Across 10 recorded scans from 21 August 2026 to 18 October 2026, Mile Marker's single-scan score moved from 0.0% to 0.2%, up 0.2 percentage points. Latest recorded scan 0.2% 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
0.0%
6 September 2026
0.0%
13 September 2026
0.0%
20 September 2026
0.0%
27 September 2026
0.0%
4 October 2026
0.2%
11 October 2026
0.0%
18 October 2026
0.2%
Latest scan = one scan. Overall visibility = all answers in the published window.
Visibility across AI platforms
Share of answers naming this brand
ChatGPT
0.0%
Perplexity
0.1%
AI Overviews
0.0%
21 August 2026 – 18 October 2026 (scans 1–10)
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It appears in 0.1% of collected Perplexity 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 1 of 150 questions.
Mile Marker appears in at least one collected answer to 0.7% 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 0.2% on 18 October 2026. Individual scan scores and the published-window score describe different samples.
The brand is named in at least one collected answer to each of these questions.
Best 4WD electrical brands USA
Examples from the published question set. A mention on one platform does not mean every platform names the brand.
Other brands in these answers
Prompts that surface other brands
Different shopping needs can bring other brands into view. An absence here does not necessarily signal a problem.
Best off road electrical brands USA (Baja Designs, Rigid Industries, KC HiLiTES)
Best 4x4 auto electrical brands America (REDARC, Baja Designs, Victron Energy)
Best budget alternative to premium 4x4 electrical brands USA (Rugged Ridge, Rough Country, REDARC)
Best 4x4 electrical accessories USA (Blue Sea Systems, REDARC, WARN Industries)
Best 4x4 lighting brands USA (Baja Designs, KC HiLiTES, Rigid Industries)
Top rated 4x4 electrical brands USA (REDARC, Victron Energy, Blue Sea Systems)
Competitor names are shown where they appear in the collected examples.
Recorded AI questions and answers
Recorded examples from the scan. Each card pairs a shopper’s prompt with an excerpt from the AI response.
Perplexity
The question asked
Best 4WD electrical brands USA
From the recorded answer
Mile Marker - Well-known for 4WD components and recovery equipment.
Read recorded answer
Recorded answer text · Perplexity · 18 October 2026
For 4WD/overlanding electrical gear in the USA, these are strong brand choices by category:
- REDARC - Premium dual-battery systems, DC-DC chargers, battery management, and brake controllers; a top choice for overland builds.
- Blue Sea Systems - High-quality fuse blocks, busbars, circuit breakers, and marine-grade power distribution.
- Littelfuse / Bussmann - Excellent fuses, relays, circuit protection, and OEM-style electrical components.
- WARN - Premium winches and recovery-related electrical equipment; widely established in the U.S. 4x4 market.
- Optima - Popular spiral-cell AGM batteries for off-road vehicles.
- Odyssey - Premium AGM batteries with strong vibration resistance and deep-cycle capability.
- NorthStar - High-performance AGM batteries for demanding auxiliary-power applications.
- Dorman - Broad availability and good value for replacement 4WD switches, actuators, and connectors; parts commonly receive strong retailer ratings.
- Mile Marker - Well-known for 4WD components and recovery equipment.
- ComeUp - A reputable alternative for electric and hydraulic winches.
Best overall setup: REDARC for charging, Odyssey or NorthStar for batteries, Blue Sea Systems for distribution, Littelfuse/Bussmann for circuit protection, and WARN for winching.
For a budget build, combine Dorman replacement parts with Bussmann fuses and a quality AGM battery. For a premium overland build, choose REDARC + Blue Sea Systems + Odyssey/NorthStar.
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, Mile Marker ranks #37 among 40 tracked brands for 4x4 & Auto Electrical · United States (21 August 2026 – 18 October 2026). Its visibility is 0.0%. It was named in 2 of 4,499 AI answers across 1 of 150 tracked questions, averaging position 7.5 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 Mile Marker in 4x4 & Auto Electrical · United States, measured over 21 August 2026 – 18 October 2026. It ranks #37 among 40 tracked brands.
How often does AI mention this brand?
Mile Marker was named in 2 of 4,499 collected AI answers, across 1 of 150 tracked questions, for 4x4 & Auto Electrical · 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 Mile Marker by all 4,499 answers in the published 4x4 & Auto Electrical · 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.
