Skip to main content
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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

4,011 listings found

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Muskegon, MI

UnscoredLimited · 12
$1,800235,525 mi

Comparison: 12 similar vehicles

Muskegon, MI

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Howard City, MI

UnscoredModerate · 26
$1,995333,779 mi

Comparison: 26 similar vehicles

Howard City, MI

2004 Chevrolet TrailBlazer LT

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

2004 Chevrolet TrailBlazer LT

St. Louis, MI

UnscoredInsufficient · 0
$1,995286,871 mi

St. Louis, MI

2001 GMC Yukon XL SLE

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

2001 GMC Yukon XL SLE

Muskegon, MI

UnscoredInsufficient · 0
$2,970271,488 mi

Muskegon, MI

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

St. Louis, MI

UnscoredModerate · 31
$2,995308,701 mi

Comparison: 31 similar vehicles

St. Louis, MI

2005 GMC Envoy XL SLE

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

2005 GMC Envoy XL SLE

Howard City, MI

UnscoredInsufficient · 0
$2,995169,529 mi

Howard City, MI

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

North Muskegon, MI

UnscoredModerate · 20
$3,000299,969 mi

Comparison: 20 similar vehicles

North Muskegon, MI

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Clare, MI

UnscoredLimited · 15
$3,495226,112 mi

Comparison: 15 similar vehicles

Clare, MI

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Lakeview, MI

UnscoredModerate · 46
$3,495266,600 mi

Comparison: 46 similar vehicles

Lakeview, MI

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Mount Pleasant, MI

UnscoredLimited · 12
$3,495183,921 mi

Comparison: 12 similar vehicles

Mount Pleasant, MI

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Howard City, MI

UnscoredLimited · 13
$3,595217,491 mi

Comparison: 13 similar vehicles

Howard City, MI

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Clare, MI

UnscoredModerate · 41
$3,595215,049 mi

Comparison: 41 similar vehicles

Clare, MI

2008 Honda Pilot SPECIAL EDITION

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

2008 Honda Pilot SPECIAL EDITION

Stanwood, MI

UnscoredInsufficient · 0
$3,800195,199 mi

Stanwood, MI

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Cadillac, MI

UnscoredLimited · 19
$3,990190,188 mi

Comparison: 19 similar vehicles

Cadillac, MI

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Howard City, MI

UnscoredRobust · 598
$3,995334,994 mi

Comparison: 598 similar vehicles

Howard City, MI

2013 Chevrolet Tahoe LS

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

2013 Chevrolet Tahoe LS

Howard City, MI

UnscoredModerate · 35
$3,995192,004 mi

Comparison: 35 similar vehicles

Howard City, MI

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Howard City, MI

UnscoredRobust · 70
$3,995180,636 mi

Comparison: 70 similar vehicles

Howard City, MI

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Howard City, MI

UnscoredModerate · 47
$3,995136,388 mi

Comparison: 47 similar vehicles

Howard City, MI

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Scottville, MI

UnscoredLimited · 18
$3,995134,000 mi

Comparison: 18 similar vehicles

Scottville, MI

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Cedar Springs, MI

UnscoredModerate · 26
$3,995184,000 mi

Comparison: 26 similar vehicles

Cedar Springs, MI

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Alma, MI

UnscoredLimited · 6
$4,172251,390 mi

Comparison: 6 similar vehicles

Alma, MI

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Muskegon, MI

UnscoredLimited · 19
$4,250240,645 mi

Comparison: 19 similar vehicles

Muskegon, MI

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Ravenna, MI

UnscoredRobust · 61
$4,299156,000 mi

Comparison: 61 similar vehicles

Ravenna, MI

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Rockford, MI

UnscoredInsufficient · 4
$4,309105,000 mi

Comparison: 4 similar vehicles

Rockford, MI

2002 Mazda Tribute LX

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

2002 Mazda Tribute LX

Greenville, MI

UnscoredInsufficient · 0
$4,309190,060 mi

Greenville, MI

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Rockford, MI

UnscoredRobust · 92
$4,353126,688 mi

Comparison: 92 similar vehicles

Rockford, MI

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Howard City, MI

UnscoredRobust · 57
$4,595185,616 mi

Comparison: 57 similar vehicles

Howard City, MI

2006 Ford Escape Limited

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

2006 Ford Escape Limited

Cedar Springs, MI

UnscoredInsufficient · 0
$4,59584,000 mi

Cedar Springs, MI

2012 Chevrolet Traverse LS

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

2012 Chevrolet Traverse LS

Ludington, MI

UnscoredLimited · 16
$4,900199,861 mi

Comparison: 16 similar vehicles

Ludington, MI

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Cadillac, MI

UnscoredLimited · 12
$4,990176,879 mi

Comparison: 12 similar vehicles

Cadillac, MI

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Cadillac, MI

UnscoredLimited · 17
$4,990144,595 mi

Comparison: 17 similar vehicles

Cadillac, MI

2010 Jeep Wrangler Unlimited Sahara

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

2010 Jeep Wrangler Unlimited Sahara

Cadillac, MI

UnscoredLimited · 6
$4,990229,385 mi

Comparison: 6 similar vehicles

Cadillac, MI

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Muskegon, MI

UnscoredRobust · 53
$4,995224,885 mi

Comparison: 53 similar vehicles

Muskegon, MI

2007 Hummer H3

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

2007 Hummer H3

Howard City, MI

UnscoredLimited · 10
$4,995151,367 mi

Comparison: 10 similar vehicles

Howard City, MI

2009 Ford Edge SE

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

2009 Ford Edge SE

Ravenna, MI

UnscoredInsufficient · 0
$4,999169,000 mi

Ravenna, MI

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Muskegon, MI

UnscoredLimited · 15
$5,200188,953 mi

Comparison: 15 similar vehicles

Muskegon, MI

2014 Jeep Cherokee Sport

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

2014 Jeep Cherokee Sport

Grant, MI

UnscoredLimited · 19
$5,500163,675 mi

Comparison: 19 similar vehicles

Grant, MI

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Alma, MI

UnscoredInsufficient · 3
$5,578164,709 mi

Comparison: 3 similar vehicles

Alma, MI

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Clare, MI

UnscoredLimited · 15
$5,595186,422 mi

Comparison: 15 similar vehicles

Clare, MI

2010 Chevrolet Equinox LS

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

2010 Chevrolet Equinox LS

Harrison, MI

UnscoredLimited · 7
$5,695216,443 mi

Comparison: 7 similar vehicles

Harrison, MI

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Mount Pleasant, MI

UnscoredRobust · 94
$5,755196,260 mi

Comparison: 94 similar vehicles

Mount Pleasant, MI

2000 Jeep Wrangler SE

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

2000 Jeep Wrangler SE

Greenville, MI

UnscoredInsufficient · 0
$5,814136,481 mi

Greenville, MI

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Alma, MI

UnscoredLimited · 6
$5,867183,591 mi

Comparison: 6 similar vehicles

Alma, MI

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Harrison, MI

UnscoredLimited · 13
$5,988219,440 mi

Comparison: 13 similar vehicles

Harrison, MI

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Cadillac, MI

UnscoredLimited · 5
$5,990165,097 mi

Comparison: 5 similar vehicles

Cadillac, MI

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Cadillac, MI

Fair PriceRobust · 91
$5,990101,104 mi

Market: $2,995 – $9,995

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Cadillac, MI

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Cadillac, MI

UnscoredRobust · 105
$5,990170,702 mi

Comparison: 105 similar vehicles

Cadillac, MI

2012 Nissan Murano S

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

2012 Nissan Murano S

Cadillac, MI

UnscoredInsufficient · 0
$5,990138,046 mi

Cadillac, MI

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Howard City, MI

UnscoredInsufficient · 4
$5,995152,906 mi

Comparison: 4 similar vehicles

Howard City, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Muskegon, MI

UnscoredModerate · 23
$5,995194,844 mi

Comparison: 23 similar vehicles

Muskegon, MI

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.