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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

55 listings found

2001 Acura CL Type S

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

2001 Acura CL Type S

Tacoma, WA

Salvage title
$2,800217,794 mi

Tacoma, WA

2005 Acura MDX Touring Package

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

2005 Acura MDX Touring Package

Tacoma, WA

UnscoredInsufficient · 3
$2,895215,000 mi

Comparison: 3 similar vehicles

Tacoma, WA

2006 Acura TSX Base

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

2006 Acura TSX Base

Tacoma, WA

Salvage title
$2,900218,985 mi

Tacoma, WA

2007 Acura MDX Technology & Entertainment Package

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

2007 Acura MDX Technology & Entertainment Package

Tacoma, WA

UnscoredInsufficient · 3
$2,999251,218 mi

Comparison: 3 similar vehicles

Tacoma, WA

2008 Acura MDX Technology Package

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

2008 Acura MDX Technology Package

Tacoma, WA

UnscoredInsufficient · 3
$3,395220,000 mi

Comparison: 3 similar vehicles

Tacoma, WA

2008 Acura RDX Base

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

2008 Acura RDX Base

Tacoma, WA

Salvage title
$3,500187,769 mi

Tacoma, WA

2009 Acura MDX Base

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

2009 Acura MDX Base

Tacoma, WA

UnscoredInsufficient · 4
$3,750155,000 mi

Comparison: 4 similar vehicles

Tacoma, WA

2009 Acura MDX Base

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

2009 Acura MDX Base

Tacoma, WA

UnscoredInsufficient · 4
$3,800204,232 mi

Comparison: 4 similar vehicles

Tacoma, WA

2007 Acura RDX Base

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

2007 Acura RDX Base

Tacoma, WA

UnscoredInsufficient · 4
$3,997198,836 mi

Comparison: 4 similar vehicles

Tacoma, WA

2012 Acura RDX Technology Package

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

2012 Acura RDX Technology Package

Tacoma, WA

UnscoredInsufficient · 0
$4,800179,818 mi

Tacoma, WA

2008 Acura MDX Base

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

2008 Acura MDX Base

Tacoma, WA

UnscoredLimited · 5
$4,800182,754 mi

Comparison: 5 similar vehicles

Tacoma, WA

2003 Acura MDX Touring Package

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

2003 Acura MDX Touring Package

Tacoma, WA

UnscoredInsufficient · 4
$4,988228,469 mi

Comparison: 4 similar vehicles

Tacoma, WA

2008 Acura MDX Technology Package

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

2008 Acura MDX Technology Package

Tacoma, WA

UnscoredInsufficient · 3
$5,900223,000 mi

Comparison: 3 similar vehicles

Tacoma, WA

2007 Acura MDX Base

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

2007 Acura MDX Base

Tacoma, WA

UnscoredInsufficient · 4
$5,900229,882 mi

Comparison: 4 similar vehicles

Tacoma, WA

2007 Acura RDX Base

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

2007 Acura RDX Base

Tacoma, WA

UnscoredInsufficient · 4
$5,990118,916 mi

Comparison: 4 similar vehicles

Tacoma, WA

2010 Acura TL Base

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

2010 Acura TL Base

Tacoma, WA

UnscoredInsufficient · 0
$5,999196,596 mi

Tacoma, WA

2011 Acura MDX Technology Package

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

2011 Acura MDX Technology Package

Tacoma, WA

UnscoredInsufficient · 3
$6,995158,000 mi

Comparison: 3 similar vehicles

Tacoma, WA

2010 Acura TL Technology Package

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

2010 Acura TL Technology Package

Tacoma, WA

UnscoredInsufficient · 4
$7,490161,957 mi

Comparison: 4 similar vehicles

Tacoma, WA

2009 Acura TL Base

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

2009 Acura TL Base

Tacoma, WA

UnscoredInsufficient · 0
$7,600159,520 mi

Tacoma, WA

2016 Acura TLX Advance Package

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

2016 Acura TLX Advance Package

Tacoma, WA

UnscoredInsufficient · 0
$7,900194,000 mi

Tacoma, WA

2010 Acura TSX

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

2010 Acura TSX

Tacoma, WA

UnscoredInsufficient · 0
$8,400131,572 mi

Tacoma, WA

2014 Acura RDX Base

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

2014 Acura RDX Base

Tacoma, WA

Salvage title
$8,495136,001 mi

Tacoma, WA

2009 Acura TSX Base

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

2009 Acura TSX Base

Tacoma, WA

UnscoredInsufficient · 3
$8,699142,314 mi

Comparison: 3 similar vehicles

Tacoma, WA

2013 Acura TL Advance Package

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

2013 Acura TL Advance Package

Tacoma, WA

Salvage title
$8,800122,020 mi

Tacoma, WA

2017 Acura ILX Base

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

2017 Acura ILX Base

Tacoma, WA

UnscoredInsufficient · 0
$8,900150,947 mi

Tacoma, WA

2012 Acura TSX Technology Package

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

2012 Acura TSX Technology Package

Tacoma, WA

UnscoredInsufficient · 0
$9,000147,905 mi

Tacoma, WA

2013 Acura TSX Base

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

2013 Acura TSX Base

Tacoma, WA

Salvage title
$9,500101,301 mi

Tacoma, WA

2009 Acura TSX Base

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

2009 Acura TSX Base

Tacoma, WA

UnscoredInsufficient · 3
$9,999133,366 mi

Comparison: 3 similar vehicles

Tacoma, WA

2015 Acura RDX Base

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

2015 Acura RDX Base

Tacoma, WA

UnscoredLimited · 5
$10,995133,750 mi

Comparison: 5 similar vehicles

Tacoma, WA

2012 Acura TL Technology Package

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

2012 Acura TL Technology Package

Tacoma, WA

UnscoredLimited · 10
$11,761121,544 mi

Comparison: 10 similar vehicles

Tacoma, WA

2014 Acura MDX Base

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

2014 Acura MDX Base

Tacoma, WA

UnscoredInsufficient · 0
$12,1991,234 mi

Tacoma, WA

2019 Acura MDX Technology Package

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

2019 Acura MDX Technology Package

Tacoma, WA

UnscoredLimited · 5
$13,900277,894 mi

Comparison: 5 similar vehicles

Tacoma, WA

2012 Acura MDX Advance Package

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

2012 Acura MDX Advance Package

Tacoma, WA

UnscoredInsufficient · 0
$15,15097,393 mi

Tacoma, WA

2015 Acura MDX Advance and Entertainment Package

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

2015 Acura MDX Advance and Entertainment Package

Tacoma, WA

Salvage title
$16,49585,255 mi

Tacoma, WA

2014 Acura RDX Base

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

2014 Acura RDX Base

Tacoma, WA

UnscoredLimited · 5
$17,55972,674 mi

Comparison: 5 similar vehicles

Tacoma, WA

2016 Acura MDX Base

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

2016 Acura MDX Base

Tacoma, WA

UnscoredLimited · 6
$18,990114,312 mi

Comparison: 6 similar vehicles

Tacoma, WA

2023 Acura Integra A-Spec with Tech Package

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

2023 Acura Integra A-Spec with Tech Package

Tacoma, WA

Salvage title
$19,80080,938 mi

Tacoma, WA

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

Tacoma, WA

UnscoredLimited · 8
$19,99961,618 mi

Comparison: 8 similar vehicles

Tacoma, WA

2016 Acura TLX SH-AWD Tech

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

2016 Acura TLX SH-AWD Tech

Tacoma, WA

UnscoredInsufficient · 0
$20,000104,957 mi

Tacoma, WA

2015 Acura TLX Technology Package

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

2015 Acura TLX Technology Package

Tacoma, WA

Fair PriceLimited · 17
$20,48868,015 mi

Market: $9,995 – $20,777

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Tacoma, WA

2015 Acura TLX V6 Elite

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

2015 Acura TLX V6 Elite

Tacoma, WA

UnscoredInsufficient · 0
$21,00071,271 mi

Tacoma, WA

2019 Acura RDX Technology Package

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

2019 Acura RDX Technology Package

Tacoma, WA

Fair PriceLimited · 13
$21,500102,160 mi

Market: $20,080 – $26,397

Comparison: 13 similar vehicles

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

Tacoma, WA

2017 Acura TLX Technology Package

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

2017 Acura TLX Technology Package

Tacoma, WA

UnscoredInsufficient · 0
$22,99558,589 mi

Tacoma, WA

2019 Acura RDX Technology Package

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

2019 Acura RDX Technology Package

Tacoma, WA

OverpricedLimited · 12
$26,39761,398 mi

Market: $20,080 – $25,199

Comparison: 12 similar vehicles

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

Tacoma, WA

2020 Acura RDX A-Spec Package

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

2020 Acura RDX A-Spec Package

Tacoma, WA

UnscoredLimited · 8
$26,80088,950 mi

Comparison: 8 similar vehicles

Tacoma, WA

2020 Acura TLX Technology Package

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

2020 Acura TLX Technology Package

Tacoma, WA

UnscoredInsufficient · 0
$26,98734,088 mi

Tacoma, WA

2019 Acura RDX Technology Package

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

2019 Acura RDX Technology Package

Tacoma, WA

UnscoredInsufficient · 0
$28,19543,821 mi

Tacoma, WA

2020 Acura TLX SH-AWD Elite A-Spec

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

2020 Acura TLX SH-AWD Elite A-Spec

Tacoma, WA

UnscoredInsufficient · 0
$31,98849,500 mi

Tacoma, WA

2021 Acura TLX A-SPEC Package

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

2021 Acura TLX A-SPEC Package

Tacoma, WA

UnscoredInsufficient · 0
$34,19044,540 mi

Tacoma, WA

2023 Acura MDX A-Spec Package

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

2023 Acura MDX A-Spec Package

Tacoma, WA

UnscoredInsufficient · 0
$38,98769,670 mi

Tacoma, 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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