Perplexity cut

Leading Personal Care & Household Brands in AI Search in Singapore

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

October 2026 edition

Across the six months through October 2026, Ecover leads AI search visibility in Personal Care & Household on Perplexity in Singapore with a Goodie visibility score of 82.7, ahead of Method (82.5) and Tide (78.8). The median score across the 10 ranked brands is 77.4, and a score above 75.3 reaches the top ten. The most-cited source grounding these answers is cnn.com at 3.6% of all citations, while brand-owned pages account for just 6.5%.

34k prompts · 2.6m AI answers · 11.5m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Personal Care & Household · Perplexity
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
77.4
Half of the 10 ranked personal care & household brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 75.7
Score to enter the top 10
75.3
Clearing 75.3 puts a brand in the category top ten. The bar sits 2.1 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
9.3
A typical answer names nine brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 7.0
Citation mix
  • UGC 6%
  • Editorial 8%
  • Video 1%
  • Reference 5%
  • Other 80%
Other leads the third-party sources grounding personal care & household 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
6.5%
Owned content is weak here: third-party sources decide most of these answers.
Index-wide average is 26.8%
Industry sentiment
55/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
34k
Real buyer phrasing, 4 models
AI answers analysed
2.6m
301k in October · ▲ 19.9% vs September
Citations parsed
11.5m
1m in October · ▲ 19.5% vs September
Brands observed
1,122
10 ranked here · 1,112 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Personal Care & Household, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01Ecover
82.7
10.6%Perplexity—50thegoodtrade.com
02Method
82.5
10.6%Perplexity—53thegoodtrade.com
03Tide
78.8
10.1%Perplexity—68thequalityedit.com
04Crest
78.2
10.0%Perplexity▼ 13.766nbcnews.com
05Seventh Generation
77.8
10.0%Perplexity▼ 16.460thegoodtrade.com
06Pampers
77.0
9.9%Perplexity▼ 15.426indianretailer.com
07Johnson's Baby
76.8
9.8%Perplexity—52fashf.com
08Sensodyne
75.4
9.7%Perplexity—63nbcnews.com
09Colgate
75.4
9.7%Perplexity▼ 5.554nbcnews.com
10Blueland
75.3
9.7%Perplexity—56thegoodtrade.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 Personal Care & Household
#DomainCitation shareΔ vs last month
01cnn.com
3.6%
—
02emarketer.com
3.6%
—
03apple.com
2.9%
—
04reddit.com
2.7%
—
05ad-hoc-news.de
2.7%
—
06choice.com.au
2.7%
—
07dentalroundup.com
2.7%
—
08health.com
2.7%
—
09thegoodtrade.com
2.4%
—
10yougov.com
2.3%
▲ 0.8
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 Personal Care & Household, with distinct brands named and sources cited
#PromptBrandsSources
01Household cleaning brands with eco friendly products4249
02Personal care brands consumers buy repeatedly4545
03Baby care brands parents trust5844
04Which laundry detergents clean best?1938
05Toothpaste brands recommended by dentists2137
5 of 34k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising

No rising brands this month.

Falling
▼ 16.4
Pampersscore 77.0
▼ 15.4
Crestscore 78.2
▼ 13.7
4 ranked brands scored in both Sep and OctIndustry avg ±12.7/mo

Global Search Demand

Where this industry's questions originate
46,279 searches sampled
Tracked markets for Personal Care & Household, by sampled search volume
#CountrySearch volume
01United States29K
02United Kingdom12K
03Australia1K
04Canada987
05Japan865
06Germany704
07Italy366
08Egypt194
09France147
10Singapore129
11United Arab Emirates109
12Saudi Arabia103
12 tracked markets
This edition

What Changed This Month

Ecover leads Personal Care & Household this edition with a visibility score of 82.7, ahead of Method at 82.5.

cnn.com is the most-cited source grounding personal care & household answers, at roughly 3.6% of citations. Brand-owned pages account for 6.5% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked personal care & household brands is 77.4, and a score above 75.3 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 · Personal Care & Household

Questions?
We Have
the Answers.

Ecover currently leads AI search visibility in personal care & household with a Goodie visibility score of 82.7, measured across the tracked AI models.

cnn.com is the most-cited source in personal care & household AI answers, grounding roughly 3.6% of citations in this industry.

The median score among ranked personal care & household brands is 77.4. A score above 75.3 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.