Across 10 recorded scans from 21 August 2026 to 18 October 2026, Kipling's single-scan score moved from 0.0% to 0.0%, unchanged (0.0 percentage points). Latest recorded scan 0.0% on 18 October 2026; combined-window score 0.0%.
View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.0% over 21 August 2026 – 18 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan date
Single-scan score
21 August 2026
0.0%
24 August 2026
0.0%
30 August 2026
0.2%
6 September 2026
0.0%
13 September 2026
0.0%
20 September 2026
0.0%
27 September 2026
0.2%
4 October 2026
0.0%
11 October 2026
0.0%
18 October 2026
0.0%
Latest scan = one scan. Overall visibility = all answers in the published window.
Visibility across AI platforms
Share of answers naming this brand
ChatGPT
0.1%
Perplexity
0.0%
AI Overviews
0.0%
21 August 2026 – 18 October 2026 (scans 1–10)
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It appears in 0.1% of collected ChatGPT answers and 0.0% of Google AI Overviews answers: a difference of 0.1 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.
Named across 2 of 150 questions.
Kipling appears in at least one collected answer to 1.3% of the tracked questions. That is question coverage; the 0.0% visibility score measures its share of individual answers.
Across 10 published scans, visibility ranged from 0.0% to 0.2%. The latest scan was 0.0% on 18 October 2026. Individual scan scores and the published-window score describe different samples.
- Best overall for air travel: Peak Design Travel Backpack 30L - $249.95. Expandable 27-33L, clamshell opening, dedicated laptop compartment, and designed specifically for travel. The Gadgeteer
- Best premium/business option: TUMI Alpha Bravo Search - $650. Excellent organization, ballistic nylon, luggage sleeve, and padded laptop compartment.
- Best value: Targus Mobile Elite - about $78. Checkpoint-friendly design and dedicated laptop protection.
- Best comfortable everyday/travel option: Kipling Seoul - roomy, padded laptop section and lighter/casual styling.
For frequent U.S. flights + laptop + clothes for 2-4 days, my shortlist would be Peak Design 30L or TUMI Alpha Bravo. Current travel testing also puts the Peak Design/Aer-style travel packs among the stronger choices for frequent travelers. The Guardian WIRED
If you tell me your laptop size (13/14/15/16"), budget, and whether you want a backpack or shoulder/briefcase bag, I can give you 3 specific choices.
Excerpts from collected AI answers. AI claims are evidence of the response, not verified brand facts.
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This is a sample of AI responses. Answers vary by platform and date; visibility does not measure sales or product quality.
Overall visibility combines answers within the published dates. Some market series accumulate scans from launch; others use four-scan cycles. A new cycle changes the scoring window, while individual scan history is retained. Compare the dates and sample sizes before comparing periods.
In the Found by Flux AI Visibility Index, Kipling ranks #27 among 31 tracked brands for Luggage & Travel Gear · United States (21 August 2026 – 18 October 2026). Its visibility is 0.0%. It was named in 2 of 4,497 AI answers across 2 of 150 tracked questions, averaging position 3.5 when mentioned.
Source: Found by Flux · ChatGPT, Perplexity and Google AI Overviews. Visibility measures mentions in this sample, not sales or recommendation quality.
The scores, explained.
The scope, scores and comparisons behind this brand profile.
What is this brand’s AI Visibility Score?
Found by Flux records 0.0% AI visibility for Kipling in Luggage & Travel Gear · United States, measured over 21 August 2026 – 18 October 2026. It ranks #27 among 31 tracked brands.
How often does AI mention this brand?
Kipling was named in 2 of 4,497 collected AI answers, across 2 of 150 tracked questions, for Luggage & Travel Gear · United States (21 August 2026 – 18 October 2026). A mention can include a comparison or qualification; it is not necessarily a recommendation.
How is the AI Visibility Score calculated?
Found divides the number of collected answers naming Kipling by all 4,497 answers in the published Luggage & Travel Gear · United States sample, then multiplies by 100. The same question set is used across ChatGPT, Perplexity and Google AI Overviews. See the Found methodology for the scope and limitations.
