Copilot cut

Leading Renewable Energy Brands in AI Search in Singapore

The same monthly sample, re-ranked using only Copilot answers.

October 2026 edition

Across the six months through October 2026, Vestas leads AI search visibility in Renewable Energy on Copilot in Singapore with a Goodie visibility score of 75.9, ahead of Sembcorp Industries (75.7) and Bloom Energy (75.0). The median score across the 10 ranked brands is 73.0, and a score above 71.1 reaches the top ten. The most-cited source grounding these answers is wikipedia.org at 9.1% of all citations, while brand-owned pages account for just 28.1%.

33k prompts · 2.5m AI answers · 12.1m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Renewable Energy · Copilot
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
73.0
Half of the 10 ranked renewable energy brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 72.5
Score to enter the top 10
71.1
Clearing 71.1 puts a brand in the category top ten. The bar sits 2.0 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
7.4
A typical answer names seven brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 6.8
Citation mix
  • Editorial 13%
  • Reference 21%
  • Other 66%
Other leads the third-party sources grounding renewable energy answers. Brand-owned citations sit in the next cell and are not counted here. “Other” covers domains we have not classified into a type yet.
Brand-owned citation share
28.1%
Owned content is in line with the index-wide average here.
Index-wide average is 26.8%
Industry sentiment
65/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
33k
Real buyer phrasing, 4 models
AI answers analysed
2.5m
222k in October · ▼ 11.6% vs September
Citations parsed
12.1m
1m in October · ▲ 11.4% vs September
Brands observed
1,321
10 ranked here · 1,311 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Renewable Energy, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01Vestas
75.9
10.3%Copilot—72blackridgeresearch.com
02Sembcorp Industries
75.7
10.3%Copilot▼ 7.062f6s.com
03Bloom Energy
75.0
10.2%Copilot—80spglobal.com
04TotalEnergies
75.0
10.2%Copilot—68apacinsider.digital
05Envision Energy
73.3
10.0%Copilot▼ 3.365blackridgeresearch.com
06Siemens Gamesa
72.8
9.9%Copilot▼ 4.670blackridgeresearch.com
07GE Renewable Energy
72.4
9.9%Copilot▼ 1.660energydigital.com
08EDP Renewables
71.4
9.7%Copilot—52f6s.com
09Vena Energy
71.2
9.7%Copilot—68f6s.com
10Goldwind
71.1
9.7%Copilot▼ 4.351blackridgeresearch.com
10 ranked · visibility is a six-month averageTop source = most frequent source in answers mentioning the brand · Δ compares Oct with Sep

Most-Cited Domains

The answer supply chain
Most-cited domains in AI answers for Renewable Energy
#DomainCitation shareΔ vs last month
01wikipedia.org
9.1%
—
02bloomberg.com
5.0%
—
03windpowermonthly.com
3.6%
—
04pvel.com
3.2%
—
05tuv.com
2.9%
—
06apnews.com
2.7%
—
07iea.org
2.7%
—
08renewabledb.com
2.7%
—
09sec.gov
2.7%
—
10mckinsey.com
1.9%
▼ 0.1
Top 10 of 2k domains observedΔ compares Oct with Sep, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for Renewable Energy, with distinct brands named and sources cited
#PromptBrandsSources
01Solar panel manufacturers with proven durability3024
02Solar and wind developers active in the region3222
03Which wind turbine producers power large projects?3320
04Firms leading the global energy transition4516
05Clean energy companies scaling rapidly3215
5 of 33k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising

No rising brands this month.

Falling
▼ 7.0
Siemens Gamesascore 72.8
▼ 4.6
Goldwindscore 71.1
▼ 4.3
5 ranked brands scored in both Sep and OctIndustry avg ±4.2/mo

Global Search Demand

Where this industry's questions originate
51,062 searches sampled
Tracked markets for Renewable Energy, by sampled search volume
#CountrySearch volume
01Japan19K
02United States17K
03United Kingdom5K
04Saudi Arabia2K
05Germany2K
06Australia2K
07Canada1K
08Egypt702
09France648
10United Arab Emirates431
11Italy356
12Singapore263
12 tracked markets
This edition

What Changed This Month

Vestas leads Renewable Energy this edition with a visibility score of 75.9, ahead of Sembcorp Industries at 75.7.

wikipedia.org is the most-cited source grounding renewable energy answers, at roughly 9.1% of citations. Brand-owned pages account for 28.1% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked renewable energy brands is 73.0, and a score above 71.1 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

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What you get
  • Visibility score
  • Industry rank
  • Brands ahead of you
  • Model and source gaps
Our Methodology

Our Approach to Gathering AI Visibility Data

We process millions of real prompts across AI Mode, ChatGPT, Copilot and Perplexity, then track which brands, products, and domains show up in the answers. That's the raw data behind every score in the Index.

Real Intent Capture

This data results from processing millions of real user prompts. We use advanced semantic and agentic processing to categorize them and define intent, filtering out noise to focus on high-value queries.

Global Model Interrogation

We run these prompts across the tracked models and across every market we cover, so each market is scored on its own answers rather than on a global average applied everywhere.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains: the specific sources models cite most often in the answers that name a brand, so you can see which sources the models lean on where you appear and where you do not.

Three-dimensional logo of Goodie, an end-to-end AI search visibility platform.
FAQ · Renewable Energy

Questions?
We Have
the Answers.

Vestas currently leads AI search visibility in renewable energy with a Goodie visibility score of 75.9, measured across the tracked AI models.

wikipedia.org is the most-cited source in renewable energy AI answers, grounding roughly 9.1% of citations in this industry.

The median score among ranked renewable energy brands is 73.0. A score above 71.1 places a brand in the industry top ten.

Each edition samples the same tracked prompt set across the models Goodie follows, then ranks brands by how often they are named in those answers.

Monthly. Each edition re-samples the tracked prompt set so month-over-month figures are directly comparable.