Data as of Aug 25, 2026 · Based on 2,046 AI responses · See how Parse measures this
Roadside Emergency Power Tools
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NOCO consistently leads AI recommendations for portable jump starters and battery chargers. However, the landscape is more specialized for other tools, with brands like and ArtiDiag dominating AI suggestions for air compressors and battery testers.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | AI's top pick for jump starters and smart battery chargers. | 45% | |
| 2 | Frequently cited for car battery chargers and jump starter combos. | 21% | |
| 3 | A popular and highly-rated budget-friendly jump starter. | 18% | |
| 4 | 17% | ||
| 5 | 17% | ||
| 6 | 14% | ||
| 7 | A rising leader for portable air compressors and tire inflators. | 14% | |
| 8 | Recommended for long-term battery maintenance and trickle charging. | 13% | |
| 9 | 12% | ||
| 10 | The overwhelming AI choice for organizing and testing household batteries. | 12% | |
| 11 | 12% | ||
| 12 | A top choice for robust, heavy-duty portable air compressors. | 10% | |
| 13 | Frequently cited as a powerful and durable jump starter option. | 10% | |
| 14 | Mentioned for its professional-grade, durable | 10% | |
| 15 | 9% | ||
| 16 | 8% | ||
| 17 | 7% | ||
| 18 | 7% | ||
| 19 | 6% | ||
| 20 | 6% | ||
| 21 | 6% | ||
| 22 | 5% | ||
| 23 | 5% | ||
| 24 | 5% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
youtube.com is the page AI reaches for most here, cited in 48% of analyzed answers.
Overall mention share dropped from 40% to 26% between Oct 2025 and Mar 2026.
“A 'high-end' battery tester” → “A 'great value' charger and jump starter”
Jumped from rank #26 to #3 overall between Oct 2025 and Mar 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 34% | 29% | ||
| 19% | 8% | ||
| 10% | 12% | ||
| 7% | 12% | ||
| 15% | 4% |
The two models disagree most about GOOLOO (ChatGPT #3, Google #19) and TechGearLab (ChatGPT #21, Google #6).
NOCO consistently leads AI recommendations for portable jump starters and battery chargers. However, the landscape is more specialized for other tools, with brands like AstroAI and ArtiDiag dominating AI suggestions for air compressors and battery testers.
Across 2,046 AI responses, NOCO is mentioned most, named in 45% of them, followed by Schumacher Electric (21%) and GOOLOO (18%).
Parse measures each brand's mention rate — the share of answers naming it — across 2,046 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
NOCO is the dominant recommendation for this prompt across all months, frequently cited as the best overall or most reliable choice.
GOOLOO is consistently mentioned as a strong budget alternative, while
Hulkman and
Clore Automotive's
Jump-N-Carry are cited for power and durability.
What is the best portable jump starter?
NOCO is the dominant recommendation for this prompt across all months, frequently cited as the best overall or most reliable choice.
GOOLOO is consistently mentioned as a strong budget alternative, while
Hulkman and 's are cited for power and durability.
Similar to other jump starter prompts, AI assistants overwhelmingly recommend NOCO, especially its Boost series, for its compact size, power, and safety features.
appears as a frequent value pick, and began appearing as a top contender in March 2026.
I need to jump my car battery. What's the best portable jump box to keep in the trunk?
Similar to other jump starter prompts, AI assistants overwhelmingly recommend NOCO, especially its Boost series, for its compact size, power, and safety features.
GOOLOO appears as a frequent value pick, and
AstroAI began appearing as a top contender in March 2026.
The market map
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