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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

299 listings found

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

South Pittsburg, TN

UnscoredLimited · 15
$8,793136,736 mi

Comparison: 15 similar vehicles

South Pittsburg, TN

2016 Chevrolet Cruze Limited L

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

2016 Chevrolet Cruze Limited L

South Pittsburg, TN

UnscoredInsufficient · 0
$9,69359,800 mi

South Pittsburg, TN

2014 Honda CR-V EX

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

2014 Honda CR-V EX

South Pittsburg, TN

UnscoredRobust · 80
$9,789198,740 mi

Comparison: 80 similar vehicles

South Pittsburg, TN

2017 Buick Encore Essence

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

2017 Buick Encore Essence

South Pittsburg, TN

UnscoredLimited · 6
$10,59394,787 mi

Comparison: 6 similar vehicles

South Pittsburg, TN

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

South Pittsburg, TN

UnscoredLimited · 6
$10,793112,940 mi

Comparison: 6 similar vehicles

South Pittsburg, TN

2020 Nissan Kicks S

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

2020 Nissan Kicks S

South Pittsburg, TN

UnscoredLimited · 5
$10,795101,015 mi

Comparison: 5 similar vehicles

South Pittsburg, TN

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

South Pittsburg, TN

Fair PriceRobust · 74
$10,906103,218 mi

Market: $6,400 – $15,795

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

South Pittsburg, TN

2016 Hyundai Sonata Limited

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

2016 Hyundai Sonata Limited

South Pittsburg, TN

Fair PriceLimited · 17
$11,243109,485 mi

Market: $7,988 – $14,495

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

South Pittsburg, TN

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

South Pittsburg, TN

UnscoredInsufficient · 3
$11,718168,673 mi

Comparison: 3 similar vehicles

South Pittsburg, TN

2010 Porsche Panamera S

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

2010 Porsche Panamera S

South Pittsburg, TN

UnscoredInsufficient · 4
$12,780126,335 mi

Comparison: 4 similar vehicles

South Pittsburg, TN

2016 Nissan Altima SV

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

2016 Nissan Altima SV

South Pittsburg, TN

Fair PriceModerate · 20
$13,48863,500 mi

Market: $4,544 – $16,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

South Pittsburg, TN

2017 Toyota Prius v Five

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

2017 Toyota Prius v Five

South Pittsburg, TN

UnscoredInsufficient · 0
$13,495136,660 mi

South Pittsburg, TN

2018 Buick Encore Essence

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

2018 Buick Encore Essence

South Pittsburg, TN

UnscoredInsufficient · 4
$13,54365,760 mi

Comparison: 4 similar vehicles

South Pittsburg, TN

2012 Toyota Avalon Limited

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

2012 Toyota Avalon Limited

South Pittsburg, TN

UnscoredLimited · 5
$13,895121,200 mi

Comparison: 5 similar vehicles

South Pittsburg, TN

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

South Pittsburg, TN

UnscoredLimited · 5
$13,941149,546 mi

Comparison: 5 similar vehicles

South Pittsburg, TN

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

South Pittsburg, TN

UnscoredInsufficient · 3
$14,82694,198 mi

Comparison: 3 similar vehicles

South Pittsburg, TN

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

South Pittsburg, TN

UnscoredInsufficient · 0
$15,38540,790 mi

South Pittsburg, TN

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

South Pittsburg, TN

UnscoredLimited · 6
$15,775110,366 mi

Comparison: 6 similar vehicles

South Pittsburg, TN

2011 Chevrolet Silverado 2500HD 1LT

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

2011 Chevrolet Silverado 2500HD 1LT

South Pittsburg, TN

UnscoredLimited · 5
$16,249123,205 mi

Comparison: 5 similar vehicles

South Pittsburg, TN

2021 Chevrolet Traverse 1LT

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

2021 Chevrolet Traverse 1LT

South Pittsburg, TN

UnscoredInsufficient · 3
$16,766109,470 mi

Comparison: 3 similar vehicles

South Pittsburg, TN

2015 Lexus IS 250

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

2015 Lexus IS 250

South Pittsburg, TN

UnscoredInsufficient · 3
$16,98499,500 mi

Comparison: 3 similar vehicles

South Pittsburg, TN

2020 Chevrolet Traverse 1LT

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

2020 Chevrolet Traverse 1LT

South Pittsburg, TN

Fair PriceRobust · 67
$17,77691,999 mi

Market: $11,925 – $23,986

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

South Pittsburg, TN

2016 GMC Yukon Denali

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

2016 GMC Yukon Denali

South Pittsburg, TN

UnscoredLimited · 6
$18,066166,167 mi

Comparison: 6 similar vehicles

South Pittsburg, TN

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

South Pittsburg, TN

UnscoredLimited · 13
$18,096114,034 mi

Comparison: 13 similar vehicles

South Pittsburg, TN

2024 Nissan Altima S

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

2024 Nissan Altima S

South Pittsburg, TN

UnscoredLimited · 8
$18,12955,719 mi

Comparison: 8 similar vehicles

South Pittsburg, TN

2020 Chevrolet Malibu 1FL

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

2020 Chevrolet Malibu 1FL

South Pittsburg, TN

UnscoredInsufficient · 0
$18,48822,380 mi

South Pittsburg, TN

2016 Chevrolet Impala 2LZ

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

2016 Chevrolet Impala 2LZ

South Pittsburg, TN

UnscoredInsufficient · 0
$18,53355,492 mi

South Pittsburg, TN

2021 Jeep Compass Limited

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

2021 Jeep Compass Limited

South Pittsburg, TN

Fair PriceRobust · 57
$18,58778,170 mi

Market: $8,990 – $29,600

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

South Pittsburg, TN

2017 Ford Explorer Platinum

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

2017 Ford Explorer Platinum

South Pittsburg, TN

Fair PriceModerate · 33
$18,699107,087 mi

Market: $9,995 – $20,990

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

South Pittsburg, TN

2022 Volkswagen Atlas Cross Sport SE

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

2022 Volkswagen Atlas Cross Sport SE

South Pittsburg, TN

UnscoredInsufficient · 3
$19,75672,638 mi

Comparison: 3 similar vehicles

South Pittsburg, TN

2022 Buick Enclave Premium

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

2022 Buick Enclave Premium

South Pittsburg, TN

UnscoredLimited · 6
$20,36496,622 mi

Comparison: 6 similar vehicles

South Pittsburg, TN

2024 Volkswagen Taos SE

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

2024 Volkswagen Taos SE

South Pittsburg, TN

Fair PriceRobust · 65
$20,46939,215 mi

Market: $18,696 – $24,164

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

South Pittsburg, TN

2025 Nissan Altima SV

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

2025 Nissan Altima SV

South Pittsburg, TN

Fair PriceLimited · 14
$21,13442,285 mi

Market: $20,179 – $22,896

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

South Pittsburg, TN

2017 Lexus RX 350

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

2017 Lexus RX 350

South Pittsburg, TN

UnscoredInsufficient · 4
$21,483123,263 mi

Comparison: 4 similar vehicles

South Pittsburg, TN

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

South Pittsburg, TN

Fair PriceRobust · 56
$21,68063,077 mi

Market: $14,670 – $23,900

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

South Pittsburg, TN

2024 Nissan Sentra SR

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

2024 Nissan Sentra SR

South Pittsburg, TN

Fair PriceRobust · 58
$21,69923,353 mi

Market: $21,411 – $26,549

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 211 days listed (based on current market benchmarks)

South Pittsburg, TN

2021 Ford Escape SE

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

2021 Ford Escape SE

South Pittsburg, TN

UnscoredLimited · 5
$21,69926,653 mi

Comparison: 5 similar vehicles

South Pittsburg, TN

2019 Ford Edge ST

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

2019 Ford Edge ST

South Pittsburg, TN

Fair PriceModerate · 42
$21,69961,661 mi

Market: $12,985 – $22,349

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

South Pittsburg, TN

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

South Pittsburg, TN

Fair PriceRobust · 126
$22,26248,880 mi

Market: $19,878 – $24,489

Comparison: 126 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

South Pittsburg, TN

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

South Pittsburg, TN

Fair PriceRobust · 311
$22,44937,090 mi

Market: $16,378 – $25,885

Comparison: 311 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

South Pittsburg, TN

2023 GMC Acadia SLT

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

2023 GMC Acadia SLT

South Pittsburg, TN

Fair PriceRobust · 66
$22,47989,284 mi

Market: $11,993 – $28,197

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

South Pittsburg, TN

2023 Mitsubishi Outlander SE

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

2023 Mitsubishi Outlander SE

South Pittsburg, TN

Fair PriceLimited · 17
$22,69942,598 mi

Market: $21,664 – $25,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

South Pittsburg, TN

2021 Ford Bronco Sport Base

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

2021 Ford Bronco Sport Base

South Pittsburg, TN

UnscoredInsufficient · 0
$22,69911,028 mi

South Pittsburg, TN

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

South Pittsburg, TN

Fair PriceRobust · 84
$22,69976,444 mi

Market: $14,650 – $33,129

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

South Pittsburg, TN

2025 Chevrolet Trax Activ

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

2025 Chevrolet Trax Activ

South Pittsburg, TN

UnscoredInsufficient · 4
$22,78042,827 mi

Comparison: 4 similar vehicles

South Pittsburg, TN

2023 Buick Enclave Essence

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

2023 Buick Enclave Essence

South Pittsburg, TN

Fair PriceModerate · 23
$22,79592,360 mi

Market: $17,950 – $29,650

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

South Pittsburg, TN

2023 Volkswagen Golf GTI S

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

2023 Volkswagen Golf GTI S

South Pittsburg, TN

UnscoredInsufficient · 0
$23,00280,184 mi

South Pittsburg, TN

2021 Honda Pilot SE

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

2021 Honda Pilot SE

South Pittsburg, TN

Fair PriceRobust · 72
$23,04093,032 mi

Market: $17,900 – $27,950

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

South Pittsburg, TN

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

South Pittsburg, TN

UnscoredModerate · 41
$23,278130,480 mi

Comparison: 41 similar vehicles

South Pittsburg, TN

2021 Buick Enclave Premium

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

2021 Buick Enclave Premium

South Pittsburg, TN

UnscoredLimited · 6
$23,69069,404 mi

Comparison: 6 similar vehicles

South Pittsburg, TN

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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