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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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 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

182 listings found

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Bloomfield, CT

UnscoredLimited · 6
$2,500176,493 mi

Comparison: 6 similar vehicles

Bloomfield, CT

2007 Acura TSX Base

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

2007 Acura TSX Base

Bloomfield, CT

UnscoredInsufficient · 0
$3,800169,728 mi

Bloomfield, CT

2006 Honda Accord 3.0 LX

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

2006 Honda Accord 3.0 LX

Bloomfield, CT

UnscoredInsufficient · 0
$3,800124,415 mi

Bloomfield, CT

2011 Nissan Maxima S

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

2011 Nissan Maxima S

Bloomfield, CT

UnscoredInsufficient · 0
$3,899169,521 mi

Bloomfield, CT

2008 Subaru Impreza 2.5i

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

2008 Subaru Impreza 2.5i

Bloomfield, CT

UnscoredInsufficient · 3
$4,900122,851 mi

Comparison: 3 similar vehicles

Bloomfield, CT

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Bloomfield, CT

UnscoredLimited · 11
$4,999147,000 mi

Comparison: 11 similar vehicles

Bloomfield, CT

2014 Honda Accord EX-L V-6

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

2014 Honda Accord EX-L V-6

Bloomfield, CT

UnscoredLimited · 5
$5,200190,152 mi

Comparison: 5 similar vehicles

Bloomfield, CT

2015 Subaru Impreza 2.0I

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

2015 Subaru Impreza 2.0I

Bloomfield, CT

UnscoredLimited · 9
$5,999150,000 mi

Comparison: 9 similar vehicles

Bloomfield, CT

2014 BMW 3 Series 335i

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

2014 BMW 3 Series 335i

Bloomfield, CT

UnscoredLimited · 5
$6,500169,400 mi

Comparison: 5 similar vehicles

Bloomfield, CT

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Bloomfield, CT

UnscoredLimited · 12
$6,899124,000 mi

Comparison: 12 similar vehicles

Bloomfield, CT

2015 INFINITI Q40 Base

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

2015 INFINITI Q40 Base

Bloomfield, CT

UnscoredLimited · 5
$6,990167,072 mi

Comparison: 5 similar vehicles

Bloomfield, CT

2015 Kia Forte LX

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

2015 Kia Forte LX

Bloomfield, CT

Fair PriceModerate · 32
$6,99098,860 mi

Market: $3,995 – $9,995

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Bloomfield, CT

1999 Ford Mustang Base

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

1999 Ford Mustang Base

Bloomfield, CT

UnscoredInsufficient · 0
$6,99059,410 mi

Bloomfield, CT

2014 Buick Enclave Premium

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

2014 Buick Enclave Premium

Bloomfield, CT

UnscoredLimited · 11
$6,999144,000 mi

Comparison: 11 similar vehicles

Bloomfield, CT

1997 Jeep Wrangler / TJ

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

1997 Jeep Wrangler / TJ

Bloomfield, CT

UnscoredInsufficient · 0
$7,400150,000 mi

Bloomfield, CT

2016 Scion iA Base

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

2016 Scion iA Base

Bloomfield, CT

UnscoredLimited · 15
$7,990148,650 mi

Comparison: 15 similar vehicles

Bloomfield, CT

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

Bloomfield, CT

UnscoredLimited · 15
$7,990157,467 mi

Comparison: 15 similar vehicles

Bloomfield, CT

2014 Subaru Legacy 2.5i Limited

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

2014 Subaru Legacy 2.5i Limited

Bloomfield, CT

Fair PriceLimited · 11
$8,399107,000 mi

Market: $3,300 – $10,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Bloomfield, CT

2014 Scion tC Base

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

2014 Scion tC Base

Bloomfield, CT

UnscoredLimited · 10
$8,790132,762 mi

Comparison: 10 similar vehicles

Bloomfield, CT

2013 Mercedes-Benz C-Class C300 Luxury

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

2013 Mercedes-Benz C-Class C300 Luxury

Bloomfield, CT

Fair PriceModerate · 26
$8,800105,000 mi

Market: $4,550 – $13,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Bloomfield, CT

2013 Honda Odyssey EX-L

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

2013 Honda Odyssey EX-L

Bloomfield, CT

UnscoredLimited · 5
$8,890148,960 mi

Comparison: 5 similar vehicles

Bloomfield, CT

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Bloomfield, CT

Fair PriceLimited · 12
$8,99097,370 mi

Market: $7,485 – $11,599

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Bloomfield, CT

2017 Volkswagen Tiguan S

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

2017 Volkswagen Tiguan S

Bloomfield, CT

UnscoredLimited · 8
$8,99094,476 mi

Comparison: 8 similar vehicles

Bloomfield, CT

2016 Ford Escape SE

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

2016 Ford Escape SE

Bloomfield, CT

UnscoredLimited · 9
$8,990120,818 mi

Comparison: 9 similar vehicles

Bloomfield, CT

2016 BMW 3 Series 328i

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

2016 BMW 3 Series 328i

Bloomfield, CT

UnscoredLimited · 18
$8,990154,981 mi

Comparison: 18 similar vehicles

Bloomfield, CT

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Bloomfield, CT

Fair PriceLimited · 12
$8,999117,000 mi

Market: $9,399 – $13,890

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 117 days listed (based on current market benchmarks)

Bloomfield, CT

2016 Jeep Grand Cherokee Laredo E

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

2016 Jeep Grand Cherokee Laredo E

Bloomfield, CT

UnscoredRobust · 65
$8,999122,000 mi

Comparison: 65 similar vehicles

Bloomfield, CT

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Bloomfield, CT

UnscoredLimited · 7
$8,999123,040 mi

Comparison: 7 similar vehicles

Bloomfield, CT

2015 Acura RDX Base

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

2015 Acura RDX Base

Bloomfield, CT

UnscoredLimited · 12
$8,999151,000 mi

Comparison: 12 similar vehicles

Bloomfield, CT

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Bloomfield, CT

Fair PriceLimited · 12
$9,399114,000 mi

Market: $8,999 – $13,890

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Bloomfield, CT

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

Bloomfield, CT

UnscoredLimited · 6
$9,694154,682 mi

Comparison: 6 similar vehicles

Bloomfield, CT

2014 Honda CR-V EX

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

2014 Honda CR-V EX

Bloomfield, CT

UnscoredLimited · 19
$9,800148,000 mi

Comparison: 19 similar vehicles

Bloomfield, CT

2016 Honda Civic LX

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

2016 Honda Civic LX

Bloomfield, CT

UnscoredLimited · 18
$9,890169,595 mi

Comparison: 18 similar vehicles

Bloomfield, CT

2016 Toyota Prius Two

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

2016 Toyota Prius Two

Bloomfield, CT

UnscoredLimited · 7
$9,990179,281 mi

Comparison: 7 similar vehicles

Bloomfield, CT

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Bloomfield, CT

UnscoredLimited · 7
$9,990133,421 mi

Comparison: 7 similar vehicles

Bloomfield, CT

2014 BMW X3 xDrive35i

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

2014 BMW X3 xDrive35i

Bloomfield, CT

Fair PriceLimited · 15
$9,99095,687 mi

Market: $6,800 – $12,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 229 days listed (based on current market benchmarks)

Bloomfield, CT

2016 Acura MDX Technology Package

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

2016 Acura MDX Technology Package

Bloomfield, CT

UnscoredLimited · 6
$10,890174,441 mi

Comparison: 6 similar vehicles

Bloomfield, CT

2018 Honda Civic LX

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

2018 Honda Civic LX

Bloomfield, CT

UnscoredLimited · 16
$10,990162,074 mi

Comparison: 16 similar vehicles

Bloomfield, CT

2016 Honda Civic LX

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

2016 Honda Civic LX

Bloomfield, CT

UnscoredLimited · 18
$10,990167,250 mi

Comparison: 18 similar vehicles

Bloomfield, CT

2016 Acura MDX Technology Package

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

2016 Acura MDX Technology Package

Bloomfield, CT

UnscoredLimited · 6
$10,990171,305 mi

Comparison: 6 similar vehicles

Bloomfield, CT

2013 Honda CR-V EX

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

2013 Honda CR-V EX

Bloomfield, CT

UnscoredLimited · 13
$10,990147,426 mi

Comparison: 13 similar vehicles

Bloomfield, CT

2016 Acura RDX Technology Package

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

2016 Acura RDX Technology Package

Bloomfield, CT

UnscoredLimited · 10
$11,790159,950 mi

Comparison: 10 similar vehicles

Bloomfield, CT

2016 Honda Civic LX

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

2016 Honda Civic LX

Bloomfield, CT

UnscoredLimited · 18
$11,890157,008 mi

Comparison: 18 similar vehicles

Bloomfield, CT

2014 Acura RDX Technology Package

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

2014 Acura RDX Technology Package

Bloomfield, CT

UnscoredInsufficient · 4
$11,890103,366 mi

Comparison: 4 similar vehicles

Bloomfield, CT

2016 Honda Civic LX

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

2016 Honda Civic LX

Bloomfield, CT

UnscoredLimited · 18
$11,900157,477 mi

Comparison: 18 similar vehicles

Bloomfield, CT

2020 Volkswagen Tiguan SE

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

2020 Volkswagen Tiguan SE

Bloomfield, CT

Fair PriceLimited · 19
$11,990106,335 mi

Market: $8,732 – $17,700

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Bloomfield, CT

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Bloomfield, CT

Fair PriceLimited · 11
$11,99090,063 mi

Market: $11,501 – $16,786

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 176 days listed (based on current market benchmarks)

Bloomfield, CT

2016 Honda Accord LX

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

2016 Honda Accord LX

Bloomfield, CT

UnscoredLimited · 9
$11,990123,951 mi

Comparison: 9 similar vehicles

Bloomfield, CT

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Bloomfield, CT

UnscoredModerate · 22
$11,990166,410 mi

Comparison: 22 similar vehicles

Bloomfield, CT

2016 BMW X5 xDrive35i

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

2016 BMW X5 xDrive35i

Bloomfield, CT

Fair PriceLimited · 12
$11,990117,378 mi

Market: $10,495 – $20,298

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Bloomfield, CT

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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