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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

466 listings found

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

El Centro, CA

UnscoredRobust · 74
$5,795162,229 mi

Comparison: 74 similar vehicles

El Centro, CA

2015 Dodge Dart GT

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

2015 Dodge Dart GT

Gadsden, AZ

UnscoredInsufficient · 0
$5,900149,335 mi

Gadsden, AZ

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Gadsden, AZ

UnscoredInsufficient · 0
$8,900119,033 mi

Gadsden, AZ

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Gadsden, AZ

UnscoredModerate · 20
$8,900123,986 mi

Comparison: 20 similar vehicles

Gadsden, AZ

2018 Honda Civic LX

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

2018 Honda Civic LX

Calexico, CA

UnscoredRobust · 66
$9,500136,436 mi

Comparison: 66 similar vehicles

Calexico, CA

2018 Nissan Versa Sedan S Plus

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

2018 Nissan Versa Sedan S Plus

Gadsden, AZ

UnscoredInsufficient · 0
$9,90087,597 mi

Gadsden, AZ

2016 Nissan Versa Sedan S

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

2016 Nissan Versa Sedan S

Gadsden, AZ

UnscoredInsufficient · 0
$9,90048,924 mi

Gadsden, AZ

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Calexico, CA

Fair PriceRobust · 53
$9,995107,906 mi

Market: $6,975 – $15,495

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Calexico, CA

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Calexico, CA

Fair PriceModerate · 39
$10,500104,374 mi

Market: $8,465 – $16,990

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Calexico, CA

2016 Nissan Altima S

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

2016 Nissan Altima S

Gadsden, AZ

UnscoredLimited · 5
$10,900159,664 mi

Comparison: 5 similar vehicles

Gadsden, AZ

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Gadsden, AZ

UnscoredModerate · 24
$10,900131,739 mi

Comparison: 24 similar vehicles

Gadsden, AZ

2017 Nissan Sentra S

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

2017 Nissan Sentra S

El Centro, CA

Fair PriceLimited · 17
$10,93565,946 mi

Market: $6,990 – $11,200

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

El Centro, CA

2020 Hyundai Accent SE

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

2020 Hyundai Accent SE

Calexico, CA

Fair PriceLimited · 16
$11,171Mileage not verified

Market: $7,345 – $14,599

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Calexico, CA

2018 Hyundai Elantra Value Edition

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

2018 Hyundai Elantra Value Edition

El Centro, CA

Fair PriceModerate · 21
$11,80286,029 mi

Market: $8,388 – $14,495

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

El Centro, CA

2017 Hyundai Elantra Value Edition

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

2017 Hyundai Elantra Value Edition

Gadsden, AZ

UnscoredLimited · 7
$11,90081,426 mi

Comparison: 7 similar vehicles

Gadsden, AZ

2016 Ford Taurus SEL

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

2016 Ford Taurus SEL

Gadsden, AZ

UnscoredInsufficient · 0
$11,90097,232 mi

Gadsden, AZ

2013 Kia Optima SX

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

2013 Kia Optima SX

Gadsden, AZ

UnscoredLimited · 5
$11,900103,158 mi

Comparison: 5 similar vehicles

Gadsden, AZ

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

El Centro, CA

Fair PriceModerate · 20
$11,98280,272 mi

Market: $7,439 – $12,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

El Centro, CA

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Calexico, CA

Fair PriceLimited · 18
$12,163115,317 mi

Market: $8,400 – $16,495

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Calexico, CA

2020 Hyundai Sonata SEL

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

2020 Hyundai Sonata SEL

Calexico, CA

UnscoredInsufficient · 0
$12,50044,840 mi

Calexico, CA

2020 Nissan Altima S

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

2020 Nissan Altima S

Gadsden, AZ

UnscoredModerate · 45
$12,900133,234 mi

Comparison: 45 similar vehicles

Gadsden, AZ

2018 Chevrolet Sonic LT

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

2018 Chevrolet Sonic LT

Gadsden, AZ

UnscoredInsufficient · 3
$12,90091,293 mi

Comparison: 3 similar vehicles

Gadsden, AZ

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Gadsden, AZ

Fair PriceModerate · 21
$12,90095,360 mi

Market: $6,875 – $17,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Gadsden, AZ

2018 Nissan Altima SV

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

2018 Nissan Altima SV

Gadsden, AZ

OverpricedLimited · 11
$12,900105,150 mi

Market: $6,500 – $12,356

Comparison: 11 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Gadsden, AZ

2017 Kia Forte LX

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

2017 Kia Forte LX

Gadsden, AZ

Fair PriceLimited · 17
$12,90062,989 mi

Market: $5,995 – $14,818

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1472 days listed (based on current market benchmarks)

Gadsden, AZ

2016 Cadillac ATS Luxury Collection

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

2016 Cadillac ATS Luxury Collection

Gadsden, AZ

UnscoredInsufficient · 0
$13,50097,273 mi

Gadsden, AZ

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Calexico, CA

UnscoredModerate · 30
$13,795121,193 mi

Comparison: 30 similar vehicles

Calexico, CA

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Calexico, CA

Fair PriceRobust · 76
$14,171Mileage not verified

Market: $9,614 – $19,995

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Calexico, CA

2018 BMW 3 Series 330i

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

2018 BMW 3 Series 330i

El Centro, CA

Fair PriceModerate · 31
$14,33784,130 mi

Market: $11,898 – $16,999

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

El Centro, CA

2017 Honda Civic LX

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

2017 Honda Civic LX

Calexico, CA

Fair PriceRobust · 79
$14,69596,749 mi

Market: $9,999 – $18,998

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Calexico, CA

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Gadsden, AZ

UnscoredInsufficient · 0
$14,90043,084 mi

Gadsden, AZ

2018 BMW 5 Series 530e

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

2018 BMW 5 Series 530e

Gadsden, AZ

Fair PriceLimited · 14
$14,900100,227 mi

Market: $12,890 – $17,580

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Gadsden, AZ

2017 Honda Civic EX

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

2017 Honda Civic EX

Gadsden, AZ

UnscoredRobust · 56
$14,900121,509 mi

Comparison: 56 similar vehicles

Gadsden, AZ

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Gadsden, AZ

OverpricedModerate · 29
$14,900110,794 mi

Market: $3,950 – $14,195

Comparison: 29 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Gadsden, AZ

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Gadsden, AZ

OverpricedRobust · 54
$14,90076,545 mi

Market: $5,795 – $13,995

Comparison: 54 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Gadsden, AZ

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Gadsden, AZ

UnscoredInsufficient · 0
$14,90050,000 mi

Gadsden, AZ

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Gadsden, AZ

UnscoredInsufficient · 0
$14,90045,965 mi

Gadsden, AZ

2015 Cadillac ATS Standard

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

2015 Cadillac ATS Standard

Gadsden, AZ

UnscoredInsufficient · 0
$14,90071,236 mi

Gadsden, AZ

2016 Honda Civic EX

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

2016 Honda Civic EX

Calexico, CA

UnscoredRobust · 63
$15,163128,534 mi

Comparison: 63 similar vehicles

Calexico, CA

2019 Hyundai Sonata SEL

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

2019 Hyundai Sonata SEL

Calexico, CA

UnscoredInsufficient · 0
$15,17053,264 mi

Calexico, CA

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Gadsden, AZ

UnscoredInsufficient · 0
$15,90031,961 mi

Gadsden, AZ

2017 Nissan Maxima SR

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

2017 Nissan Maxima SR

Gadsden, AZ

UnscoredInsufficient · 3
$15,90093,996 mi

Comparison: 3 similar vehicles

Gadsden, AZ

2019 Toyota Corolla SE

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

2019 Toyota Corolla SE

Imperial, CA

Fair PriceModerate · 47
$15,98884,647 mi

Market: $9,995 – $21,995

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Imperial, CA

2017 BMW 3 Series 330i

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

2017 BMW 3 Series 330i

El Centro, CA

Fair PriceModerate · 25
$16,16272,632 mi

Market: $11,999 – $21,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

El Centro, CA

2017 Honda Civic LX

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

2017 Honda Civic LX

Calexico, CA

Fair PriceRobust · 79
$16,171Mileage not verified

Market: $9,999 – $18,998

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Calexico, CA

2019 Dodge Charger SXT

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

2019 Dodge Charger SXT

Calexico, CA

Fair PriceModerate · 39
$16,595100,921 mi

Market: $9,895 – $23,095

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Calexico, CA

2019 Honda Accord EX

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

2019 Honda Accord EX

Calexico, CA

Fair PriceModerate · 29
$16,671Mileage not verified

Market: $15,750 – $23,900

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Calexico, CA

2017 Honda Civic LX

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

2017 Honda Civic LX

Calexico, CA

Fair PriceRobust · 79
$16,671Mileage not verified

Market: $9,999 – $18,998

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Calexico, CA

2019 Honda Civic LX

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

2019 Honda Civic LX

El Centro, CA

Fair PriceRobust · 56
$16,75182,852 mi

Market: $9,000 – $23,995

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

El Centro, CA

2023 Toyota Camry SE

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

2023 Toyota Camry SE

Gadsden, AZ

UnscoredModerate · 46
$16,900158,290 mi

Comparison: 46 similar vehicles

Gadsden, AZ

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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