Data as of Aug 16, 2026 · Based on 335 AI responses · See how Parse measures this
Online Auto Parts and Electronics
Parse
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Amazon remains the top-cited retailer for online auto parts and electronics according to AI assistants. However, responses for car batteries have dramatically shifted, with rocketing from rank #37 to #3 in overall mentions since October 2025.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Consistently cited as a top brand for everyday household alkaline batteries. | 86% | |
| 2 | A leading consumer battery brand, frequently recommended alongside | 83% | |
| 3 | 82% | ||
| 4 | The leading online retailer for buying both car batteries and mud flaps. | 55% | |
| 5 | Surged dramatically in recommendations for high-performance and AGM car batteries. | 40% | |
| 6 | 36% | ||
| 7 | 36% | ||
| 8 | A consistently recommended brand for high-quality, long-lasting car batteries. | 34% | |
| 9 | 30% | ||
| 10 | 19% | ||
| 11 | 18% | ||
| 12 | 14% | ||
| 13 | 13% | ||
| 14 | 13% | ||
| 15 | A top general retailer for car batteries and universal mud flaps. | 13% | |
| 16 | 10% | ||
| 17 | 9% | ||
| 18 | 9% | ||
| 19 | 8% | ||
| 20 | 7% | ||
| 21 | 6% | ||
| 22 | 5% | ||
| 23 | 5% | ||
| 24 | 5% | ||
| 25 | 4% |
Sources AI cited
reddit.com is the page AI reaches for most here, cited in 54% of analyzed answers.
Jumped from rank #37 in Oct 2025 to #3 by Mar 2026.
Rose from #38 in Oct 2025 to #8 in Mar 2026, largely for its Eneloop line.
Fell from #2 in Oct 2025 to #6 in Mar 2026, losing share to general retailers.
Dropped significantly from rank #4 in Oct 2025 to #15 by Mar 2026.
Amazon remains the top-cited retailer for online auto parts and electronics according to AI assistants. However, responses for car batteries have dramatically shifted, with Optima Batteries rocketing from rank #37 to #3 in overall mentions since October 2025.
Across 335 AI responses, Duracell is mentioned most, named in 86% of them, followed by Energizer (83%) and Panasonic Holdings Corporation (82%).
Parse measures each brand's mention rate — the share of answers naming it — across 335 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.
AI recommendations initially favored auto parts stores like AutoZone and
Advance Auto Parts in late 2025. Over time, responses shifted to emphasize large retailers like
Walmart and
Amazon for online purchases. By early 2026, specific high-performance brands like began appearing frequently as top options available from these retailers.
Where can I buy a car battery online?
AI recommendations initially favored auto parts stores like AutoZone and
Advance Auto Parts in late 2025. Over time, responses shifted to emphasize large retailers like
Walmart and for online purchases. By early 2026, specific high-performance brands like began appearing frequently as top options available from these retailers.
Responses consistently name a combination of large online marketplaces and specialty automotive brands. and are regular fixtures for their wide selection, while brands like and are frequently recommended for custom-fit or no-drill options. Rally Armor is also a common suggestion for universal, budget-friendly sets.
Brands mentioned
Where can I buy mud flaps online?
Responses consistently name a combination of large online marketplaces and specialty automotive brands. Amazon and
Walmart are regular fixtures for their wide selection, while brands like
WeatherTech and
Husky Liners are frequently recommended for custom-fit or no-drill options. Rally Armor is also a common suggestion for universal, budget-friendly sets.