstenergycorp.com | ChatGPT | 52% |
| 2 | Amerenameren.com | ChatGPT | 48% |
| 3 | Evergyevergy.com | ChatGPT | 45% |
| 4 | WEC Energy Groupwecenergygroup.com | Perplexity | 55% |
| 5 | Alliant Energyalliantenergy.com | ChatGPT | 42% |
| 6 | CenterPoint Energycenterpointenergy.com | ChatGPT | 58% |
| 7 | Entergyentergy.com | ChatGPT | 54% |
| 8 | DTE Energydteenergy.com | Perplexity | 56% |
| 9 | Consumers Energyconsumersenergy.com | ChatGPT | 50% |
| 10 | Avangridavangrid.com | Claude | 62% |
Don't see your company here?
Start monitoring how ChatGPT, Claude, and Google AI mention your brand when people ask about utilities.
State of AI Visibility in Utilities
Our analysis of 20 major utility brands reveals that renewable energy leaders and large investor-owned utilities dominate AI energy recommendations, while 65% of municipal utilities, cooperatives, and regional energy providers score below 36 — losing customer engagement and policy influence as AI reshapes energy research.
Energy Research Shifting to AI
47% of consumers and businesses now consult AI for energy provider comparisons, solar evaluations, and utility program information. Utilities invisible to AI miss customer engagement at critical decision points.
Clean Energy Visibility Divide
Renewable energy brands score 2.6x higher than traditional utilities in AI visibility. AI models heavily favor providers with published sustainability data, clean energy programs, and transparent rate information.
Customer Engagement Gap
Utilities with high AI visibility see 3.1x more enrollment in efficiency programs and renewable energy plans. When customers ask AI about saving energy, invisible utilities lose the opportunity to guide the conversation.
What Top Utilities Brands Do Differently
Key differences between the top-performing and underperforming brands in AI visibility.
Rate and Program Transparency
Winners
Top utilities publish clear rate structures, program details, and savings calculators that AI models reference when consumers ask about energy costs and options.
Underperformers
Underperformers have complex rate structures buried in PDF tariffs, invisible to AI consumer queries.
Renewable Energy Content
Winners
Winners create comprehensive content about solar programs, wind energy, community solar, and clean energy options that match growing consumer AI queries about sustainability.
Underperformers
Low-scoring utilities lack renewable energy content, missing the fastest-growing segment of energy AI queries.
Energy Efficiency Resources
Winners
High-visibility utilities publish energy saving guides, efficiency program details, and rebate information that AI recommends when customers ask about reducing bills.
Underperformers
Underperformers bury efficiency programs in hard-to-navigate pages without the structured content AI needs.
Outage and Reliability Data
Winners
Top utilities share reliability metrics, outage maps, and storm preparedness information — building trust signals AI models weight in utility comparisons.
Underperformers
Low-visibility utilities provide minimal reliability data, losing credibility in AI quality comparisons.
Educational Energy Content
Winners
Winners create educational content about energy markets, grid modernization, and technology — establishing the authority AI references for energy questions.
Underperformers
Underperformers publish only regulatory compliance content without the educational layer that drives AI recommendations.
What to focus on
Key industry metrics
Verified metrics formatted for easy citation.
78%
of AI energy responses cite rate transparency as a deciding factor
According to Attensira research, 78% of AI energy responses cite rate transparency as a deciding factor.
31%
average AI visibility score for regional utility providers
According to Attensira research, 31% average AI visibility score for regional utility providers.
3 out of 5
top AI-recommended utility brands publish detailed renewable energy mix data
According to Attensira research, 3 out of 5 top AI-recommended utility brands publish detailed renewable energy mix data.
Strategy
Your AI Visibility Action Plan for Utilities
What to focus on to get your utilities brand recommended more often by AI.
Rate Transparency
AI compares utility pricing by parsing publicly available rate data. Clear, structured rate pages with calculators beat PDF tariffs buried three clicks deep.
Service Area Clarity
When someone asks AI 'who is my electric provider,' it needs precise coverage data. Structured service territory info with zip codes and maps gets you the right matches.
Sustainability Data
Renewable energy mix, carbon reduction targets, and clean energy program details are the fastest-growing category of utility AI queries. Publish hard numbers, not just pledges.
Reliability Metrics
SAIDI, SAIFI, outage response times — AI cites these when comparing utilities. If your competitors publish reliability data and you don't, AI recommends them by default.
Step-by-Step Playbook
1
Ask AI What Your Customers Ask
Query ChatGPT, Claude, and Google AI with 'best electric rate in [your city],' 'should I switch to solar in [your state],' and 'how to lower my electric bill.' See if your utility gets mentioned.
Track your prompts →2
Publish Rates in a Structured, Crawlable Format
Replace PDF tariff schedules with HTML rate pages that include Offer schema. Add a bill estimator. AI cannot parse a 40-page PDF tariff — make your rates accessible.
3
Create a Clean Energy Program Hub
Build a single page covering your solar programs, community solar, green tariffs, and renewable energy mix with real numbers. This is the fastest-growing query category.
4
Publish Reliability and Outage Data
Share SAIDI/SAIFI scores, average outage duration, and storm response metrics. When AI compares utilities, reliability data is a primary differentiator.
5
Map Your Service Territory Clearly
Create a page listing every zip code, city, and county you serve with LocalBusiness schema. AI needs precise coverage data to match you to 'who is my utility' queries.
6
Track AI Mentions in Your Service Area
Monitor which utilities and energy brands AI recommends to customers in your territory. Identify where third-party solar companies are capturing your customers' attention.
Track competitors →Quick-Reference Checklist
Ask AI 'who is the electric provider in [your city]' — verify the answer is correct
Replace PDF tariff schedules with HTML rate pages including Offer schema
Build a bill estimator tool that works without account login
Publish your renewable energy mix with actual percentages and year-over-year trends
Create individual pages for each customer program: solar, efficiency, demand response
Publish SAIDI/SAIFI reliability scores and average outage duration publicly
List every zip code and municipality in your service territory on a structured page
Add Organization and LocalBusiness schema with service area coordinates
Create a 'how to lower your electric bill' guide specific to your rate structure
Monitor whether AI recommends third-party solar over your own solar programs
Ensure your EIA and PUC filings are linked from your website, not just filed
Track AI visibility monthly — especially around rate change announcements
How We Score AI Visibility
Attensira scores are calculated by querying major AI platforms with real-world prompts relevant to each industry, then analyzing how prominently and accurately each brand appears in the responses. Scores range from 0 to 100.
Platform Coverage
How consistently a brand appears across ChatGPT, Claude, and Google AI.
Response Quality
Whether AI responses feature the brand with accurate, detailed information.
Citation Frequency
How often the brand is cited as a source or recommendation in AI outputs.
Brand Sentiment
The tone and framing AI platforms use when mentioning the brand.
Explore Utilities Sub-Industries
Discover AI visibility solutions for specific sectors within utilities.
Electric Power Generation, Transmission & Distribution
AI visibility for electric power generation, transmission, and distribution companies including fossil fuel, nuclear, solar, wind, and hydroelectric operations.
Coming soon
Natural Gas Distribution
AI visibility for natural gas distribution companies serving residential, commercial, and industrial customers.
Coming soon
Water, Sewage & Other Systems
AI visibility for water supply, sewage treatment, irrigation, and steam supply utility companies.
Coming soon
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FAQ
Frequently Asked Questions
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