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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

6.1M+

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

148 listings found

1999 Honda Civic EX

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

1999 Honda Civic EX

Lynnwood, WA

UnscoredInsufficient · 0
$2,499244,421 mi

Lynnwood, WA

1995 Honda Accord

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

1995 Honda Accord

Lynnwood, WA

UnscoredInsufficient · 0
$2,499249,892 mi

Lynnwood, WA

2006 Honda CR-V EX

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

2006 Honda CR-V EX

Lynnwood, WA

UnscoredLimited · 18
$2,995303,956 mi

Comparison: 18 similar vehicles

Lynnwood, WA

2008 Honda Civic LX

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

2008 Honda Civic LX

Lynnwood, WA

UnscoredLimited · 5
$2,999162,236 mi

Comparison: 5 similar vehicles

Lynnwood, WA

2001 Honda Accord EX

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

2001 Honda Accord EX

Lynnwood, WA

UnscoredInsufficient · 0
$3,999227,385 mi

Lynnwood, WA

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Lynnwood, WA

UnscoredLimited · 7
$4,195284,400 mi

Comparison: 7 similar vehicles

Lynnwood, WA

2010 Honda Pilot EX-L

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

2010 Honda Pilot EX-L

Lynnwood, WA

UnscoredInsufficient · 3
$4,695269,916 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2006 Honda Civic EX

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

2006 Honda Civic EX

Lynnwood, WA

UnscoredInsufficient · 3
$4,795224,988 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Lynnwood, WA

UnscoredLimited · 7
$4,888213,236 mi

Comparison: 7 similar vehicles

Lynnwood, WA

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Lynnwood, WA

UnscoredInsufficient · 3
$4,995205,584 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2002 Honda CR-V EX

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

2002 Honda CR-V EX

Lynnwood, WA

UnscoredLimited · 6
$4,995232,667 mi

Comparison: 6 similar vehicles

Lynnwood, WA

2011 Honda Fit Sport

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

2011 Honda Fit Sport

Lynnwood, WA

UnscoredLimited · 6
$4,999202,304 mi

Comparison: 6 similar vehicles

Lynnwood, WA

2009 Honda CR-V LX

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

2009 Honda CR-V LX

Lynnwood, WA

UnscoredInsufficient · 0
$4,999210,480 mi

Lynnwood, WA

2007 Honda Civic HYBRID

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

2007 Honda Civic HYBRID

Lynnwood, WA

UnscoredLimited · 5
$4,999162,848 mi

Comparison: 5 similar vehicles

Lynnwood, WA

2005 Honda Accord EX

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

2005 Honda Accord EX

Lynnwood, WA

UnscoredLimited · 7
$4,999116,533 mi

Comparison: 7 similar vehicles

Lynnwood, WA

2003 Honda Element EX

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

2003 Honda Element EX

Lynnwood, WA

UnscoredLimited · 7
$4,999230,575 mi

Comparison: 7 similar vehicles

Lynnwood, WA

1999 Honda Accord LX

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

1999 Honda Accord LX

Lynnwood, WA

UnscoredInsufficient · 0
$4,999242,389 mi

Lynnwood, WA

1998 Honda CR-V

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

1998 Honda CR-V

Lynnwood, WA

UnscoredInsufficient · 0
$5,499204,127 mi

Lynnwood, WA

2002 Honda CR-V EX

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

2002 Honda CR-V EX

Lynnwood, WA

UnscoredLimited · 6
$5,777301,217 mi

Comparison: 6 similar vehicles

Lynnwood, WA

2011 Honda Accord SE

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

2011 Honda Accord SE

Lynnwood, WA

UnscoredInsufficient · 0
$5,995200,049 mi

Lynnwood, WA

2014 Honda Civic LX

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

2014 Honda Civic LX

Lynnwood, WA

UnscoredLimited · 6
$5,999196,414 mi

Comparison: 6 similar vehicles

Lynnwood, WA

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Lynnwood, WA

UnscoredLimited · 8
$5,999168,412 mi

Comparison: 8 similar vehicles

Lynnwood, WA

1998 Honda Accord EX

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

1998 Honda Accord EX

Lynnwood, WA

UnscoredInsufficient · 4
$5,999166,470 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2008 Honda Accord EX

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

2008 Honda Accord EX

Lynnwood, WA

UnscoredInsufficient · 4
$6,499190,448 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2004 Honda Element EX

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

2004 Honda Element EX

Lynnwood, WA

UnscoredInsufficient · 4
$6,995152,581 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Lynnwood, WA

UnscoredLimited · 8
$6,997167,863 mi

Comparison: 8 similar vehicles

Lynnwood, WA

2007 Honda Civic HYBRID

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

2007 Honda Civic HYBRID

Lynnwood, WA

UnscoredLimited · 5
$6,99797,032 mi

Comparison: 5 similar vehicles

Lynnwood, WA

2003 Honda Element EX

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

2003 Honda Element EX

Lynnwood, WA

UnscoredInsufficient · 3
$6,997151,383 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2011 Honda Fit Base

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

2011 Honda Fit Base

Lynnwood, WA

UnscoredInsufficient · 4
$6,999167,592 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2005 Honda Civic Si

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

2005 Honda Civic Si

Lynnwood, WA

UnscoredInsufficient · 0
$7,491176,466 mi

Lynnwood, WA

2005 Honda Civic LX

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

2005 Honda Civic LX

Lynnwood, WA

UnscoredInsufficient · 4
$7,499113,956 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2011 Honda Fit Sport

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

2011 Honda Fit Sport

Lynnwood, WA

UnscoredInsufficient · 3
$7,798119,552 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2013 Honda Civic LX

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

2013 Honda Civic LX

Lynnwood, WA

UnscoredLimited · 11
$7,995172,908 mi

Comparison: 11 similar vehicles

Lynnwood, WA

2010 Honda Pilot EX-L

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

2010 Honda Pilot EX-L

Lynnwood, WA

UnscoredInsufficient · 4
$7,995197,864 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Lynnwood, WA

UnscoredInsufficient · 3
$7,999133,119 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2005 Honda Odyssey EX

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

2005 Honda Odyssey EX

Lynnwood, WA

UnscoredInsufficient · 4
$7,999168,696 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Lynnwood, WA

UnscoredLimited · 6
$8,195198,492 mi

Comparison: 6 similar vehicles

Lynnwood, WA

2010 Honda Fit Base

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

2010 Honda Fit Base

Lynnwood, WA

UnscoredLimited · 5
$8,495136,136 mi

Comparison: 5 similar vehicles

Lynnwood, WA

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Lynnwood, WA

UnscoredInsufficient · 3
$8,700115,612 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2012 Honda CR-V LX

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

2012 Honda CR-V LX

Lynnwood, WA

UnscoredInsufficient · 3
$8,995173,071 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2011 Honda Accord LX

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

2011 Honda Accord LX

Lynnwood, WA

UnscoredInsufficient · 0
$8,995138,158 mi

Lynnwood, WA

2013 Honda Civic LX

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

2013 Honda Civic LX

Lynnwood, WA

Fair PriceLimited · 11
$8,997104,885 mi

Market: $7,000 – $10,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Lynnwood, WA

2012 Honda Civic LX

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

2012 Honda Civic LX

Lynnwood, WA

UnscoredModerate · 23
$8,998163,709 mi

Comparison: 23 similar vehicles

Lynnwood, WA

2013 Honda Accord Sport

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

2013 Honda Accord Sport

Lynnwood, WA

UnscoredLimited · 5
$8,999154,814 mi

Comparison: 5 similar vehicles

Lynnwood, WA

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

Lynnwood, WA

UnscoredModerate · 20
$8,999187,974 mi

Comparison: 20 similar vehicles

Lynnwood, WA

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Lynnwood, WA

UnscoredInsufficient · 4
$8,999150,257 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Lynnwood, WA

UnscoredInsufficient · 3
$9,750130,538 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Lynnwood, WA

UnscoredLimited · 5
$9,79774,936 mi

Comparison: 5 similar vehicles

Lynnwood, WA

2010 Honda Fit Sport

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

2010 Honda Fit Sport

Lynnwood, WA

UnscoredInsufficient · 0
$9,90086,418 mi

Lynnwood, WA

2012 Honda Civic LX

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

2012 Honda Civic LX

Lynnwood, WA

Fair PriceModerate · 23
$9,93893,769 mi

Market: $4,700 – $11,200

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Lynnwood, WA

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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