
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 brand for used car buyers across most AI models due to its consistently high visibility and implied reliability in providing vehicle history information.
CARFAX holds the highest visibility share at 3.3%, suggesting a strong association with used car buying through vehicle history reports. The tone is neutral, focusing on data prevalence without explicit sentiment, implying reliability as a key factor for buyers.
CARFAX is favored with a 5.1% visibility share, the highest among brands, indicating trust in its detailed vehicle history data for informed purchasing decisions. The tone is positive, reflecting confidence in CARFAX's utility for used car buyers.
CARFAX leads with a 3% visibility share, likely due to its perceived importance in verifying car history, while platforms like Vroom and Carvana are also noted for direct purchasing options. The tone is neutral, balancing between information services and marketplace accessibility.
CARFAX has a modest 1.5% visibility share, not the highest, with Mitsubishi and Nissan at 2%, suggesting a mixed focus on car manufacturers over information tools for buyers. The tone is neutral to skeptical, lacking strong endorsement for any single brand in the used car buying process.
AutoTrader leads with a 3% visibility share, followed by Cars.com at 2.8%, emphasizing marketplace platforms over vehicle history tools like CARFAX for used car buyers. The tone is neutral, prioritizing accessibility and listings over data reliability.
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 discussions.
Toyota, Subaru, and Lexus share the highest visibility share at 3.3%, indicating a strong association with reliability. The sentiment tone is positive, focusing on their consistent performance in reliability rankings.
Toyota and Honda lead with a visibility share of 3.3%, suggesting a perception of reliability over other brands like Mitsubishi or Nissan at 1.8%. The tone is neutral to positive, emphasizing established reputation in automotive reliability.
Toyota stands out with a 3.3% visibility share, significantly ahead of Subaru at 2.8%, reflecting a stronger focus on reliable models. The sentiment tone is positive, likely tied to Toyota's ecosystem of dependable vehicles.
Mitsubishi and Nissan tie with Toyota at a high visibility share of 3.3% and 3%, respectively, but Toyota's broader recognition suggests a slight edge in reliability perception. The tone is neutral, balancing data-driven insights with reliability references.
Toyota and Honda both hold a 3.3% visibility share, positioned as leaders in reliability discussions with a positive sentiment tone. The focus is on their strong user experience and consistent reliability rankings.
Walmart emerges as the leading brand for budget buyers across the models due to its consistent visibility and perceived focus on low-cost offerings.
Grok favors Walmart with a visibility share of 2.3%, highlighting its prominence for budget-conscious consumers likely due to its wide range of affordable products. The sentiment tone is positive, reflecting a strong association with value.
Chatgpt leans toward Lenovo, TCL, and Acer, each with a 2.3% visibility share, suggesting a focus on budget-friendly tech options over general retail brands. The sentiment tone is neutral, emphasizing variety rather than a single value leader.
Perplexity shows no clear budget focus, with Quince and Dove tied at 1.5% visibility share, indicating a fragmented perception not strongly tied to value for budget buyers. The sentiment tone is skeptical, lacking emphasis on cost-saving options.
Deepseek highlights UNIQLO with a 2.8% visibility share, prioritizing affordable fashion, while Costco (1.8%) represents general retail value. The sentiment tone is positive, appreciating accessible pricing in specific categories.
Gemini favors TCL with a 2.0% visibility share, pointing to budget electronics as a value option, while Target (1.5%) represents retail alternatives. The sentiment tone is neutral, balancing specific and general budget offerings.
Toyota emerges as the Japanese brand with fewer transmission failures based on the consistent visibility and positive sentiment across multiple AI models. Its strong presence and association with reliability in transmission performance outshine other brands like Honda and Subaru.
ChatGPT favors Toyota with a visibility share of 10.7%, significantly higher than other Japanese brands, likely associating it with reliability in transmission performance. The sentiment tone is positive, reflecting confidence in Toyota’s lower incidence of transmission failures.
Perplexity shows a slight preference for Toyota and Nissan, each with a 3% visibility share, suggesting a balanced view on transmission reliability. Its neutral tone indicates no strong bias, focusing equally on multiple brands without specific failure data.
Deepseek leans toward Toyota and Honda, both with a 2.8% visibility share, implying comparable reliability in transmission systems. The tone is neutral, focusing on visibility data without explicit sentiment on failure rates.
Grok equally favors Toyota, Subaru, Mazda, Honda, and Nissan, each with a 3.3% visibility share, suggesting no clear leader in transmission reliability. Its neutral tone reflects a broad, non-committal stance on specific failure rates.
Gemini highlights Toyota and Honda, both at 3.3% visibility share, indicating a perception of strong transmission reliability for these brands. The tone is slightly positive, suggesting confidence in their performance based on visibility.
Toyota emerges as the leading brand for resale value across most AI models due to its consistently high visibility share and perceived reliability in the automotive market.
Perplexity favors Toyota and Honda for resale value, both with a leading 3% visibility share, likely due to their reputation for durability and broad market demand. Its sentiment tone is positive, focusing on established automotive brands as resale value leaders.
ChatGPT shows a slight preference for Nissan at 3% visibility share, though Toyota and Honda (both at 2.3%) remain strong contenders for resale value in the automotive space. Its sentiment tone is neutral, balancing across multiple industries but still acknowledging reliable car brands.
Grok prioritizes Toyota at 3.3% visibility share, associating it with strong resale value due to perceived reliability and market presence in the automotive sector. Its sentiment tone is positive, emphasizing Toyota’s dominance while also considering luxury brands like Rolex for alternative resale contexts.
Gemini leans towards Apple at 3.3% visibility share for resale value in tech, but Honda (3%) and Toyota (2.8%) are close competitors in the automotive domain, reflecting strong consumer demand. Its sentiment tone is positive, highlighting cross-category leaders with robust secondary markets.
Deepseek favors Toyota at 3% visibility share for resale value, likely due to its consistent market demand and reputation for longevity in vehicles. Its sentiment tone is positive, focusing on Toyota as a reliable choice while noting Tesla (2%) as an emerging contender.
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.