Skip to main content
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 21, 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

142 listings found

2009 Toyota Camry Hybrid

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

2009 Toyota Camry Hybrid

Roseburg, OR

UnscoredModerate · 26
$3,888173,238 mi

Comparison: 26 similar vehicles

Roseburg, OR

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Roseburg, OR

UnscoredLimited · 5
$3,999109,202 mi

Comparison: 5 similar vehicles

Roseburg, OR

2006 Mercedes-Benz C-Class C230 Sport

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

2006 Mercedes-Benz C-Class C230 Sport

Roseburg, OR

UnscoredInsufficient · 0
$3,999199,038 mi

Roseburg, OR

2019 Nissan Sentra SR

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

2019 Nissan Sentra SR

Roseburg, OR

UnscoredInsufficient · 0
$4,888119,857 mi

Roseburg, OR

2014 Ford Focus SE

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

2014 Ford Focus SE

Roseburg, OR

UnscoredModerate · 20
$4,999169,235 mi

Comparison: 20 similar vehicles

Roseburg, OR

2004 Kia Optima EX

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

2004 Kia Optima EX

Roseburg, OR

UnscoredInsufficient · 0
$5,24575,882 mi

Roseburg, OR

2008 Lincoln MKZ Base

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

2008 Lincoln MKZ Base

Roseburg, OR

UnscoredInsufficient · 0
$5,750121,137 mi

Roseburg, OR

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Roseburg, OR

UnscoredLimited · 5
$5,897142,022 mi

Comparison: 5 similar vehicles

Roseburg, OR

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Roseburg, OR

UnscoredLimited · 6
$5,99995,937 mi

Comparison: 6 similar vehicles

Roseburg, OR

2006 Honda Civic EX

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

2006 Honda Civic EX

Roseburg, OR

UnscoredLimited · 6
$5,999191,481 mi

Comparison: 6 similar vehicles

Roseburg, OR

2011 Hyundai Equus Ultimate

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

2011 Hyundai Equus Ultimate

Roseburg, OR

UnscoredInsufficient · 0
$7,888139,938 mi

Roseburg, OR

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Roseburg, OR

UnscoredInsufficient · 3
$8,24596,725 mi

Comparison: 3 similar vehicles

Roseburg, OR

2011 Chrysler 300 C

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

2011 Chrysler 300 C

Roseburg, OR

UnscoredInsufficient · 0
$8,249165,392 mi

Roseburg, OR

2008 Lincoln Town Car Signature Limited

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

2008 Lincoln Town Car Signature Limited

North Bend, OR

UnscoredInsufficient · 0
$8,49590,783 mi

North Bend, OR

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Roseburg, OR

UnscoredLimited · 5
$8,999115,831 mi

Comparison: 5 similar vehicles

Roseburg, OR

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Roseburg, OR

UnscoredLimited · 7
$8,999132,850 mi

Comparison: 7 similar vehicles

Roseburg, OR

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Roseburg, OR

UnscoredInsufficient · 3
$9,240105,853 mi

Comparison: 3 similar vehicles

Roseburg, OR

2008 Chevrolet Malibu LT

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

2008 Chevrolet Malibu LT

Florence, OR

UnscoredInsufficient · 0
$9,24579,260 mi

Florence, OR

2016 Chevrolet Malibu 1LS

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

2016 Chevrolet Malibu 1LS

Roseburg, OR

Fair PriceLimited · 16
$9,995112,075 mi

Market: $7,495 – $11,748

Comparison: 16 similar vehicles

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

Roseburg, OR

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Roseburg, OR

UnscoredModerate · 25
$9,999158,638 mi

Comparison: 25 similar vehicles

Roseburg, OR

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Coos Bay, OR

UnscoredInsufficient · 3
$9,999146,156 mi

Comparison: 3 similar vehicles

Coos Bay, OR

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Roseburg, OR

Fair PriceLimited · 19
$9,999105,497 mi

Market: $3,382 – $14,998

Comparison: 19 similar vehicles

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

Roseburg, OR

2013 Cadillac XTS Luxury Collection

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

2013 Cadillac XTS Luxury Collection

Roseburg, OR

UnscoredInsufficient · 0
$9,999131,108 mi

Roseburg, OR

2016 Kia Optima LX

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

2016 Kia Optima LX

Roseburg, OR

Fair PriceModerate · 22
$10,90071,450 mi

Market: $5,995 – $10,995

Comparison: 22 similar vehicles

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

Roseburg, OR

2014 Chrysler 300 Base

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

2014 Chrysler 300 Base

Roseburg, OR

UnscoredLimited · 6
$10,900133,578 mi

Comparison: 6 similar vehicles

Roseburg, OR

2016 Ford Fusion Energi SE Luxury

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

2016 Ford Fusion Energi SE Luxury

Florence, OR

UnscoredInsufficient · 3
$11,245115,395 mi

Comparison: 3 similar vehicles

Florence, OR

2016 Kia Optima EX

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

2016 Kia Optima EX

Roseburg, OR

UnscoredLimited · 5
$11,80096,199 mi

Comparison: 5 similar vehicles

Roseburg, OR

2017 Audi A4 Premium

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

2017 Audi A4 Premium

Coos Bay, OR

UnscoredLimited · 6
$11,999114,363 mi

Comparison: 6 similar vehicles

Coos Bay, OR

2014 Honda Civic LX

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

2014 Honda Civic LX

Coos Bay, OR

UnscoredModerate · 27
$11,999128,000 mi

Comparison: 27 similar vehicles

Coos Bay, OR

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Roseburg, OR

UnscoredModerate · 38
$11,999171,410 mi

Comparison: 38 similar vehicles

Roseburg, OR

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Roseburg, OR

UnscoredInsufficient · 0
$12,75080,113 mi

Roseburg, OR

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Coos Bay, OR

UnscoredLimited · 8
$12,98180,255 mi

Comparison: 8 similar vehicles

Coos Bay, OR

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Roseburg, OR

UnscoredLimited · 9
$12,98798,949 mi

Comparison: 9 similar vehicles

Roseburg, OR

2016 Volkswagen Jetta S

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

2016 Volkswagen Jetta S

Coos Bay, OR

UnscoredLimited · 6
$12,999113,660 mi

Comparison: 6 similar vehicles

Coos Bay, OR

2014 Audi A4 Premium

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

2014 Audi A4 Premium

Roseburg, OR

UnscoredInsufficient · 4
$12,99976,966 mi

Comparison: 4 similar vehicles

Roseburg, OR

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

North Bend, OR

Fair PriceModerate · 24
$13,99985,027 mi

Market: $7,995 – $16,672

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

North Bend, OR

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Roseburg, OR

Fair PriceModerate · 23
$14,24560,629 mi

Market: $7,800 – $17,195

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Roseburg, OR

2013 Toyota Camry XLE

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

2013 Toyota Camry XLE

Roseburg, OR

UnscoredInsufficient · 3
$14,750117,308 mi

Comparison: 3 similar vehicles

Roseburg, OR

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Coos Bay, OR

UnscoredLimited · 6
$14,981101,466 mi

Comparison: 6 similar vehicles

Coos Bay, OR

2013 Audi S4 Premium Plus

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

2013 Audi S4 Premium Plus

Coos Bay, OR

UnscoredInsufficient · 0
$14,981110,528 mi

Coos Bay, OR

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Coos Bay, OR

UnscoredInsufficient · 0
$14,99984,859 mi

Coos Bay, OR

2018 Chevrolet Impala Premier

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

2018 Chevrolet Impala Premier

Roseburg, OR

UnscoredInsufficient · 3
$14,99994,076 mi

Comparison: 3 similar vehicles

Roseburg, OR

2017 Toyota Camry LE

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

2017 Toyota Camry LE

Roseburg, OR

UnscoredLimited · 13
$14,999132,127 mi

Comparison: 13 similar vehicles

Roseburg, OR

2013 Dodge Charger SXT

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

2013 Dodge Charger SXT

Coos Bay, OR

UnscoredInsufficient · 0
$14,999126,794 mi

Coos Bay, OR

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Roseburg, OR

Fair PriceLimited · 11
$15,24064,582 mi

Market: $8,995 – $18,367

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Roseburg, OR

2016 Honda Civic EX

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

2016 Honda Civic EX

Roseburg, OR

UnscoredLimited · 14
$15,249125,925 mi

Comparison: 14 similar vehicles

Roseburg, OR

2015 Subaru Legacy 2.5i Limited

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

2015 Subaru Legacy 2.5i Limited

Roseburg, OR

UnscoredLimited · 5
$15,75065,746 mi

Comparison: 5 similar vehicles

Roseburg, OR

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Roseburg, OR

UnscoredInsufficient · 0
$15,99958,916 mi

Roseburg, OR

2016 Mercedes-Benz E-Class E350 Sport

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

2016 Mercedes-Benz E-Class E350 Sport

Coos Bay, OR

UnscoredInsufficient · 3
$15,99989,259 mi

Comparison: 3 similar vehicles

Coos Bay, OR

2015 Toyota Corolla LE Plus

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

2015 Toyota Corolla LE Plus

Roseburg, OR

UnscoredInsufficient · 0
$15,99979,021 mi

Roseburg, OR

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.