ChatGPT cut

Leading Consumer Electronics – General Brands in AI Search

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

October 2026 edition

Across the six months through October 2026, Apple leads AI search visibility in Consumer Electronics – General on ChatGPT with a Goodie visibility score of 73.8, ahead of Samsung (69.2) and Dell (68.0). The median score across the 10 ranked brands is 66.2, and a score above 65.0 reaches the top ten. The most-cited source grounding these answers is techradar.com at 6.8% of all citations, while brand-owned pages account for just 6.4%.

35k prompts · 2.5m AI answers · 11m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Consumer Electronics – General · ChatGPT
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
66.2
Half of the 10 ranked consumer electronics – general brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Score to enter the top 10
65.0
Clearing 65.0 puts a brand in the category top ten. The bar sits 1.2 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
6.9
A typical answer names seven brands, so the consideration set is wide and a mention is comparatively easy to earn.
Citation mix
  • UGC 1%
  • Editorial 5%
  • Reference 4%
  • Other 90%
Other leads the third-party sources grounding consumer electronics – general 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
6.4%
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
35k
Real buyer phrasing, 4 models
AI answers analysed
2.5m
311k in October · ▲ 7.6% vs September
Citations parsed
11m
991k in October · ▲ 3.3% vs September
Brands observed
413
10 ranked here · 403 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Consumer Electronics – General, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentMarketsTop cited source
01Apple
73.8
11.0%ChatGPT▼ 0.86313/13techradar.com
02Samsung
69.2
10.3%ChatGPT▲ 2.66313/13techradar.com
03Dell
68.0
10.1%ChatGPT▲ 2.76013/13techradar.com
04Lenovo
67.3
10.0%ChatGPT▼ 2.25912/13techradar.com
05Google
66.5
9.9%ChatGPT▲ 2.76511/13techradar.com
06ASUS
66.0
9.8%ChatGPT▲ 4.2589/13techradar.com
07HP
65.9
9.8%ChatGPT▼ 0.7508/13techradar.com
08Microsoft
65.6
9.8%ChatGPT▲ 0.95111/13techradar.com
09Bose
65.2
9.7%ChatGPT▼ 0.97313/13soundguys.com
10Sony
65.0
9.7%ChatGPT▲ 3.17212/13techradar.com
10 ranked · visibility is a six-month average · worldwide ranking requires presence in at least 5 of 13 marketsTop 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 Consumer Electronics – General
#DomainCitation shareΔ vs last month
01techradar.com
6.8%
▼ 2.2
02tomshw.it
4.4%
▼ 1.5
03tomsguide.com
3.8%
▼ 2.3
04altroconsumo.it
2.7%
—
05test.de
2.6%
▼ 1.6
06techzilla.it
2.6%
—
07rtings.com
2.5%
▼ 1.3
08creativebloq.com
2.3%
▼ 0.8
09productnation.co
2.3%
▼ 2.7
10reddit.com
2.2%
—
Top 10 of 1k domains observedΔ compares Oct with Sep, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for Consumer Electronics – General, with distinct brands named and sources cited
#PromptBrandsSources
01Tablets creative professionals use for work940
02Flagship smartphones that feel worth the price1034
03Noise canceling headphones for frequent flyers830
04Tech products known for durability and support2628
05Which laptops do students rely on daily?1326
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
ASUSscore 66.0
▲ 4.2
Sonyscore 65.0
▲ 3.1
Dellscore 68.0
▲ 2.7
Falling
Lenovoscore 67.3
▼ 2.2
Bosescore 65.2
▼ 0.9
Applescore 73.8
▼ 0.8
10 ranked brands scored in both Sep and OctIndustry avg ±2.1/mo

Global Search Demand

Where this industry's questions originate
5,138,144 searches sampled
Tracked markets for Consumer Electronics – General, by sampled search volume
#CountrySearch volume
01United States2M
02United Kingdom1.1M
03Germany742K
04Australia277K
05Canada275K
06Japan182K
07France160K
08Egypt132K
09Italy90K
10Saudi Arabia68K
11United Arab Emirates62K
12Singapore44K
12 tracked markets
This edition

What Changed This Month

Apple leads Consumer Electronics – General this edition with a visibility score of 73.8, ahead of Samsung at 69.2.

techradar.com is the most-cited source grounding consumer electronics – general answers, at roughly 6.8% of citations. Brand-owned pages account for 6.4% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked consumer electronics – general brands is 66.2, and a score above 65.0 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

Each tracked industry has a fixed set of prompts modelled on how people actually ask about it, so one month can be compared directly with the next.

Global Model Interrogation

We run each industry's prompts across the tracked models in each 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 · Consumer Electronics – General

Questions?
We Have
the Answers.

Apple currently leads AI search visibility in consumer electronics – general with a Goodie visibility score of 73.8, measured across the tracked AI models.

techradar.com is the most-cited source in consumer electronics – general AI answers, grounding roughly 6.8% of citations in this industry.

The median score among ranked consumer electronics – general brands is 66.2. A score above 65.0 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.