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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 · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

286 listings found

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Rockford, MI

Unscored
$5,518152,629 mi

Comparison: 6 similar vehicles

Rockford, MI

2013 Ford Escape SE

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

2013 Ford Escape SE

Rockford, MI

UnscoredInsufficient · 3
$5,598146,646 mi

Comparison: 3 similar vehicles

Rockford, MI

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

Rockford, MI

Unscored
$5,998217,137 mi

Comparison: 25 similar vehicles

Rockford, MI

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Rockford, MI

Unscored
$6,113200,800 mi

Comparison: 38 similar vehicles

Rockford, MI

2013 Ford Flex Limited

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

2013 Ford Flex Limited

Rockford, MI

Unscored
$6,990181,483 mi

Comparison: 11 similar vehicles

Rockford, MI

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Rockford, MI

Unscored
$7,489217,790 mi

Comparison: 5 similar vehicles

Rockford, MI

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Rockford, MI

Unscored
$7,95989,580 mi

Comparison: 6 similar vehicles

Rockford, MI

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Rockford, MI

Unscored
$7,995197,236 mi

Comparison: 5 similar vehicles

Rockford, MI

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Rockford, MI

Unscored
$8,998120,396 mi

Comparison: 45 similar vehicles

Rockford, MI

2014 Chevrolet Impala 2LZ

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

2014 Chevrolet Impala 2LZ

Rockford, MI

Unscored
$8,998147,666 mi

Comparison: 33 similar vehicles

Rockford, MI

2015 Audi SQ5 Premium Plus

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

2015 Audi SQ5 Premium Plus

Rockford, MI

UnscoredInsufficient · 4
$9,998170,683 mi

Comparison: 4 similar vehicles

Rockford, MI

2017 Ford Edge SE

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

2017 Ford Edge SE

Rockford, MI

Fair PriceModerate · 42
$10,308110,232 mi

Market: $5,995 – $13,388

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Rockford, MI

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Rockford, MI

Unscored
$10,346164,547 mi

Comparison: 11 similar vehicles

Rockford, MI

2018 Buick Encore Sport Touring

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

2018 Buick Encore Sport Touring

Rockford, MI

Fair PriceLimited · 14
$10,506111,967 mi

Market: $9,700 – $12,273

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Rockford, MI

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Rockford, MI

UnscoredInsufficient · 3
$10,96693,260 mi

Comparison: 3 similar vehicles

Rockford, MI

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Rockford, MI

Unscored
$10,983125,888 mi

Comparison: 102 similar vehicles

Rockford, MI

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Rockford, MI

Unscored
$11,898110,001 mi

Comparison: 6 similar vehicles

Rockford, MI

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Rockford, MI

Great DealLimited · 13
$11,998101,502 mi

Market: $12,950 – $15,995

Comparison: 13 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 593 days listed (based on current market benchmarks)

Rockford, MI

2020 Ford Ecosport SES

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

2020 Ford Ecosport SES

Rockford, MI

Unscored
$12,08599,559 mi

Comparison: 5 similar vehicles

Rockford, MI

2022 Jeep Grand Cherokee WK Limited

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

2022 Jeep Grand Cherokee WK Limited

Rockford, MI

Unscored
$12,998198,744 mi

Comparison: 37 similar vehicles

Rockford, MI

2020 Kia Sorento LX

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

2020 Kia Sorento LX

Rockford, MI

Fair PriceRobust · 55
$12,99896,681 mi

Market: $6,995 – $19,208

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Rockford, MI

2018 Ford Explorer Platinum

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

2018 Ford Explorer Platinum

Rockford, MI

Unscored
$12,998161,507 mi

Comparison: 7 similar vehicles

Rockford, MI

2018 Buick Enclave Avenir

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

2018 Buick Enclave Avenir

Rockford, MI

Unscored
$12,998130,420 mi

Comparison: 42 similar vehicles

Rockford, MI

2019 Jeep Grand Cherokee Laredo E

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

2019 Jeep Grand Cherokee Laredo E

Rockford, MI

Fair PriceRobust · 86
$13,21490,126 mi

Market: $8,995 – $20,800

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Rockford, MI

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Rockford, MI

Unscored
$13,684171,852 mi

Comparison: 5 similar vehicles

Rockford, MI

2016 Jeep Wrangler Unlimited Sahara

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

2016 Jeep Wrangler Unlimited Sahara

Rockford, MI

Unscored
$13,814155,068 mi

Comparison: 7 similar vehicles

Rockford, MI

2020 Chevrolet Colorado LT

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

2020 Chevrolet Colorado LT

Rockford, MI

UnscoredInsufficient · 4
$13,998135,783 mi

Comparison: 4 similar vehicles

Rockford, MI

2012 GMC Sierra 2500HD SLT

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

2012 GMC Sierra 2500HD SLT

Rockford, MI

Unscored
$14,358273,000 mi

Comparison: 6 similar vehicles

Rockford, MI

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Rockford, MI

Unscored
$14,393194,285 mi

Comparison: 25 similar vehicles

Rockford, MI

2019 Subaru Forester Base

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

2019 Subaru Forester Base

Rockford, MI

Unscored
$14,814118,202 mi

Comparison: 5 similar vehicles

Rockford, MI

2015 Jeep Wrangler Unlimited Altitude

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

2015 Jeep Wrangler Unlimited Altitude

Rockford, MI

UnscoredInsufficient · 3
$14,929131,260 mi

Comparison: 3 similar vehicles

Rockford, MI

2020 Honda CR-V LX

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

2020 Honda CR-V LX

Rockford, MI

Unscored
$14,998150,511 mi

Comparison: 34 similar vehicles

Rockford, MI

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Rockford, MI

Fair PriceModerate · 21
$15,31470,453 mi

Market: $10,976 – $17,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Rockford, MI

2020 Ford Escape SE

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

2020 Ford Escape SE

Rockford, MI

Fair PriceLimited · 16
$15,99868,164 mi

Market: $12,495 – $16,314

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 213 days listed (based on current market benchmarks)

Rockford, MI

2018 GMC Sierra 1500 SLE

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

2018 GMC Sierra 1500 SLE

Rockford, MI

Unscored
$15,998131,124 mi

Comparison: 124 similar vehicles

Rockford, MI

2020 RAM ProMaster Cargo Van Base

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

2020 RAM ProMaster Cargo Van Base

Rockford, MI

Unscored
$16,188139,927 mi

Comparison: 10 similar vehicles

Rockford, MI

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

Rockford, MI

Unscored
$16,446103,911 mi

Comparison: 7 similar vehicles

Rockford, MI

2019 Chevrolet Blazer 2LT

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

2019 Chevrolet Blazer 2LT

Rockford, MI

Unscored
$16,83299,289 mi

Comparison: 9 similar vehicles

Rockford, MI

2019 Subaru Ascent Limited

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

2019 Subaru Ascent Limited

Rockford, MI

Fair PriceModerate · 23
$16,998116,804 mi

Market: $13,500 – $20,995

Comparison: 23 similar vehicles

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

Rockford, MI

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Rockford, MI

Unscored
$17,134104,212 mi

Comparison: 16 similar vehicles

Rockford, MI

2019 Ford Expedition Limited

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

2019 Ford Expedition Limited

Rockford, MI

Unscored
$17,244159,538 mi

Comparison: 90 similar vehicles

Rockford, MI

2021 Ford Edge SE

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

2021 Ford Edge SE

Rockford, MI

Fair PriceLimited · 17
$17,796100,081 mi

Market: $8,900 – $17,995

Comparison: 17 similar vehicles

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

Rockford, MI

2021 Jeep Cherokee Trailhawk

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

2021 Jeep Cherokee Trailhawk

Rockford, MI

Fair PriceModerate · 45
$17,99889,997 mi

Market: $14,780 – $27,275

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 451 days listed (based on current market benchmarks)

Rockford, MI

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Rockford, MI

Fair PriceRobust · 123
$18,61978,510 mi

Market: $7,990 – $29,477

Comparison: 123 similar vehicles

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

Rockford, MI

2019 Jeep Cherokee Trailhawk

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

2019 Jeep Cherokee Trailhawk

Rockford, MI

Fair PriceLimited · 17
$18,63577,789 mi

Market: $10,309 – $18,990

Comparison: 17 similar vehicles

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

Rockford, MI

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Rockford, MI

Fair PriceRobust · 84
$18,81484,850 mi

Market: $10,900 – $25,610

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Rockford, MI

2021 Ford Escape Titanium

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

2021 Ford Escape Titanium

Rockford, MI

Unscored
$18,93361,151 mi

Comparison: 8 similar vehicles

Rockford, MI

2020 RAM ProMaster Cargo Van Base

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

2020 RAM ProMaster Cargo Van Base

Rockford, MI

OverpricedLimited · 10
$18,99873,455 mi

Market: $12,994 – $18,675

Comparison: 10 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Rockford, MI

2018 Jeep All-New Wrangler Unlimited Sahara

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

2018 Jeep All-New Wrangler Unlimited Sahara

Rockford, MI

Fair PriceLimited · 17
$18,998114,551 mi

Market: $18,900 – $23,275

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 171 days listed (based on current market benchmarks)

Rockford, MI

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Rockford, MI

Fair PriceRobust · 90
$19,20167,517 mi

Market: $14,950 – $30,713

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Rockford, MI

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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