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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,051 listings found

2012 Toyota Yaris Fleet

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Toyota Yaris Fleet

Temecula, CA

UnscoredInsufficient · 0
$4,918213,681 mi

Temecula, CA

2016 Toyota Mirai

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Toyota Mirai

Temecula, CA

UnscoredInsufficient · 0
$7,41830,963 mi

Temecula, CA

2014 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota Corolla LE

Temecula, CA

UnscoredInsufficient · 3
$7,999143,320 mi

Comparison: 3 similar vehicles

Temecula, CA

2014 Toyota RAV4 XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota RAV4 XLE

Temecula, CA

UnscoredInsufficient · 4
$9,677185,923 mi

Comparison: 4 similar vehicles

Temecula, CA

2011 Toyota Prius IV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Toyota Prius IV

Temecula, CA

Unscored
$9,895151,651 mi

Comparison: 7 similar vehicles

Temecula, CA

2014 Toyota Prius v Three

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota Prius v Three

Temecula, CA

UnscoredInsufficient · 3
$9,918153,183 mi

Comparison: 3 similar vehicles

Temecula, CA

2008 Toyota 4Runner Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Toyota 4Runner Limited

Temecula, CA

UnscoredInsufficient · 0
$9,999239,750 mi

Temecula, CA

2014 Toyota Prius c Two

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota Prius c Two

Temecula, CA

UnscoredInsufficient · 3
$10,117165,011 mi

Comparison: 3 similar vehicles

Temecula, CA

2012 Toyota Prius Four

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Toyota Prius Four

Temecula, CA

UnscoredInsufficient · 3
$10,998135,380 mi

Comparison: 3 similar vehicles

Temecula, CA

2013 Toyota Camry SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Camry SE

Temecula, CA

UnscoredInsufficient · 3
$11,89598,091 mi

Comparison: 3 similar vehicles

Temecula, CA

2016 Toyota Prius Two

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Toyota Prius Two

Temecula, CA

Unscored
$11,997172,980 mi

Comparison: 9 similar vehicles

Temecula, CA

2014 Toyota Venza XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota Venza XLE

Temecula, CA

UnscoredInsufficient · 0
$12,118131,636 mi

Temecula, CA

2013 Toyota Camry XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Camry XLE

Temecula, CA

Unscored
$12,266133,501 mi

Comparison: 5 similar vehicles

Temecula, CA

2008 Toyota Tundra

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Toyota Tundra

Temecula, CA

UnscoredInsufficient · 0
$12,495150,608 mi

Temecula, CA

2019 Toyota Camry XLE Hybrid

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Toyota Camry XLE Hybrid

Temecula, CA

UnscoredInsufficient · 0
$12,997200,531 mi

Temecula, CA

2012 Toyota Camry XLE Hybrid

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Toyota Camry XLE Hybrid

Temecula, CA

UnscoredInsufficient · 4
$13,997139,891 mi

Comparison: 4 similar vehicles

Temecula, CA

2012 Toyota Tacoma PreRunner

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Toyota Tacoma PreRunner

Temecula, CA

Unscored
$14,900160,528 mi

Comparison: 9 similar vehicles

Temecula, CA

2004 Toyota Tundra SR5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Toyota Tundra SR5

Temecula, CA

Unscored
$14,919110,156 mi

Comparison: 6 similar vehicles

Temecula, CA

2018 Toyota C-HR XLE Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Toyota C-HR XLE Premium

Temecula, CA

Unscored
$15,117104,059 mi

Comparison: 10 similar vehicles

Temecula, CA

2020 Toyota Corolla XSE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Toyota Corolla XSE

Temecula, CA

Unscored
$15,495121,837 mi

Comparison: 5 similar vehicles

Temecula, CA

2018 Toyota Sienna LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Toyota Sienna LE

Temecula, CA

Unscored
$15,580153,101 mi

Comparison: 5 similar vehicles

Temecula, CA

2023 Toyota Camry SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Toyota Camry SE

Temecula, CA

Unscored
$15,999144,120 mi

Comparison: 25 similar vehicles

Temecula, CA

2019 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Toyota Corolla LE

Temecula, CA

UnscoredInsufficient · 3
$15,99962,807 mi

Comparison: 3 similar vehicles

Temecula, CA

2010 Toyota 4Runner SR5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Toyota 4Runner SR5

Temecula, CA

UnscoredInsufficient · 0
$15,999150,270 mi

Temecula, CA

2015 Toyota Tacoma TRD Pro

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Tacoma TRD Pro

Temecula, CA

UnscoredInsufficient · 0
$16,900258,683 mi

Temecula, CA

2019 Toyota RAV4 XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Toyota RAV4 XLE

Temecula, CA

Unscored
$16,921145,858 mi

Comparison: 23 similar vehicles

Temecula, CA

2018 Toyota Camry LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Toyota Camry LE

Temecula, CA

Fair PriceLimited · 17
$17,117108,895 mi

Market: $12,900 – $22,117

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Temecula, CA

2020 Toyota Prius Prime XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Toyota Prius Prime XLE

Temecula, CA

UnscoredInsufficient · 4
$17,621137,490 mi

Comparison: 4 similar vehicles

Temecula, CA

2017 Toyota Sienna LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Toyota Sienna LE

Temecula, CA

Fair PriceModerate · 23
$17,621101,787 mi

Market: $17,134 – $43,990

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Temecula, CA

2014 Toyota Corolla S Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota Corolla S Premium

Temecula, CA

UnscoredInsufficient · 0
$17,62139,035 mi

Temecula, CA

2025 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Toyota Corolla LE

Temecula, CA

Great DealModerate · 48
$17,73737,628 mi

Market: $18,351 – $27,990

Comparison: 48 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 15 days listed (based on current market benchmarks)

Temecula, CA

2021 Toyota Camry SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Toyota Camry SE

Temecula, CA

Fair PriceModerate · 38
$17,800103,585 mi

Market: $12,995 – $24,118

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Temecula, CA

2017 Toyota Highlander Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Toyota Highlander Limited

Temecula, CA

Unscored
$17,918135,337 mi

Comparison: 14 similar vehicles

Temecula, CA

2019 Toyota Tacoma TRD Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Toyota Tacoma TRD Sport

Temecula, CA

Unscored
$17,995190,560 mi

Comparison: 23 similar vehicles

Temecula, CA

2017 Toyota Tacoma SR5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Toyota Tacoma SR5

Temecula, CA

Unscored
$17,999154,910 mi

Comparison: 23 similar vehicles

Temecula, CA

2016 Toyota Tacoma SR

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Toyota Tacoma SR

Temecula, CA

Unscored
$17,99989,210 mi

Comparison: 7 similar vehicles

Temecula, CA

2023 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Toyota Corolla LE

Temecula, CA

Fair PriceLimited · 18
$18,32199,144 mi

Market: $14,980 – $22,990

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Temecula, CA

2015 Toyota Highlander XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Highlander XLE

Temecula, CA

Fair PriceLimited · 11
$18,464103,862 mi

Market: $13,900 – $18,599

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Temecula, CA

2024 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Toyota Corolla LE

Temecula, CA

Fair PriceModerate · 38
$18,63747,479 mi

Market: $17,884 – $23,678

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 233 days listed (based on current market benchmarks)

Temecula, CA

2022 Toyota Camry LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Toyota Camry LE

Temecula, CA

Fair PriceLimited · 14
$18,99987,259 mi

Market: $16,795 – $22,984

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Temecula, CA

2020 Toyota Corolla SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Toyota Corolla SE

Temecula, CA

Fair PriceModerate · 32
$19,11773,534 mi

Market: $10,899 – $20,245

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Temecula, CA

2021 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Toyota Corolla LE

Temecula, CA

Fair PriceModerate · 27
$19,13775,586 mi

Market: $10,565 – $19,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Temecula, CA

2023 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Toyota Corolla LE

Temecula, CA

Fair PriceLimited · 17
$19,17270,782 mi

Market: $14,980 – $22,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Temecula, CA

2021 Toyota Highlander XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Toyota Highlander XLE

Temecula, CA

Unscored
$19,780122,744 mi

Comparison: 14 similar vehicles

Temecula, CA

2022 Toyota Corolla Cross L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Toyota Corolla Cross L

Temecula, CA

UnscoredInsufficient · 0
$19,79953,595 mi

Temecula, CA

2025 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Toyota Corolla LE

Temecula, CA

Fair PriceModerate · 48
$19,97232,117 mi

Market: $17,737 – $27,990

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Temecula, CA

2023 Toyota Corolla SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Toyota Corolla SE

Temecula, CA

Unscored
$20,52164,245 mi

Comparison: 5 similar vehicles

Temecula, CA

2020 Toyota Prius Prime XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Toyota Prius Prime XLE

Temecula, CA

UnscoredInsufficient · 3
$20,54098,625 mi

Comparison: 3 similar vehicles

Temecula, CA

2021 Toyota RAV4 XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Toyota RAV4 XLE

Temecula, CA

Unscored
$20,799131,214 mi

Comparison: 31 similar vehicles

Temecula, CA

2021 Toyota Corolla XSE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Toyota Corolla XSE

Temecula, CA

UnscoredInsufficient · 0
$20,98531,043 mi

Temecula, CA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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