Market cut · Singapore

Leading Renewable Energy Brands in AI Search in Singapore

The Renewable Energy index re-ranked using only prompts and answers from Singapore.

October 2026 edition

Across the six months through October 2026, NextEra Energy leads AI search visibility in Renewable Energy in Singapore with a Goodie visibility score of 60.1, ahead of REC Group (58.1) and Vestas (56.6). The median score across the 23 ranked brands is 35.9, and a score above 37.2 reaches the top ten. The most-cited source grounding these answers is bloomberg.com at 5.0% of all citations, while brand-owned pages account for just 18.7%.

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

Industry Benchmarks

October 2026 · Renewable Energy · Singapore
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
35.9
Half of the 23 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 71.7
Score to enter the top 10
37.2
Clearing 37.2 puts a brand in the category top ten. The bar sits 1.3 points above the midpoint, so the leaderboard is closely contested.
Brands named per answer
9.2
A typical answer names nine brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 8.0
Citation mix
  • UGC 3%
  • Editorial 7%
  • Video 1%
  • Reference 11%
  • Other 78%
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
18.7%
Owned content is weak here: third-party sources decide most of these answers.
Index-wide average is 26.8%
Industry sentiment
61/100
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
23 ranked here · 1,298 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
01NextEra Energy
60.1
7.9%AI ModeChatGPTPerplexity▼ 1.968energydigital.com
02REC Group
58.1
7.6%AI ModeChatGPTPerplexity·78pv-magazine-usa.com
03Vestas
56.6
7.4%AI ModeCopilotPerplexity▼ 1.552energydigital.com
04Envision Energy
56.5
7.4%AI ModeChatGPTCopilot▼ 1.365blackridgeresearch.com
05EDP Renewables
55.7
7.3%AI ModeChatGPTCopilot▲ 1.043edb.gov.sg
06SunPower
38.6
5.1%AI ModePerplexity▼ 1.071cptlenergy.com
07Sembcorp Industries
38.0
5.0%AI ModeCopilot▼ 1.760edb.gov.sg
08LONGi
37.4
4.9%AI ModeChatGPT—74solar-stack.com
09Vena Energy
37.4
4.9%ChatGPTCopilot▼ 0.560edb.gov.sg
10Goldwind
37.2
4.9%CopilotPerplexity▼ 1.951blackridgeresearch.com
23 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
01bloomberg.com
5.0%
—
02cleanview.co
4.5%
—
03youtube.com
3.6%
—
04pvel.com
3.4%
—
05reuters.com
3.2%
—
06energydigital.com
3.1%
—
07wikipedia.org
3.1%
—
08yahoo.com
3.0%
▼ 0.1
09renewables.digital
2.9%
—
10tuv.com
2.9%
—
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 and wind developers active in the region169198
02Firms leading the global energy transition129178
03Solar panel manufacturers with proven durability64178
04Which wind turbine producers power large projects?72155
05Clean energy companies scaling rapidly125132
5 of 33k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
▲ 1.4
EDP Renewablesscore 55.7
▲ 1.0
Falling
Siemens Gamesascore 18.2
▼ 3.3
Siemens Energyscore 19.9
▼ 2.8
NextEra Energyscore 60.1
▼ 1.9
14 ranked brands scored in both Sep and OctIndustry avg ±1.4/mo

Global Search Demand

Where this industry's questions originate
2,433,897 searches sampled
Tracked markets for Renewable Energy, by sampled search volume
#CountrySearch volume
01United States1.1M
02United Kingdom533K
03Japan197K
04Saudi Arabia136K
05Germany107K
06Canada99K
07Australia98K
08Egypt44K
09France43K
10United Arab Emirates27K
11Italy22K
12Singapore16K
12 tracked markets
This edition

What Changed This Month

NextEra Energy leads Renewable Energy this edition with a visibility score of 60.1, ahead of REC Group at 58.1.

bloomberg.com is the most-cited source grounding renewable energy answers, at roughly 5.0% of citations. Brand-owned pages account for 18.7% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked renewable energy brands is 35.9, and a score above 37.2 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

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31 industries4 models355m+ citation observationsFree unlimited checks
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.

NextEra Energy currently leads AI search visibility in renewable energy with a Goodie visibility score of 60.1, measured across the tracked AI models.

bloomberg.com is the most-cited source in renewable energy AI answers, grounding roughly 5.0% of citations in this industry.

The median score among ranked renewable energy brands is 35.9. A score above 37.2 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.