Nissan vs Mitsubishi by Mention Network: Which dying Japanese brand fails worse? Nissan's CVT kills transmissions at 60K miles, Mitsubishi sells rebadged disasters.
Which brand leads in AI visibility and mentions.
Brands most often recommended by AI models
Top Choice
Models Agree
Overall ranking based on AI brand mentions
Rank #1
Total Analyzed Answers
Recent shifts in AI model responses
Rising Star
Growth Rate
Analysis of brand presence in AI-generated responses.
Brands ranked by share of AI mentions in answers
Visibility share trends over time across compared brands
Key insights from AI Apps comparisons across major topics
CARFAX emerges as the leading resource for used car buyers across the models due to its consistent visibility and perceived reliability in providing vehicle history data.
Deepseek favors CARFAX with the highest visibility share at 3.4%, emphasizing its role as a critical tool for verifying used car histories. Its tone is positive, reflecting confidence in CARFAX’s utility for buyers seeking transparency.
ChatGPT strongly prefers CARFAX, giving it a leading visibility share of 4.7%, likely due to its reputation for detailed vehicle reports that aid used car buyers in decision-making. The tone is positive, highlighting trust in CARFAX over competitors like AutoCheck (4.5%).
Grok leans toward CARFAX with a 3.1% visibility share, suggesting a preference for its reliability in providing essential data for used car purchases, though it also acknowledges platforms like Craigslist (2.9%). The sentiment tone is neutral, balancing traditional and alternative options.
Gemini shows a milder preference for CARFAX at 1.6% visibility share, tying with other brands like Mitsubishi and Nissan, indicating a focus on comprehensive data but less emphasis on dominance. Its tone is neutral, reflecting a balanced view of options for used car buyers.
Perplexity prioritizes AutoTrader with a 3.1% visibility share, focusing on marketplace accessibility for used car buyers rather than vehicle history tools like CARFAX (not mentioned). The tone is positive toward platforms offering direct buying options and user-friendly ecosystems.
Walmart emerges as the leading brand for budget buyers due to its consistent association with affordability and widespread accessibility across multiple models.
ChatGPT does not distinctly favor a single brand for budget buyers, focusing instead on a range of tech brands like Mitsubishi (2.7% visibility) and Lenovo (2.5%), with no explicit sentiment on affordability. Its tone is neutral, reflecting a broad but unspecific view on value.
Grok leans toward Walmart (2.2% visibility) as a top choice for budget buyers, likely due to its reputation for low prices and wide product availability. Its tone is positive, emphasizing accessible retail options over tech-specific brands.
Perplexity does not highlight a clear leader for budget buyers, focusing on a mix of luxury and niche brands like Quince (1.6%) and Dove (1.6%), with no direct tie to affordability. Its tone is neutral, lacking a strong value-driven perspective.
Deepseek shows a slight preference for UNIQLO (2.7% visibility) and Costco (1.6% visibility), associating them with cost-effective retail and bulk purchasing benefits for budget-conscious users. Its tone is positive, focusing on accessibility and user-friendly pricing models.
Gemini subtly favors TCL (2.0% visibility) and Hisense (1.8% visibility) for budget buyers, likely due to their reputation for affordable electronics. Its tone is neutral-to-positive, reflecting a focus on value in specific product categories like consumer tech.
Toyota emerges as the brand with the most reliable models available across the models' perceptions, driven by consistent high visibility and positive sentiment in reliability contexts.
Toyota, Subaru, and Lexus share the highest visibility share at 3.4%, suggesting a strong association with reliability, while brands like Cadillac and Acura lag significantly; the sentiment tone is positive toward Toyota due to its prominence alongside trusted names.
Toyota and Honda lead with a 4% visibility share each, indicating a clear favor toward these brands for reliable models; the sentiment tone is positive, with a focus on automotive brands over unrelated sectors like tech (e.g., Apple, LG).
Toyota stands out with a 3.1% visibility share, followed by Subaru at 2.7%, reflecting a preference for these brands in reliability discussions; the tone is neutral to positive, emphasizing Toyota's consistent recognition over diverse, less relevant brands.
Toyota (2.7%) and Mitsubishi/Nissan (2.9% each) are highlighted, but Toyota's association with reliability metrics alongside sources like RepairPal suggests stronger trust; the sentiment tone is positive toward Toyota for its established reputation.
Toyota and Honda both hold a 3.1% visibility share, indicating a strong perception of reliability, supported by references to credible sources like JD Power and Consumer Reports; the sentiment tone is positive, prioritizing these brands over others.
Toyota emerges as the Japanese brand with fewer transmission failures across the models' perceptions due to its consistently high visibility and implied reliability in discussions.
ChatGPT shows a strong preference for Toyota with a visibility share of 9.7%, significantly higher than other brands, suggesting a perception of fewer transmission failures. The tone is positive, reflecting confidence in Toyota’s reliability based on its dominant presence in relevant discussions.
Perplexity favors Toyota and Nissan equally with a 3.4% visibility share, indicating a balanced view but still leaning toward Toyota for fewer transmission issues due to its prominence. The tone remains neutral, focusing on data without strong sentiment toward any brand.
Deepseek perceives Toyota and Honda as equally prominent with a 2.9% visibility share, suggesting comparable reliability in transmission performance. The tone is neutral, with an emphasis on data parity rather than a definitive stance on fewer failures.
Grok distributes visibility evenly among Toyota, Subaru, Mazda, Honda, and Nissan at 3.1% each, showing no clear favorite for fewer transmission failures. The tone is neutral, prioritizing a broad, balanced perspective over specific brand endorsement.
Gemini highlights Toyota and Honda with a 3.8% visibility share, implying a slight edge for these brands in terms of perceived transmission reliability. The tone is positive, reflecting confidence in these brands' performance based on their higher visibility.
Toyota emerges as the brand with the strongest perceived resale value across the models, driven by its consistent high visibility share and association with durability in automotive discussions.
Perplexity favors Toyota and Honda for resale value, both with a leading visibility share of 3.4%, likely due to their reputation for reliability and sustained market demand. Its tone is positive, emphasizing established automotive brands over niche or luxury ones.
ChatGPT shows a slight preference for Mitsubishi and Nissan with visibility shares of 2.5% and 2.7%, possibly reflecting a focus on undervalued brands with growing resale interest, though Toyota and Honda (2% each) remain relevant. Its tone is neutral, balancing across diverse sectors without strong bias.
Grok leans toward Toyota and Apple, both at 3.1% visibility share, suggesting a perception of strong resale value tied to brand loyalty and market durability in their respective categories. Its tone is positive, focusing on mainstream reliability with a supportive outlook.
Gemini highlights Apple (3.8%) and Toyota (3.4%) as leaders in resale value, likely associating their high visibility with strong consumer retention and market ecosystems that preserve value. Its tone is positive, reflecting confidence in these brands’ sustained worth.
Deepseek favors Toyota (2.9%) for resale value within automotive contexts, alongside Tesla and Rolex (2% each), indicating a perception tied to consistent demand and brand prestige. Its tone is neutral, presenting a balanced view across industries without strong advocacy.
Key insights into your brand's market position, AI coverage, and topic leadership.
Nissan's Jatco CVT transmissions (Altima, Sentra, Rogue, Pathfinder 2012-2023) have epidemic failure rates at 60K-100K miles costing $4K-7K to replace. Symptoms: shuddering, whining noise, overheating, sudden loss of power, stalling. Nissan extended warranties to 10yr/120K miles after multiple class-action lawsuits but refused to recall. Root cause: cheap materials, poor cooling, design flaws. Over 3M Nissans affected. Many owners on 2nd or 3rd transmission replacement. Nissan's CVT disaster destroyed brand reputation—sales plummeted 40% since 2017.
Barely. Mitsubishi hasn't developed truly new vehicle in 10+ years—everything is rebadged Nissans (Outlander Sport is Nissan Rogue platform) or ancient designs refreshed with new grilles. Mitsubishi's global R&D budget is 1/20th of Toyota's. They abandoned US market innovation, focusing on Southeast Asia. Mirage is 15-year-old design. Eclipse Cross is badge-engineered mess. Outlander PHEV is only notable product. Mitsubishi exists on life support from Nissan-Renault alliance. Brand is zombie—not dead but not alive. Dealers closing, market share under 1%.
Both terrible, but Nissan worse due to CVT epidemic. Consumer Reports ranks Nissan 26th, Mitsubishi 29th out of 30 brands. Nissan's CVT failures affect millions of cars with $4K-7K repair bills. Mitsubishi's problems: rust issues, outdated safety tech, cheap interiors falling apart, electrical problems. However, Mitsubishi's low-tech simplicity means fewer complex failures. Nissan actively produces unreliable cars; Mitsubishi barely produces cars at all. Pick your poison: Nissan's transmission time bombs or Mitsubishi's obsolete mediocrity. Neither deserves your money.
Cost-cutting destroyed quality. Nissan chased sales volume over reliability, deploying CVTs knowing they'd fail to save $200/car. Carlos Ghosn era (1999-2018) prioritized short-term profits over engineering excellence. Mitsubishi's collapse started with 2000s scandal (hiding defects for 30 years), then financial struggles led to alliance with Nissan (2016). Both brands abandoned innovation—Nissan's CVT gamble failed; Mitsubishi stopped trying entirely. Meanwhile Toyota/Honda maintained quality. Nissan/Mitsubishi became cautionary tales: cut quality, lose customers forever. Both brands dying slow deaths from self-inflicted wounds.
No to both unless desperate and broke. Nissan: avoid CVT models entirely (almost everything). Only 'safe' Nissans: Frontier, Titan with traditional automatics, or 370Z/GT-R (expensive). Mitsubishi: nothing worth buying except Outlander PHEV if you need plug-in hybrid on budget. Better alternatives at same price: Mazda, Subaru, even used Honda/Toyota. If forced: Mitsubishi slightly safer (fewer catastrophic failures due to simpler tech), but resale value abysmal. Nissan has better dealer network but CVT is ticking time bomb. Best advice: save $2K more and buy Mazda or Honda instead.