RESEARCH · Published September 22, 2026

Hair Styling Tools AI Visibility & Recommendation Benchmark

Dyson Leads Hair Tool AI Visibility

AI answers analyzed

816

Dyson appearance rate, the category leader

57.5%

Brands named across the study

Answers carrying retrieval evidence

97.7%

Dyson leads hair styling tools in this measurement, appearing in 57.5% of answers returned across the tested prompts. Its 95% interval is 54.1% to 60.8%. T3 follows at 52.2%, but the intervals overlap, so this sample does not establish a clear visibility difference between the two brands. Remington appears in 17.3% of answers returned, which does not support a finding of broad budget or value visibility.

The study measured 72 prompts three times across Perplexity, ChatGPT, Gemini, and Claude. Appearance rates use 816 answers returned. Citation rates use 806 answers with retrieval evidence. The gap matters: a brand can be named without its own site being cited. For hair-tool brands, missing these answers means losing consideration when consumers ask for help choosing a tool.

Which brands lead hair styling tool answers?

Dyson ranks first with a 57.5% appearance rate, followed by T3 at 52.2%, BaBylissPro at 40.8%, Conair at 38.6%, and Revlon at 38.2%. Shark ranks sixth at 32.4%. The ranking measures whether a brand was named in answers returned, not whether it was recommended or selected first.

The leading group is visible across all four tested engines. Dyson, T3, BaBylissPro, Conair, Revlon, Shark, Hot Tools, and Remington all have measurements on Perplexity, ChatGPT, Gemini, and Claude. That does not mean the engines name them at the same rate

Appearance rate is the share of the 816 returned AI answers in which each brand was named.

AI visibility leaderboard

Appearance rate — top 15

Dyson

57.5%

52.2%

BaBylissPro

40.8%

Conair

38.6%

Revlon

38.2%

Shark

32.4%

Hot Tools

26.7%

Remington

17.3%

GHD

15.8%

SharkNinja

15.3%

Drybar

15.2%

Bio Ionic

14.8%

CHI

11.3%

BaByliss

10%

Panasonic

8.1%

#	Brand	Named in	Appearance rate	95% interval	Avg position
1	Dyson	469/816	57.5%	54.1%–60.8%	2.3
2	T3	426/816	52.2%	48.8%–55.6%	4.4
3	BaBylissPro	333/816	40.8%	37.5%–44.2%	4.7
4	Conair	315/816	38.6%	35.3%–42%	7.4
5	Revlon	312/816	38.2%	35%–41.6%	6.8
6	Shark	264/816	32.4%	29.2%–35.6%	4.7
7	Hot Tools	218/816	26.7%	23.8%–29.9%	6.6
8	Remington	141/816	17.3%	14.8%–20%	8.1
9	GHD	129/816	15.8%	13.5%–18.5%	5.2
10	SharkNinja	125/816	15.3%	13%–18%	4.3
11	Drybar	124/816	15.2%	12.9%–17.8%	6.6
12	Bio Ionic	121/816	14.8%	12.6%–17.4%	6.5
13	CHI	92/816	11.3%	9.3%–13.6%	6.8
14	BaByliss	82/816	10%	8.2%–12.3%	6.1
15	Panasonic	66/816	8.1%	6.4%–10.2%	7.5

Dyson's 95% interval overlaps T3's interval. T3's interval overlaps BaBylissPro's, while BaBylissPro overlaps Conair and Revlon. Conair and Revlon also overlap. Those differences are within the margin of this sample. The table is a measured ordering, but the overlapping intervals limit claims about separation among these brands.

How do the leading brands appear across engines?

The ten profiles below use appearance rates from answers returned. Owned-domain citation rates use answers with retrieval evidence.

Dyson

57.5% appearance rate places Dyson first, with a 95% interval of 54.1% to 60.8%. Perplexity named Dyson in 66.7% of its 216 answers, ChatGPT in 65.7% of 216, Gemini in 51.4% of 177, and Claude in 44.4% of 207. Dyson's average first mention position was 2.3. Its owned domain was cited in 4.7% of the 806 answers with retrieval evidence.

T3

52.2% appearance rate places T3 second, with a 95% interval of 48.8% to 55.6%. ChatGPT named T3 in 66.7% of 216 answers and Perplexity in 59.7% of 216. Gemini named T3 in 50.8% of 177 answers, while Claude named it in 30.4% of 207. T3's average first mention position was 4.4. Its owned domain was cited in 1.6% of answers with retrieval evidence.

BaBylissPro

40.8% appearance rate places BaBylissPro third, with a 95% interval of 37.5% to 44.2%. ChatGPT named BaBylissPro in 63% of 216 answers, compared with 45.4% of 216 for Perplexity and 41.2% of 177 for Gemini. Claude was named in 12.6% of 207 answers. Its average first mention position was 4.7. BaBylissPro's owned domain was cited in 1.7% of answers with retrieval evidence.

Conair

38.6% appearance rate places Conair fourth, with a 95% interval of 35.3% to 42%. Perplexity named Conair in 56.9% of 216 answers and ChatGPT in 52.3% of 216. Gemini named Conair in 37.3% of 177, while Claude named it in 6.3% of 207. Conair's average first mention position was 7.4. Its owned domain was cited in 2.1% of answers with retrieval evidence.

Revlon

38.2% appearance rate places Revlon fifth, with a 95% interval of 35% to 41.6%. ChatGPT named Revlon in 56.5% of 216 answers and Perplexity in 55.1% of 216. Gemini named it in 28.2% of 177 answers, and Claude in 10.1% of 207. Revlon's average first mention position was 6.8. Its owned domain was cited in 0.1% of answers with retrieval evidence.

Shark

32.4% appearance rate places Shark sixth, with a 95% interval of 29.2% to 35.6%. Perplexity named Shark in 60.2% of 216 answers, but ChatGPT named it in 24.1%, Gemini in 16.4%, and Claude in 25.6%. Shark's average first mention position was 4.7. Its owned domain citation rate was 0% among answers with retrieval evidence.

Hot Tools

Hot Tools had a 26.7% appearance rate, placing it seventh, with a 95% interval of 23.8% to 29.9%. ChatGPT named Hot Tools in 56.5% of 216 answers, while Perplexity named it in 28.7%, Gemini in 13%, and Claude in 5.3%. Its average first mention position was 6.6. Hot Tools' owned domain was cited in 0.4% of answers with retrieval evidence.

Remington

17.3% appearance rate places Remington eighth, with a 95% interval of 14.8% to 20%. Perplexity named Remington in 34.3% of 216 answers and ChatGPT in 21.8% of 216. Gemini named it in 6.8% of 177 answers, and Claude in 3.9% of 207. Remington's average first mention position was 8.1. Its owned domain was cited in 0.1% of answers with retrieval evidence.

GHD

15.8% appearance rate places GHD ninth, with a 95% interval of 13.5% to 18.5%. Perplexity named GHD in 32.4% of 216 answers and Claude in 20.8% of 207. ChatGPT named GHD in 7.4% of 216 answers, while Gemini did not name it in its 177 answers. GHD's average first mention position was 5.2. Its owned domain was cited in 3.2% of answers with retrieval evidence.

SharkNinja

15.3% appearance rate places SharkNinja tenth, with a 95% interval of 13% to 18%. Gemini named SharkNinja in 35% of 177 answers, while Perplexity named it in 19% and ChatGPT in 10.2% of their 216 answers. Claude did not mention SharkNinja in any of its 207 answers. Its average first mention position was 4.3. SharkNinja's owned domain was cited in 0.7% of answers with retrieval evidence.

Where do the engines disagree?

The engines disagree materially on several brands. Perplexity, ChatGPT, Gemini, and Claude use different models and retrieval tools, so a gap can reflect system design rather than a universal measure of brand visibility.

Engine-by-brand appearance

Each cell uses that engine's answer count as its denominator, so you can compare engines row by row.

Appearance rate by engine

Perplexity (sonar-pro) rate

Dyson

66.7%

59.7%

BaBylissPro

45.4%

Conair

56.9%

Revlon

55.1%

Shark

60.2%

Hot Tools

28.7%

Remington

34.3%

GHD

32.4%

SharkNinja

19%

Drybar

16.7%

Bio Ionic

17.6%

Brand	Perplexity (sonar-pro) rate	ChatGPT (OpenAI) rate	Gemini (Google) rate	Claude (Anthropic) rate
Dyson	66.7%	65.7%	51.4%	44.4%
T3	59.7%	66.7%	50.8%	30.4%
BaBylissPro	45.4%	63%	41.2%	12.6%
Conair	56.9%	52.3%	37.3%	6.3%
Revlon	55.1%	56.5%	28.2%	10.1%
Shark	60.2%	24.1%	16.4%	25.6%
Hot Tools	28.7%	56.5%	13%	5.3%
Remington	34.3%	21.8%	6.8%	3.9%
GHD	32.4%	7.4%	0%	20.8%
SharkNinja	19%	10.2%	35%	0%
Drybar	16.7%	19%	17.5%	7.7%
Bio Ionic	17.6%	12.5%	26%	4.8%

Perplexity named Shark in 60.2% of 216 answers, compared with 24.1% for ChatGPT, 16.4% for Gemini, and 25.6% for Claude. It also named Remington in 34.3% of 216 answers, higher than ChatGPT's 21.8%, Gemini's 6.8%, and Claude's 3.9%. GHD follows a different pattern: Perplexity named it in 32.4% of 216 answers and Claude in 20.8% of 207, while Gemini did not name it in 177 answers.

ChatGPT named BaBylissPro in 63% of 216 answers and Hot Tools in 56.5%, compared with Claude's 12.6% and 5.3%. Claude also named Conair in only 6.3% of 207 answers, compared with 56.9% on Perplexity and 52.3% on ChatGPT. Gemini named SharkNinja in 35% of 177 answers, yet Claude did not name it in 207 answers. BaByliss and GHD were also absent from Gemini's measured answers, while Claude did not name SharkNinja.

Dyson and T3 have the most even coverage among the highest-ranked brands, although both remain lower on Claude than on Perplexity and ChatGPT. Dyson's average first mention position of 2.3 is earlier than the other top ten brands. Remington's 8.1 means that when it was named, it tended to appear later in the answer than the other brands profiled here.

Which brands lead each demand cluster?

The cluster view identifies which brands are named most often for each measured group of hair-tool questions. It separates general buyer intent from specific needs, so a brand can lead one question type without leading another.

Demand-cluster leaders

The same answers regrouped by the demand cluster each prompt was sampled for; cluster rates use that cluster's own answer count.

Leaders by demand cluster

Leader rate

What are the best hair styling tools?

91.7%

Recommend a good hair dryer.

91.7%

What hair dryer should I buy?

100%

What is the best hair dryer?

91.7%

What's a good curling iron?

100%

I need a new flat iron. What should I get?

91.7%

Recommend a good hair styling tool under $150.

83.3%

I want something similar to the Dyson Airwrap but cheaper.

83.3%

I can't justify spending $500 on a hair tool. What should I buy instead?

83.3%

What's the best hair dryer under $100?

91.7%

Is there a good blow dryer under $50?

90.9%

What is a good affordable alternative to Dyson?

63.6%

My arms get tired when I blow dry my hair. What should I look for?

66.7%

My hair gets frizzy when I blow dry it. What should I use?

91.7%

My hair never holds a curl. What styling tool should I try?

83.3%

Demand cluster	Answers	Leading brand	Leader rate	Runners-up
— A. Category prompts —
What are the best hair styling tools?	12	Dyson	91.7%	T3 91.7%, BaBylissPro 75%, Revlon 66.7%
Recommend a good hair dryer.	12	Dyson	91.7%	T3 91.7%, Shark 58.3%, BaBylissPro 50%
What hair dryer should I buy?	12	Dyson	100%	T3 100%, BaBylissPro 66.7%, Shark 66.7%
What is the best hair dryer?	12	Dyson	91.7%	T3 75%, BaBylissPro 66.7%, Conair 50%
What's a good curling iron?	12	T3	100%	Hot Tools 91.7%, Bio Ionic 91.7%, Dyson 83.3%
I need a new flat iron. What should I get?	12	Dyson	91.7%	T3 91.7%, BaBylissPro 66.7%, Remington 66.7%
— F. Price prompts —
Recommend a good hair styling tool under $150.	12	BaBylissPro	83.3%	Revlon 83.3%, T3 75%, Shark 75%
I want something similar to the Dyson Airwrap but cheaper.	12	Revlon	83.3%	T3 75%, Shark 75%, Conair 58.3%
I can't justify spending $500 on a hair tool. What should I buy instead?	12	Conair	83.3%	T3 75%, Revlon 75%, Remington 66.7%
What's the best hair dryer under $100?	12	BaBylissPro	91.7%	Revlon 83.3%, Conair 58.3%, Hot Tools 50%
Is there a good blow dryer under $50?	11	Conair	90.9%	Revlon 90.9%, Hot Tools 54.5%, Remington 45.5%
What is a good affordable alternative to Dyson?	11	Shark	63.6%	SharkNinja 45.5%, Dyson 18.2%, Conair 18.2%
— C. Problem-based prompts —
My arms get tired when I blow dry my hair. What should I look for?	12	Dyson	66.7%	BaBylissPro 66.7%, T3 58.3%, Conair 50%
My hair gets frizzy when I blow dry it. What should I use?	12	Kérastase	91.7%	Color Wow 75%, Oribe 75%, Olaplex 58.3%
My hair never holds a curl. What styling tool should I try?	12	T3	83.3%	Dyson 75%, BaBylissPro 66.7%, Hot Tools 66.7%
My hair takes forever to dry in the morning. Is there a tool that can make the process faster?	12	Dyson	91.7%	T3 75%, Conair 58.3%, Panasonic 58.3%
I can't get a salon-style blowout at home. What tool would make it easier?	12	Dyson	91.7%	T3 75%, BaBylissPro 75%, Revlon 58.3%
I'm worried about damaging my hair with heat. What hair tool should I buy?	12	Dyson	83.3%	T3 75%, BaBylissPro 50%, Hot Tools 50%
— B. Hair-type prompts —
Recommend a styling tool for curly hair.	12	Dyson	100%	T3 91.7%, BaBylissPro 58.3%, Shark 50%
What hair dryer works well for fine hair?	12	Dyson	100%	T3 91.7%, BaBylissPro 58.3%, Conair 58.3%
What is a good blow dryer for coily hair?	12	Dyson	66.7%	Conair 58.3%, T3 50%, Shark 50%
What's a good hair dryer for thick hair?	12	Dyson	91.7%	T3 91.7%, Shark 75%, BaBylissPro 66.7%
I have long thick hair and drying it takes forever. What should I buy?	12	Dyson	91.7%	BaBylissPro 83.3%, T3 75%, Shark 50%
— D. Outcome prompts —
What should I buy if I want a salon blowout at home?	12	Dyson	91.7%	T3 75%, Revlon 75%, BaBylissPro 58.3%
I want to dry and style my hair at the same time.	12	Dyson	91.7%	T3 75%, Revlon 75%, Shark 75%
I want loose waves without using a curling iron.	12	Conair	75%	Dyson 25%, Shark 25%, Drybar 25%
I want smooth hair without spending 30 minutes styling it.	12	Living Proof	66.7%	Moroccanoil 66.7%, Kérastase 58.3%, Olaplex 58.3%
I need something that will smooth my hair while I dry it.	12	Living Proof	50%	Olaplex 50%, Redken 50%, Drybar 41.7%
I want less frizz but don't want to straighten my hair.	12	Living Proof	91.7%	Kérastase 75%, Olaplex 58.3%, Moroccanoil 58.3%
— G. Comparison prompts —
Dyson or Shark for styling long hair?	12	Dyson	100%	Shark 66.7%, T3 58.3%, BaBylissPro 58.3%
Shark FlexStyle vs Dyson Airwrap — which differences should I consider?	11	Dyson	72.7%	Shark 63.6%, T3 45.5%, Conair 45.5%
Compare Remington and Conair hair dryers.	11	Conair	100%	Remington 90.9%, Dyson 45.5%, T3 45.5%
What's the difference between a $50 hair dryer and a $400 hair dryer?	11	T3	72.7%	Revlon 72.7%, Dyson 63.6%, Conair 63.6%
Is Drybar better than Revlon for blowouts?	11	Revlon	90.9%	Drybar 90.9%, Dyson 81.8%, T3 72.7%
— E. Situation and occasion prompts —
I need a hair tool that is easy to travel with.	12	T3	91.7%	Dyson 83.3%, Conair 66.7%, BaBylissPro 50%
I want one hair tool instead of storing a dryer, curling iron and straightener.	12	Dyson	83.3%	T3 83.3%, Shark 66.7%, BaBylissPro 50%
I have a small bathroom and don't want several styling tools.	12	Dyson	66.7%	T3 50%, Revlon 41.7%, Conair 33.3%
I need something quick for getting ready before work.	12	Drybar	25%	Living Proof 25%, Oribe 25%, Revlon 16.7%
— Other demand —
Client question 10	11	Dyson	45.5%	Conair 36.4%, Laifen 36.4%, T3 27.3%
Primary use case	11	Dyson	81.8%	T3 63.6%, BaBylissPro 63.6%, Shark 45.5%
Client question 9	11	Dyson	81.8%	T3 63.6%, Hot Tools 54.5%, CHI 54.5%
Price and value	11	T3	72.7%	Dyson 63.6%, BaBylissPro 63.6%, Hot Tools 54.5%
Client question 12	11	Dyson	72.7%	T3 63.6%, Shark 63.6%, BaBylissPro 45.5%
Client question 1	11	Dyson	81.8%	T3 72.7%, Conair 72.7%, Revlon 63.6%
Client question 11	11	Kérastase	81.8%	Olaplex 63.6%, Oribe 63.6%, Living Proof 54.5%
Everyday and mainstream choice	11	BaBylissPro	81.8%	T3 72.7%, Revlon 63.6%, Bio Ionic 63.6%
General best-in-category	11	Dyson	90.9%	BaBylissPro 90.9%, T3 81.8%, Revlon 72.7%
Client question 8	11	Dyson	9.1%	—
Client question 6	9	Shark	11.1%	—
Client question 5	8	Dyson	12.5%	—
— Branded prompts —
Is the Shark FlexStyle worth buying?	11	Dyson	63.6%	SharkNinja 63.6%, T3 45.5%, Conair 36.4%
Is the Dyson Airwrap good for thick hair?	11	Dyson	81.8%	T3 72.7%, Conair 63.6%, SharkNinja 54.5%
— I. Brand-neutral discovery prompts —
My hair takes too long to style before work. What could make the process easier?	11	Revlon	90.9%	Dyson 72.7%, Hot Tools 45.5%, T3 36.4%
I want loose curls but I'm terrible at using a curling iron. Is there an easier option?	11	Dyson	45.5%	T3 36.4%, Conair 27.3%, Revlon 27.3%
I want my hair to look more polished without going to a salon.	11	Color Wow	72.7%	Oribe 72.7%, Living Proof 63.6%, Kérastase 63.6%
I have thick frizzy hair and hate spending an hour styling it. What should I buy?	11	Living Proof	63.6%	Kérastase 63.6%, Olaplex 54.5%, Moroccanoil 45.5%
— Prompt Controls —
My thick hair takes a long time to dry. What dryer would work well?	11	Dyson	81.8%	BaBylissPro 72.7%, T3 63.6%, GHD 54.5%
I have thick hair. Which blow dryer should I buy?	11	Dyson	81.8%	T3 81.8%, BaBylissPro 54.5%, Hot Tools 45.5%
— H. Feature-driven prompts —
What hair dryer should I buy if minimizing heat damage matters to me?	11	Dyson	72.7%	T3 72.7%, Revlon 54.5%, Shark 45.5%
I want a dryer with a diffuser for curly hair.	11	Dyson	100%	T3 72.7%, Conair 72.7%, Shark 54.5%
What styling tool is good for reducing frizz?	11	Dyson	81.8%	Revlon 72.7%, T3 63.6%, BaBylissPro 63.6%
I need a lightweight hair dryer.	11	Dyson	90.9%	T3 72.7%, Conair 72.7%, Revlon 72.7%
I need something that can dry and curl my hair.	11	Dyson	72.7%	T3 63.6%, Shark 63.6%, Revlon 54.5%
— Competitor prompts —
Dyson Airwrap vs Shark FlexStyle.	11	Dyson	72.7%	T3 63.6%, Conair 63.6%, Revlon 45.5%
— Unbranded category prompts —
What's the best multi-styler?	11	Dyson	81.8%	T3 63.6%, BaBylissPro 54.5%, Shark 54.5%
— Unbranded consumer-need prompts —
I have thick frizzy hair and want to dry and style it faster. What should I buy?	11	Dyson	81.8%	BaBylissPro 63.6%, GHD 45.5%, Bio Ionic 45.5%

The chart should be read as need-specific visibility, not a universal product verdict. Brands that lead general buyer-intent clusters have broad recognition within these prompts. Brands that lead specific-need clusters have a clearer association with the measured use case. The evidence does not establish performance claims about the tools themselves.

Which brand sites and publishers receive citations?

Owned-domain citations are rare relative to third-party publisher citations in this study. Citation rates below use the 806 answers with retrieval evidence, not the 816 answers returned.

Share of the 806 answers with retrieval evidence that cited a URL on the brand's own website.

Owned-domain citation rate

Dyson

4.7%

1.6%

BaBylissPro

1.7%

Conair

2.1%

Revlon

0.1%

Shark

Hot Tools

0.4%

Remington

0.1%

GHD

3.2%

SharkNinja

0.7%

Drybar

0.1%

Bio Ionic

Dyson's site had the highest owned-domain citation rate at 4.7%, followed by Laifen at 4.2% and GHD at 3.2%. Conair reached 2.1%, BaBylissPro 1.7%, and T3 1.6%. Shark and Harry Josh each recorded 0% owned-domain citation rates among answers with retrieval evidence. Remington, Revlon, Drybar, and CHI each recorded 0.1%.

Publishers cited in answers

Publishers cited as evidence, counted once per answer rather than once per link.

Most-cited publishers

Answer penetration

techradar.com

28.8%

forbes.com

28.7%

goodhousekeeping.com

27.7%

whowhatwear.com

27.4%

today.com

25.4%

nbcnews.com

24.3%

allure.com

23.2%

youtube.com

22.3%

reddit.com

22.2%

cnn.com

18.5%

womanandhome.com

17.2%

walmart.com

15.9%

Publisher	Answers citing it	Answer penetration
techradar.com	232/806	28.8%
forbes.com	231/806	28.7%
goodhousekeeping.com	223/806	27.7%
whowhatwear.com	221/806	27.4%
today.com	205/806	25.4%
nbcnews.com	196/806	24.3%
allure.com	187/806	23.2%
youtube.com	180/806	22.3%
reddit.com	179/806	22.2%
cnn.com	149/806	18.5%
womanandhome.com	139/806	17.2%
walmart.com	128/806	15.9%

TechRadar appeared in 28.8% of answers with retrieval evidence, Forbes in 28.7%, Good Housekeeping in 27.7%, Who What Wear in 27.4%, and Today in 25.4%. NBC News, Allure, YouTube, Reddit, and CNN also appear in the measured source list. The source pattern indicates that engines frequently ground hair-tool answers in editorial, video, forum, retailer, and marketplace material rather than brand-owned pages.

Which brands are winning and which are at risk?

Brands with the strongest measured visibility

Dyson has the strongest measured visibility: rank 1, a 57.5% appearance rate, a 54.1% to 60.8% interval, and a 2.3 average first mention position. T3 ranks second at 52.2% and appears on all four engines, though its interval overlaps Dyson's. BaBylissPro ranks third at 40.8% and reaches 63% on ChatGPT. Conair and Revlon rank fourth and fifth at 38.6% and 38.2%, respectively, with strong Perplexity and ChatGPT presence.

Brands with measured exposure risk

Remington's exposure risk is its 17.3% appearance rate, eighth-place rank, 8.1 average first mention position, and low Gemini and Claude rates of 6.8% and 3.9%. Shark's 32.4% overall rate masks a narrow engine pattern: 60.2% on Perplexity but 24.1%, 16.4%, and 25.6% elsewhere, plus a 0% owned-domain citation rate. GHD has a 15.8% appearance rate and was absent from Gemini's 177 answers. SharkNinja ranks tenth at 15.3%, with no measured Claude appearances across 207 answers.

What does the tally say about the category?

The category has a visible top tier, but the top five do not separate cleanly on confidence intervals. Dyson's 54.1% to 60.8% interval overlaps T3's 48.8% to 55.6%, while T3 overlaps BaBylissPro. BaBylissPro, Conair, and Revlon form another overlapping group. The measurement supports a ranked table, but not strong claims that brands with overlapping intervals are more visible than each other.

Engine agreement is stronger for whether many brands appear at all than for how frequently they appear. Dyson, T3, BaBylissPro, Conair, Revlon, Shark, Hot Tools, Remington, Drybar, and Bio Ionic each have 100% cross-engine consistency. Yet their engine-level rates often differ sharply. GHD, SharkNinja, and BaByliss have 75% cross-engine consistency, with each absent from one engine's answers.

Third-party publishers carry far more citation presence than brand domains in the measured list. TechRadar, Forbes, Good Housekeeping, Who What Wear, and Today each appear in more than one quarter of answers with retrieval evidence. Among owned sites, Dyson's 4.7% is the highest measured citation rate. Shark and Harry Josh recorded 0%, while Remington and Drybar recorded 0.1%.

What changed during the measurement window?

This dataset is a single measurement window, so it does not measure category change over time. It does show cross-engine divergence within the window, including Shark's 60.2% rate on Perplexity versus 16.4% on Gemini and SharkNinja's 35% rate on Gemini versus 0% on Claude.

What should hair-tool brands fix and re-measure?

Remington should test pages and third-party coverage that address the measured budget and value needs, then re-measure whether its 17.3% appearance rate and 8.1 average first mention position improve across all four engines.
Shark should investigate its 0% owned-domain citation rate among answers with retrieval evidence. Publish source-ready product information and re-measure owned-domain citations alongside appearance rates on ChatGPT, Gemini, and Claude.
GHD should review the absence in Gemini's 177 measured answers. Re-measure GHD's Gemini appearance rate after strengthening pages that can support the needs represented in the prompt set.
SharkNinja should separate corporate and consumer-facing product information where the answer systems distinguish them. Re-measure whether the 0% Claude rate changes while preserving the 35% Gemini rate.
Conair should address its Claude gap. Re-measure Claude's 6.3% appearance rate against its 56.9% Perplexity and 52.3% ChatGPT rates using the same prompts and trials.
Hot Tools should examine its dependence on ChatGPT, where it appears in 56.5% of answers, versus 5.3% on Claude. Re-measure the engine spread after publishing material that answers the specific measured needs.
Brands with low owned-domain citation rates should track whether their sites are cited in the 806-answer retrieval-evidence denominator. The benchmark ranges from Dyson's 4.7% to 0% for Shark and Harry Josh.

What does this mean for brands in the category?

Interpretation: awareness in one answer system does not guarantee broad visibility across the other systems. Shark, Hot Tools, GHD, SharkNinja, and Remington show that a strong rate on one engine can coexist with low or absent visibility elsewhere.

Interpretation: brand-owned pages rarely supplied the cited evidence in these measured answers. Brands need to separate two tasks: being named in a response and having their own domain cited when the engine provides retrieval evidence. The study does not establish the cause of either outcome.

Frequently asked questions

Which hair styling tool brand appears most often?

Dyson ranks first with a 57.5% appearance rate across 816 answers returned. Its 95% interval is 54.1% to 60.8%.

Is Dyson more visible than T3?

Dyson's 57.5% rate is higher than T3's 52.2% rate in the ranked tally. Their 95% intervals overlap, so the difference is within the margin of this sample.

How visible is Remington in AI answers?

Remington ranks eighth with a 17.3% appearance rate and a 14.8% to 20% interval. It appeared in 34.3% of Perplexity answers, 21.8% of ChatGPT answers, 6.8% of Gemini answers, and 3.9% of Claude answers.

Which engines were measured?

The study measured Perplexity (sonar-pro), ChatGPT (OpenAI), Gemini (Google), and Claude (Anthropic). Perplexity and ChatGPT each returned 216 answers, Gemini returned 177, and Claude returned 207.

Which brand site was cited most often?

Dyson had the highest owned-domain citation rate at 4.7% among 806 answers with retrieval evidence. Laifen followed at 4.2%, and GHD recorded 3.2%.

Which external sources appeared most often?

TechRadar appeared in 28.8% of answers with retrieval evidence. Forbes appeared in 28.7%, Good Housekeeping in 27.7%, Who What Wear in 27.4%, and Today in 25.4%.

How was this study measured?

This flagship study tested 72 hair styling tool prompts three times across Perplexity, ChatGPT, Gemini, and Claude. It attempted 825 answers, returned 816 for appearance measurement, and recorded retrieval evidence for 806 citation measurements. Appearance rates use answers returned. Citation and source rates use answers with retrieval evidence. The study is limited to these prompts and this measurement date, and it does not measure all category searches or consumer demand.

Study method

How this study was measured

Sampling frame fixed first: 72 prompts allocated across the demand clusters before anything was asked.
Same questions put to every engine: Perplexity (sonar-pro), ChatGPT (OpenAI), Gemini (Google), Claude (Anthropic), 3 trials each.
816 answers returned of 825 attempted, 806 with retrieval evidence.
Product lines rolled up to parent brands using a registry fixed before scoring.
Appearance rate reported with a 95% Wilson interval; citation metrics counted only on answers with evidence.

Methodology appendix

This appendix is generated directly from the measurement record for this study. It is included so any brand named here can reproduce or challenge the result.

What was measured

Category: hair styling tools
Measurement date: 2026-09-22
Depth: flagship — 72 prompts, 3 trial(s) per prompt per engine, 4 engines
Answers attempted: 825
Answers returned (appearance denominator): 816
Answers with retrieval evidence (citation denominator): 806 (97.7% of attempted)
Answers that failed outright: 0
Analysis version: study-methodology-v2 · entity registry: entity-registry-2026-08-27

Claim limit: Flagship depth: 24 stratified prompts measured three times per engine, so both between-prompt and repeat-generation variation are observable.

How the prompts were sampled

Fixed sampling frame: 68 buyer-intent need(s) from the client's brief are asked verbatim, one prompt each, grouped under: A. Category prompts / B. Hair-type prompts / C. Problem-based prompts / D. Outcome prompts / E. Situation and occasion prompts / F. Price prompts / G. Comparison prompts / H. Feature-driven prompts / I. Brand-neutral discovery prompts / Prompt Controls / Branded prompts / Competitor prompts / Unbranded category prompts / Unbranded consumer-need prompts; then (the prompt budget of 72 could not give a dedicated cell to Hair dryers, Multi-stylers / air stylers, Blow-dryer brushes, Straighteners / flat irons, Curling irons and curling wands, Hot brushes, Diffusers or dryer systems for curly hair, Fine hair, Thick hair, Curly hair, Coily hair, Frizzy hair, Damaged hair, Color-treated hair, Short hair, Long hair, Hair that takes a long time to dry, Consumers concerned about heat damage, Consumers seeking faster styling, Consumers seeking salon-style blowouts, Consumers who struggle with curling their hair, Consumers who want one tool instead of several, Travelers, Consumers with limited storage space, Under $50, Under $100, Under $150, Premium hair tools, Luxury hair tools, Best value, so that demand is covered inside the generic clusters instead), then a documented set of generic commercial demand clusters (general best, everyday mainstream choice, price/value, primary use case, beginner, retail channel, gifting/occasion, specific need, comparison, trust, ownership attribution, quality tier, durability, specialist, emerging) receives the remaining allocation round-robin. The prompt writer supplies wording inside these cells only and does not choose the category's demand structure.

The exact prompts

#	Prompt	Cluster	Shape
1	What is the best hair dryer?	need_1	medium
2	Recommend a good hair dryer.	need_2	medium
3	What hair dryer should I buy?	need_3	medium
4	What are the best hair styling tools?	need_4	medium
5	I need a new flat iron. What should I get?	need_5	medium
6	What's a good curling iron?	need_6	medium
7	What's a good hair dryer for thick hair?	need_7	medium
8	What hair dryer works well for fine hair?	need_8	medium
9	Recommend a styling tool for curly hair.	need_9	medium
10	What is a good blow dryer for coily hair?	need_10	medium
11	I have long thick hair and drying it takes forever. What should I buy?	need_11	medium
12	My hair gets frizzy when I blow dry it. What should I use?	need_12	medium
13	I'm worried about damaging my hair with heat. What hair tool should I buy?	need_13	medium
14	My hair takes forever to dry in the morning. Is there a tool that can make the process faster?	need_14	medium
15	I can't get a salon-style blowout at home. What tool would make it easier?	need_15	medium
16	My arms get tired when I blow dry my hair. What should I look for?	need_16	medium
17	My hair never holds a curl. What styling tool should I try?	need_17	medium
18	I want smooth hair without spending 30 minutes styling it.	need_18	medium
19	What should I buy for a salon blowout at home?	need_19	medium
20	I want loose waves without using a curling iron.	need_20	medium
21	I want to dry and style my hair at the same time.	need_21	medium
22	I need something that will smooth my hair while I dry it.	need_22	medium
23	I want less frizz but don't want to straighten my hair.	need_23	medium
24	I need a hair tool that is easy to travel with.	need_24	medium
25	I need something quick for getting ready before work.	need_25	medium
26	I want one hair tool instead of storing a dryer, curling iron, and straightener.	need_26	medium
27	I have a small bathroom and don't want several styling tools.	need_27	medium
28	I need something easy enough for a teenager to use.	need_28	medium
29	What's the best hair dryer under $100?	need_29	medium
30	Recommend a good hair styling tool under $150.	need_30	medium
31	Is there a good blow dryer under $50?	need_31	medium
32	I want something similar to the Dyson Airwrap but cheaper.	need_32	medium
33	What is a good affordable alternative to Dyson?	need_33	medium
34	I can't justify spending $500 on a hair tool. What should I buy instead?	need_34	medium
35	Dyson or Shark for styling long hair?	need_35	medium
36	Shark FlexStyle vs Dyson Airwrap — which differences should I consider?	need_36	medium
37	Is Drybar better than Revlon for blowouts?	need_37	medium
38	Compare Remington and Conair hair dryers.	need_38	medium
39	What's the difference between a $50 hair dryer and a $400 hair dryer?	need_39	medium
40	What hair dryer should I buy if minimizing heat damage matters to me?	need_40	medium
41	I need a lightweight hair dryer.	need_41	medium
42	What dryer has good temperature control?	need_42	medium
43	What styling tool is good for reducing frizz?	need_43	medium
44	I want a dryer with a diffuser for curly hair.	need_44	medium
45	I need something that can dry and curl my hair.	need_45	medium
46	My hair takes too long to style before work. What could make the process easier?	need_46	medium
47	I want my hair to look more polished without going to a salon.	need_47	medium
48	I have thick frizzy hair and hate spending an hour styling it. What should I buy?	need_48	medium
49	I want loose curls, but I'm terrible at using a curling iron. Is there an easier option?	need_49	medium
50	I have thick hair. Which blow dryer should I buy?	need_50	medium
51	My thick hair takes a long time to dry. What dryer would work well?	need_51	medium
52	Is the Dyson Airwrap good for thick hair?	need_52	medium
53	Is the Shark FlexStyle worth buying?	need_53	medium
54	Dyson Airwrap vs Shark FlexStyle.	need_54	medium
55	What's the best multi-styler?	need_55	medium
56	I have thick frizzy hair and want to dry and style it faster. What should I buy?	need_56	medium
57	Which hair-tool brands appear most frequently in AI-generated answers?	author_1	medium
58	Which brands are mentioned across the widest range of consumer requests?	author_2	medium
59	Which brands appear consistently across multiple AI platforms rather than performing well on only one platform?	author_3	medium
60	Which brands are explicitly recommended rather than merely mentioned?	author_4	medium
61	Which products appear as the first recommendation?	author_5	medium
62	Which products appear in the top 3 recommendations?	author_6	medium
63	Which brands are described as the "best," "top," "good choice," "worth considering," or equivalent recommendation language?	author_7	medium
64	Which brands are associated with specific consumer needs?	author_8	medium
65	What tools work well for thick hair?	author_9	medium
66	Which dryers have high airflow?	author_10	medium
67	Which tools address frizz?	author_11	medium
68	Which hair tools reduce drying time?	author_12	medium
69	best hair styling tools	general_best	short
70	best everyday hair styling tools under $150	everyday	medium
71	Which hair styling tool brands offer the best value for faster, lower-heat styling on fine, damaged, color-treated hair?	value_price	long
72	Which hair styling tool brands are best for salon-style blowouts and versatile everyday styling on long, thick, curly, or coily hair that takes a long time to dry?	use_case	long

Engines and systems measured

Retrieval rate

Perplexity (sonar-pro)

100%

ChatGPT (OpenAI)

100%

Gemini (Google)

97.7%

Claude (Anthropic)

93.1%

Engine	Model / system	Retrieval	Attempted	Returned	With retrieval evidence	Retrieval rate
Perplexity (sonar-pro)	perplexity/sonar-pro	native Perplexity web search	216	216	216	100%
ChatGPT (OpenAI)	openai/gpt-5.6-terra	OpenAI web search tool	216	216	216	100%
Gemini (Google)	google/gemini-3.7-flash	Google Search grounding (google_search tool)	177	177	173	97.7%
Claude (Anthropic)	anthropic/claude-sonnet-4	Anthropic web search tool	216	207	201	93.1%

Results are not strictly comparable across engines: each engine uses a different model, a different retrieval tool, and a different answer format, so a gap between two engines can reflect system design as much as brand visibility.

How each metric is defined

Appearance rate — the share of returned answers that named the brand. Measured on every answer the engine returned, whether or not it searched the web, so an engine's retrieval behavior does not silently change the denominator.
Macro appearance rate — the mean of the per-prompt appearance rates, so each prompt counts once regardless of how many engines answered it.
95% interval — Wilson score interval on the appearance rate. Where two brands' intervals overlap, this study does not support a claim that one is more visible than the other.
Owned-domain citation rate — the share of answers with retrieval evidence that cited a URL on the brand's own domain. This is a narrow measure of the brand's own site being used as a source; it is not a measure of total mentions.
Share of all citations — the brand's own domain as a share of all attributed publisher citations in the study.
Not measured — the brand's official domain could not be established, so no citation result exists. This is never reported as 0%.
0% — the metric could be evaluated, and the event did not occur.
Average position — mean position of the brand's first mention in the answer's ordered list of named brands.
Cross-engine consistency — the share of engines that named the brand at least once.
Repeat consistency — the share of repeated prompt/engine cells where the brand appeared in every trial. Lower values mean the engine's answer is unstable, not that the brand is absent.

Evidence rules

An answer counts as having retrieval evidence only when the engine returned a retrieval receipt (search annotations or grounding records). A URL the model merely typed into its prose is not treated as evidence that it searched.
Sources are attributed to the publisher behind each retrieval receipt. Intermediary and redirect hosts are never reported as publishers.
Publisher identity could not be established for 2 retrieval receipt(s); those are disclosed here rather than attributed or dropped.
Source counts are answer-level: a publisher counts once per answer in which it was cited, not once per URL.

Full results with denominators and intervals

Appearance rate — top 15

Dyson

57.5%

52.2%

BaBylissPro

40.8%

Conair

38.6%

Revlon

38.2%

Shark

32.4%

Hot Tools

26.7%

Remington

17.3%

GHD

15.8%

SharkNinja

15.3%

Drybar

15.2%

Bio Ionic

14.8%

CHI

11.3%

BaByliss

10%

Panasonic

8.1%

#	Brand	Named in	Appearance rate	Macro rate	95% interval	Owned-domain citations
1	Dyson	469/816	57.5%	56.7%	54.1%–60.8%	38/806 (4.7%)
2	T3	426/816	52.2%	51.2%	48.8%–55.6%	13/806 (1.6%)
3	BaBylissPro	333/816	40.8%	40%	37.5%–44.2%	14/806 (1.7%)
4	Conair	315/816	38.6%	38%	35.3%–42%	17/806 (2.1%)
5	Revlon	312/816	38.2%	37.8%	35%–41.6%	1/806 (0.1%)
6	Shark	264/816	32.4%	31.8%	29.2%–35.6%	0/806 (0%)
7	Hot Tools	218/816	26.7%	26.3%	23.8%–29.9%	3/806 (0.4%)
8	Remington	141/816	17.3%	17%	14.8%–20%	1/806 (0.1%)
9	GHD	129/816	15.8%	15.6%	13.5%–18.5%	26/806 (3.2%)
10	SharkNinja	125/816	15.3%	15.2%	13%–18%	6/806 (0.7%)
11	Drybar	124/816	15.2%	14.9%	12.9%–17.8%	1/806 (0.1%)
12	Bio Ionic	121/816	14.8%	14.5%	12.6%–17.4%	8/806 (1%)
13	CHI	92/816	11.3%	11.1%	9.3%–13.6%	1/806 (0.1%)
14	BaByliss	82/816	10%	9.9%	8.2%–12.3%	5/806 (0.6%)
15	Panasonic	66/816	8.1%	8%	6.4%–10.2%	3/806 (0.4%)
16	Living Proof	56/816	6.9%	6.7%	5.3%–8.8%	8/806 (1%)
17	Kérastase	53/816	6.5%	6.4%	5%–8.4%	3/806 (0.4%)
18	Olaplex	50/816	6.1%	6%	4.7%–8%	7/806 (0.9%)
19	Moroccanoil	49/816	6%	5.9%	4.6%–7.9%	7/806 (0.9%)
20	Parlux	42/816	5.1%	5.1%	3.8%–6.9%	2/806 (0.2%)
21	Laifen	40/816	4.9%	4.9%	3.6%–6.6%	34/806 (4.2%)
22	Color Wow	40/816	4.9%	4.8%	3.6%–6.6%	2/806 (0.2%)
23	Oribe	39/816	4.8%	4.7%	3.5%–6.5%	3/806 (0.4%)
24	Harry Josh	37/816	4.5%	4.5%	3.3%–6.2%	0/806 (0%)
25	Redken	37/816	4.5%	4.4%	3.3%–6.2%	3/806 (0.4%)

Entity handling

Product lines and model names roll up to their parent brand for brand-level metrics, using a registry fixed before scoring. Nothing is merged on the basis of this study's own counts alone.

Recommend 3 specific models counted under Recommend specific models (model)

40 further name(s) picked up in the answers were not confidently resolvable to a brand in this category and are held for human classification before the next study; they carry no metrics here.

Limits of these findings

This is a point-in-time measurement of what the named systems returned for these exact prompts on 2026-09-22. Engine behavior changes without notice.
The prompt set is a stratified sample of category demand, not a census. Results describe these prompts and should not be read as representative of all searches in the category.
Where intervals overlap, differences between brands are not statistically distinguishable at this sample size.
A brand not listed here was not measured as absent — it simply was not named in these answers.
Appearance is a visibility measure, not an endorsement, a quality judgment, or a market-share estimate.

Research

The Med Spa & Aesthetic Medicine AI Visibility Index 2026

Research

AI IS INVENTING

Research

The 5W Retrieval Index

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Hair Styling Tools AI Visibility & Recommendation Benchmark

Which brands lead hair styling tool answers?

AI visibility leaderboard

How do the leading brands appear across engines?

Dyson

T3

BaBylissPro

Conair

Revlon

Shark

Hot Tools

Remington

GHD

SharkNinja

Where do the engines disagree?

Engine-by-brand appearance

Appearance rate by engine

Which brands lead each demand cluster?

Demand-cluster leaders

Leaders by demand cluster

Which brand sites and publishers receive citations?

Owned-domain citation rate

Publishers cited in answers

Most-cited publishers

Which brands are winning and which are at risk?

Brands with the strongest measured visibility

Brands with measured exposure risk

What does the tally say about the category?

What changed during the measurement window?

What should hair-tool brands fix and re-measure?

What does this mean for brands in the category?

Frequently asked questions

Which hair styling tool brand appears most often?

Is Dyson more visible than T3?

How visible is Remington in AI answers?

Which engines were measured?

Which brand site was cited most often?

Which external sources appeared most often?

How was this study measured?

Study method

How this study was measured

Methodology appendix

What was measured

How the prompts were sampled

The exact prompts

Engines and systems measured

How each metric is defined

Evidence rules

Full results with denominators and intervals

Entity handling

Limits of these findings

More from the series

The Med Spa & Aesthetic Medicine AI Visibility Index 2026

AI IS INVENTING

The 5W Retrieval Index

Let's build your next chapter.