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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

28 listings found

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Fountain Inn, SC

UnscoredLimited · 5
$4,094222,146 mi

Comparison: 5 similar vehicles

Fountain Inn, SC

2012 Dodge Charger R/T

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

2012 Dodge Charger R/T

Fountain Inn, SC

UnscoredInsufficient · 3
$5,000228,629 mi

Comparison: 3 similar vehicles

Fountain Inn, SC

2013 Toyota Prius c One

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

2013 Toyota Prius c One

Fountain Inn, SC

UnscoredInsufficient · 4
$7,599143,947 mi

Comparison: 4 similar vehicles

Fountain Inn, SC

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Fountain Inn, SC

UnscoredInsufficient · 3
$7,599154,107 mi

Comparison: 3 similar vehicles

Fountain Inn, SC

2006 Ford F-150 Lariat

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

2006 Ford F-150 Lariat

Fountain Inn, SC

UnscoredInsufficient · 3
$7,950136,709 mi

Comparison: 3 similar vehicles

Fountain Inn, SC

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Fountain Inn, SC

UnscoredInsufficient · 3
$8,999204,872 mi

Comparison: 3 similar vehicles

Fountain Inn, SC

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Fountain Inn, SC

UnscoredInsufficient · 4
$9,949135,430 mi

Comparison: 4 similar vehicles

Fountain Inn, SC

2018 RAM 1500 Pickup SLT

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

2018 RAM 1500 Pickup SLT

Fountain Inn, SC

UnscoredLimited · 7
$9,999191,112 mi

Comparison: 7 similar vehicles

Fountain Inn, SC

2014 Dodge Durango SXT Plus

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

2014 Dodge Durango SXT Plus

Fountain Inn, SC

UnscoredInsufficient · 3
$9,999134,382 mi

Comparison: 3 similar vehicles

Fountain Inn, SC

2017 Kia Sedona SX

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

2017 Kia Sedona SX

Fountain Inn, SC

UnscoredInsufficient · 0
$10,599134,287 mi

Fountain Inn, SC

2018 Volvo V60 Dynamic

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

2018 Volvo V60 Dynamic

Fountain Inn, SC

UnscoredInsufficient · 0
$10,94988,175 mi

Fountain Inn, SC

2015 Audi A4 Premium Plus

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

2015 Audi A4 Premium Plus

Fountain Inn, SC

Fair PriceModerate · 34
$10,949103,691 mi

Market: $6,999 – $12,799

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Fountain Inn, SC

2015 Nissan Armada Platinum

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

2015 Nissan Armada Platinum

Fountain Inn, SC

UnscoredLimited · 17
$12,094153,884 mi

Comparison: 17 similar vehicles

Fountain Inn, SC

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Fountain Inn, SC

Fair PriceModerate · 33
$12,850111,066 mi

Market: $7,389 – $20,298

Comparison: 33 similar vehicles

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

Fountain Inn, SC

2017 Honda Accord EX

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

2017 Honda Accord EX

Fountain Inn, SC

UnscoredModerate · 23
$12,949145,567 mi

Comparison: 23 similar vehicles

Fountain Inn, SC

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Fountain Inn, SC

UnscoredModerate · 32
$13,949146,227 mi

Comparison: 32 similar vehicles

Fountain Inn, SC

2017 Mazda CX-5 Grand Touring

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

2017 Mazda CX-5 Grand Touring

Fountain Inn, SC

UnscoredInsufficient · 3
$14,094133,408 mi

Comparison: 3 similar vehicles

Fountain Inn, SC

2013 Lexus RX 350

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

2013 Lexus RX 350

Fountain Inn, SC

UnscoredLimited · 8
$14,094117,514 mi

Comparison: 8 similar vehicles

Fountain Inn, SC

2019 Lincoln MKT Reserve

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

2019 Lincoln MKT Reserve

Fountain Inn, SC

UnscoredInsufficient · 4
$14,94994,894 mi

Comparison: 4 similar vehicles

Fountain Inn, SC

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Fountain Inn, SC

Fair PriceRobust · 111
$15,094107,491 mi

Market: $7,995 – $20,799

Comparison: 111 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Fountain Inn, SC

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Fountain Inn, SC

UnscoredInsufficient · 0
$15,59954,913 mi

Fountain Inn, SC

2016 Acura MDX Advance and Entertainment Package

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

2016 Acura MDX Advance and Entertainment Package

Fountain Inn, SC

UnscoredInsufficient · 0
$15,949128,827 mi

Fountain Inn, SC

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Fountain Inn, SC

UnscoredInsufficient · 4
$17,59986,785 mi

Comparison: 4 similar vehicles

Fountain Inn, SC

2016 Ford F-250 Super Duty Lariat

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

2016 Ford F-250 Super Duty Lariat

Fountain Inn, SC

UnscoredInsufficient · 4
$18,949162,881 mi

Comparison: 4 similar vehicles

Fountain Inn, SC

2017 Nissan Titan Platinum Reserve

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

2017 Nissan Titan Platinum Reserve

Fountain Inn, SC

UnscoredLimited · 19
$19,949132,751 mi

Comparison: 19 similar vehicles

Fountain Inn, SC

2019 Toyota Highlander Limited Platinum

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

2019 Toyota Highlander Limited Platinum

Fountain Inn, SC

Fair PriceRobust · 77
$20,900118,194 mi

Market: $19,999 – $33,604

Comparison: 77 similar vehicles

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

Fountain Inn, SC

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Fountain Inn, SC

UnscoredLimited · 7
$21,94997,894 mi

Comparison: 7 similar vehicles

Fountain Inn, SC

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Fountain Inn, SC

UnscoredLimited · 7
$22,89977,211 mi

Comparison: 7 similar vehicles

Fountain Inn, SC

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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