AI Visibility · Regional Scoreboard

Nissan AI Visibility Riverside Metro

Nissan dealers across Riverside

Regional report · 7 sub-markets
AI
VISIBILITY
Find Buy Service
Prepared August 2026Prepared by CarGenius
Overview

Executive summary

We measured how often AI assistants (ChatGPT, Google AI Mode, and Google AI Overview) name each of the region's 21 Nissan dealers when shoppers ask where to find, buy, and service - city by city. Here is who is winning AI visibility today, and where the gaps are.

Fontana Nissan leads with 11% share of voice (of every time AI named a Nissan dealer in the region) and is named in 38% of all answers. Empire Nissan and Riverside Nissan follow. The clearest gap is El Monte Nissan, which AI names less often than its nearby shopper demand would suggest.

How to read this report. This draws on answers from ChatGPT, Google AI Mode, and Google AI Overview. Dealers are never named in the questions, so every dealer is measured the same way. Cities are not counted equally: each city counts toward the regional score in proportion to how much Nissan shopping happens there - measured by its monthly search demand - so a strong showing in high-demand markets like Irvine and Riverside moves a dealer's regional standing much more than the same showing in a small one. Every city's own results appear in the sub-market table below. The full method is at the end of this report.

The regional leaderboard

Who AI recommends most across the region. Share of voice: of every time AI named a Nissan dealer in the region, how often it named this one. AI visibility: how often AI names the dealer at all. Named first: how often it is the very first dealer named.

  1. Fontana Nissan - 11% share of voice, named in 38% of answers, named first 15% of the time; strongest sub-market: Rancho Cucamonga.
  2. Empire Nissan - 10% share of voice, named in 36% of answers, named first 11% of the time; strongest sub-market: Rancho Cucamonga.
  3. Riverside Nissan - 9% share of voice, named in 32% of answers, named first 37% of the time; strongest sub-market: Riverside.
  4. Raceway Nissan - 8% share of voice, named in 30% of answers, named first 4% of the time; strongest sub-market: Riverside.
  5. Nissan of Irvine - 8% share of voice, named in 26% of answers, named first 75% of the time; strongest sub-market: Irvine.
  6. Nissan of Tustin - 7% share of voice, named in 23% of answers, named first 12% of the time; strongest sub-market: Irvine.
  7. Nissan of San Bernardino - 7% share of voice, named in 25% of answers, named first 15% of the time; strongest sub-market: San Bernardino.
  8. Nissan of Redlands - 6% share of voice, named in 24% of answers, named first 15% of the time; strongest sub-market: San Bernardino.
  9. Metro Nissan of Montclair - 6% share of voice, named in 21% of answers, named first 20% of the time; strongest sub-market: Pomona.
  10. Nissan of Costa Mesa - 6% share of voice, named in 18% of answers, named first 2% of the time; strongest sub-market: Irvine.
  11. Valley Hi Nissan - 5% share of voice, named in 8% of answers, named first 96% of the time; strongest sub-market: Victorville.
  12. Corona Nissan - 4% share of voice, named in 13% of answers, named first 0% of the time; strongest sub-market: Riverside.
  13. Nissan of Orange - 4% share of voice, named in 12% of answers, named first 1% of the time; strongest sub-market: Irvine.
  14. Temecula Nissan - 3% share of voice, named in 8% of answers, named first 48% of the time; strongest sub-market: Temecula.
  15. Puente Hills Nissan - 3% share of voice, named in 10% of answers, named first 10% of the time; strongest sub-market: Pomona.
  16. Pedder Nissan - 3% share of voice, named in 7% of answers, named first 0% of the time; strongest sub-market: Temecula.
  17. Surf City Nissan - 1% share of voice, named in 3% of answers, named first 0% of the time; strongest sub-market: Irvine.
  18. Garden Grove Nissan - 1% share of voice, named in 2% of answers, named first 0% of the time; strongest sub-market: Irvine.
  19. El Monte Nissan - 1% share of voice, named in 2% of answers, named first 0% of the time; strongest sub-market: Pomona.
  20. Bravo Nissan of Duarte - 0% share of voice, named in 2% of answers, named first 0% of the time; strongest sub-market: Pomona.

Who leads each sub-market, and where

  • Irvine (population 256,927, 2,660 searches per month) - AI names Nissan of Irvine most.
  • Riverside (population 317,261, 2,520 searches per month) - AI names Raceway Nissan most.
  • San Bernardino (population 216,108, 1,550 searches per month) - AI names Nissan of San Bernardino most.
  • Pomona (population 153,266, 1,030 searches per month) - AI names Puente Hills Nissan most.
  • Rancho Cucamonga (population 175,236, 990 searches per month) - AI names Empire Nissan most.
  • Victorville (population 122,225, 800 searches per month) - AI names Valley Hi Nissan most.
  • Temecula (population 110,003, 720 searches per month) - AI names Temecula Nissan most.

Bubble area is proportional to monthly search demand; the number keys each sub-market to the table. Small dots mark the tracked dealers' locations. Map © OpenStreetMap contributors.

What the region is searching for

  • Nissan Rogue - 1,750 searches per month
  • Nissan Altima - 1,190 searches per month
  • Nissan Sentra - 1,170 searches per month
  • Nissan Z - 1,130 searches per month
  • Nissan Pathfinder - 1,000 searches per month
  • Nissan Frontier - 890 searches per month
  • Nissan Kicks - 860 searches per month
  • Nissan Leaf - 750 searches per month
  • Nissan Armada - 650 searches per month
  • Nissan Ariya - 560 searches per month

Top Sources

The websites AI cited most when answering shopper questions across the region, as a share of all citations:

  • dealerrater.com - 11.4% of citations
  • nissanusa.com - 8.1% of citations
  • carfax.com - 7.1% of citations
  • valleyhinissan.com - 6.1% of citations
  • yelp.com - 5.3% of citations
  • nissanofsb.com - 4.9% of citations
  • fontananissan.com - 4.5% of citations
  • nissanofirvine.com - 4.4% of citations
  • cars.com - 4.0% of citations
  • nissanofredlands.com - 3.1% of citations
  • temeculanissan.com - 3.0% of citations
  • empirenissan.com - 2.8% of citations

Regional Insights

AI gives shoppers a short list of 3 to 4 dealers. AI answers with actual dealership names 99.7% of the time and names only 3 to 4 dealers per answer. A dealer not on that list loses the shopper to one that is.

The most Google reviews does not mean the most AI recommendations. Nissan of Redlands has the region's most Google reviews (5,037) yet ranks 8th of 21 on this leaderboard, while Empire Nissan (1,930 reviews) ranks 2nd.

AI's information comes from review sites and forums, not dealer websites. dealerrater.com alone is cited more often than any dealer website.

Dealer ratings run far lower on Yelp than on Google. The tracked dealers average 4.4 stars on Google but only 3.1 on Yelp, and 9 of 20 score below 3.0 there. Yelp is one of AI's cited sources in this report, so a weak Yelp profile feeds directly into what AI reads.

Irvine and Riverside hold most of the demand - and no dealer has a firm lead. Irvine and Riverside together hold 50% of the region's shopping demand, yet in Irvine, the busiest market, the most-recommended dealer (Nissan of Irvine) takes only 31% of AI's dealer mentions. Each of the 7 local areas has a different dealer that AI names most.

Regional footprint

Who leads each sub-market, and where

The dealer AI names most in each sub-market. Each sub-market is measured at its anchor city - shown with its population - chosen to represent that part of the region; the anchors together span the metro's major population centers. On the map, each anchor's bubble is sized by its monthly shopper search demand, so larger circles are the markets with more search activity.

National footprint

The 25 metros, coast to coast

Each bubble is one of America's 25 biggest metro areas, sized by monthly shopper search demand in its anchor city and numbered by metro rank. The table that follows names the dealer AI recommends most in each.

Market demand

Where the nation shops

Monthly brand and model searches in each metro's anchor city - the demand AI answers compete for. Search demand weights and sizes the markets in this report; it is not a sales figure.

Market demand

What the region is searching for

How many shoppers near the region search for each model every month. This is the demand AI answers compete for, and it sets how much each city counts toward the scores. Search demand weights the cities in this report; it is not a sales figure.

Metro leaderboard

The National 25 - who AI recommends, metro by metro

The dealer AI assistants recommend most in each of the nation's 25 biggest metros, measured with identical non-branded Find / Buy / Service questions in each metro's anchor city.

How to read this. Share of voice: of every time AI named a dealer in this metro, how often it named this one. AI visibility: how often AI names the dealer at all. Named first: how often it is the very first dealer named - kept separate from visibility, as always. Bars are scaled to a 50% share.

Regional leaderboard

The regional leaderboard

Who AI recommends most across the region. Share of voice is the headline: out of every time AI named a dealer, how often it named this one. AI visibility is how often AI names the dealer at all, and named first is how often it is the very first dealer named - a dealer can be named often yet rarely first, so we keep these separate. Cities with more shopper demand count for more.

#DealerStrongest sub-marketAI visibilityShare of voiceNamed first
1Fontana NissanRancho Cucamonga38%
11%
15%
2Empire NissanRancho Cucamonga36%
10%
11%
3Riverside NissanRiverside32%
9%
37%
4Raceway NissanRiverside30%
8%
4%
5Nissan of IrvineIrvine26%
8%
75%
6Nissan of TustinIrvine23%
7%
12%
7Nissan of San BernardinoSan Bernardino25%
7%
15%
8Nissan of RedlandsSan Bernardino24%
6%
15%
9Metro Nissan of MontclairPomona21%
6%
20%
10Nissan of Costa MesaIrvine18%
6%
2%
11Valley Hi NissanVictorville8%
5%
96%
12Corona NissanRiverside13%
4%
0%
13Nissan of OrangeIrvine12%
4%
1%
14Temecula NissanTemecula8%
3%
48%
15Puente Hills NissanPomona10%
3%
10%
16Pedder NissanTemecula7%
3%
0%
17Surf City NissanIrvine3%
1%
0%
18Garden Grove NissanIrvine2%
1%
0%
19El Monte NissanPomona2%
1%
0%
20Bravo Nissan of DuartePomona2%
0%
0%
Showing the top 20 of the 21 dealers measured; every dealer is measured and scored the same way.
Winning patterns

The winners are not who you'd expect

The two things dealers invest in as reputation - store size and Google rating - do not separate the AI leaders from the field. Most metros are led by a store that is not the biggest in its market, winning under its own local name.

Where AI's winners rank by store size. Every metro's dealers, ranked by Google review count; the groups below show where each metro's AI leader falls in that size order.

Dealer scorecard

Dealer ranking scorecard

Read each grade cell as two numbers: a bold 0-100 grade, and in grey the share of voice it comes from. The grade is relative - the region's strongest dealer scores 100 and every other dealer is measured against it. Find, Buy and Service are graded on their own and count equally toward the Weighted overall. "Weighted" means busier cities count for more: each city's result is scaled by its monthly search demand before the cities are combined, so how a dealer does where the shoppers are matters most.

AI sources

Top Sources

The websites AI cited most when answering shopper questions across the region - each shown as its share of all the citations AI made. Getting listed and well-reviewed on the sources that rank highest here is how a dealer gets into AI answers.

AI sources

What AI reads, nationally

Store size and ratings do not decide who AI recommends. The clearest national pattern is what AI reads: the same few sources appear in metro after metro. Each website is shown as its share of all the citations AI made across the 25 measured metros. Getting listed and well-reviewed on the sources that rank highest here is how a dealer gets into AI answers.

Market opportunity

Most metros are still up for grabs

The small number next to each metro is the leader's share of voice divided by the runner-up's - 1.0x means the leader and runner-up are tied.

Contested - the runner-up is within striking distance Held - the leader is comfortably ahead Bubble size = market size (monthly searches)

Leader's share of voice

Of every time AI named a dealer in that metro, the percentage that went to the metro's #1 dealer.

Runner-up's share of voice

The same measure for the #2 dealer. The closer the two shares, the closer the race; a leader can never sit below the dashed line, only above it.

Share of voice = a dealer's AI mentions ÷ all dealers' AI mentions in its metro
Striking distance = the runner-up holds at least the leader's share ÷ 1.2
Market opportunity

Share of Voice vs Share of Demand

This chart plots each dealer's Share of Voice (up) against its Share of Demand (across). The dashed line is break-even, where the two are equal. Below it, a dealer's Share of Demand is larger than its Share of Voice - the clearest gaps to close. Bubbles are sized by Google review count.

At or above its opportunity Below its opportunity (a gap) Bubble size = Google review count

Share of Voice

When AI assistants recommend dealers in this region, the percentage of those recommendations that go to this dealer.

Share of Demand

This dealer's slice of the region's shoppers, based on distance: each town's shoppers count toward the stores nearest them, and busier towns count for more.

Share of voice = a dealer's AI mentions ÷ all dealers' AI mentions
Share of demand = a dealer's nearby demand ÷ all dealers' nearby demand
Regional insights

Regional Insights

These patterns stand out when the region's answers are read together. Each one is computed from the measured runs behind this report.

National insights

National insights

Beyond the headline story, these patterns stand out when all the metros are read together. Each one is computed from the measured runs - per-metro results are directional, but these cross-metro patterns rest on the full national sample.

Recommended actions

What To Do

The patterns in this report are national, but the actions they point to are local - and none of them requires being the biggest store in the market. Five places to start, each grounded in what this measurement found.

Methodology

Methodology

We asked non-dealer branded questions - for example "best Nissan dealer near [city]", "Nissan Rogue inventory near [city]", and "where to service a Nissan near [city]" - against ChatGPT, Google AI Mode, and Google AI Overview, city by city, and recorded which dealers each answer named and in what order. Dealers are never named in the questions, so every dealer in the region is measured the same way and the leaderboard reflects who AI brings up on its own. Search demand comes from Google search volume for in-market shopping terms by model and city; it weights each city and is not a sales figure. Every confirmed Nissan dealership in the region's measured footprint is tracked and scored - 21 dealers in this report. The leaderboard and scorecard tables show the top 20 by share of voice.

Position is reported only as "named first". How often AI names a dealer and how early it names them are separate measurements, and this report keeps them separate. Because the weighting follows measured demand, Irvine and Riverside together carry about 50% of the regional score; every city's own results are shown in the sub-market table. Search demand: Google search volume. AI visibility: live queries to ChatGPT, Google AI Mode, and Google AI Overview. Dealer ratings: Google Business Profile and Yelp.

Next step · For your dealership

Custom Dealer Reports

This regional report shows how AI sees the whole market. A Custom Dealer Report goes deeper on one dealership: yours.

This national report shows how AI sees dealers across America's biggest metros. A Custom Dealer Report goes deeper on one dealership: yours.

Every month, CarGenius runs the questions your buyers ask across the major AI engines and reports how often AI names you versus each competitor, scores your Find, Buy, and Service visibility, verifies your marketplace presence, and ranks what to fix by effort and impact.

Get a Custom Report
Custom Dealer Report · sample data

Most-mentioned dealers in your market

How often AI names each dealer across this month's shopping prompts
Your Dealership
54%
Competitor A
41%
Competitor B
33%
Competitor C
27%
FIND
72/100
BUY
41/100
SERVICE
58/100
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Nissan
Riverside
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[{"model":"Nissan Rogue","searches":1750},{"model":"Nissan Altima","searches":1190},{"model":"Nissan Sentra","searches":1170},{"model":"Nissan Z","searches":1130},{"model":"Nissan Pathfinder","searches":1000},{"model":"Nissan Frontier","searches":890},{"model":"Nissan Kicks","searches":860},{"model":"Nissan Leaf","searches":750},{"model":"Nissan Armada","searches":650},{"model":"Nissan Ariya","searches":560}]
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[{"rank":1,"dealer":"Fontana Nissan","overall":{"grade":100,"share":0.1077},"find":{"grade":100,"share":0.1069},"buy":{"grade":100,"share":0.1016},"service":{"grade":100,"share":0.1147},"sentiment":60,"google":{"rating":4.7,"reviews":2981},"yelp":{"rating":3.6,"reviews":655}},{"rank":2,"dealer":"Empire Nissan","overall":{"grade":90,"share":0.0965},"find":{"grade":97,"share":0.1041},"buy":{"grade":74,"share":0.0754},"service":{"grade":96,"share":0.1099},"sentiment":59,"google":{"rating":4.7,"reviews":1930},"yelp":{"rating":3.7,"reviews":528}},{"rank":3,"dealer":"Riverside Nissan","overall":{"grade":83,"share":0.0893},"find":{"grade":88,"share":0.0944},"buy":{"grade":93,"share":0.0949},"service":{"grade":69,"share":0.0786},"sentiment":58,"google":{"rating":4.6,"reviews":3300},"yelp":{"rating":3.5,"reviews":368}},{"rank":4,"dealer":"Raceway Nissan","overall":{"grade":77,"share":0.0828},"find":{"grade":70,"share":0.0743},"buy":{"grade":89,"share":0.0907},"service":{"grade":73,"share":0.0835},"sentiment":58,"google":{"rating":4.3,"reviews":3407},"yelp":{"rating":2.7,"reviews":602}},{"rank":5,"dealer":"Nissan of Irvine","overall":{"grade":77,"share":0.0827},"find":{"grade":80,"share":0.0857},"buy":{"grade":79,"share":0.0807},"service":{"grade":71,"share":0.0817},"sentiment":59,"google":{"rating":4.6,"reviews":3258},"yelp":{"rating":3.7,"reviews":416}},{"rank":6,"dealer":"Nissan of Tustin","overall":{"grade":68,"share":0.0727},"find":{"grade":65,"share":0.069},"buy":{"grade":66,"share":0.0674},"service":{"grade":71,"share":0.0817},"sentiment":57,"google":{"rating":4.2,"reviews":1419},"yelp":{"rating":3.3,"reviews":919}},{"rank":7,"dealer":"Nissan of San 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[{"title":"AI gives shoppers a short list of 3 to 4 dealers","html":"AI answers with actual dealership names 99.7% of the time and names only 3 to 4 dealers per answer. A dealer not on that list loses the shopper to one that is."},{"title":"The most Google reviews does not mean the most AI recommendations","html":"Nissan of Redlands has the region's most Google reviews (5,037) yet ranks 8th of 21 on this leaderboard, while Empire Nissan (1,930 reviews) ranks 2nd."},{"title":"AI's information comes from review sites and forums, not dealer websites","html":"dealerrater.com alone is cited more often than any dealer website."},{"title":"Dealer ratings run far lower on Yelp than on Google","html":"The tracked dealers average 4.4 stars on Google but only 3.1 on Yelp, and 9 of 20 score below 3.0 there. Yelp is one of AI's cited sources in this report, so a weak Yelp profile feeds directly into what AI reads."},{"title":"Irvine and Riverside hold most of the demand - and no dealer has a firm lead","html":"Irvine and Riverside together hold 50% of the region's shopping demand, yet in Irvine, the busiest market, the most-recommended dealer (Nissan of Irvine) takes only 31% of AI's dealer mentions. Each of the 7 local areas has a different dealer that AI names most."}]
Bubble area is proportional to monthly search demand; the number keys each sub-market to the table. Small dots mark the tracked dealers' locations. Map © OpenStreetMap contributors.
Regional