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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

828 listings found

2020 Nissan Altima S

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

2020 Nissan Altima S

Flowood, MS

Unscored
$8,925167,611 mi

Comparison: 44 similar vehicles

Flowood, MS

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Flowood, MS

Fair PriceLimited · 18
$8,994108,920 mi

Market: $3,995 – $10,000

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Flowood, MS

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Flowood, MS

OverpricedLimited · 12
$10,295242,607 mi

Market: $6,975 – $10,088

Comparison: 12 similar vehicles

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

Flowood, MS

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Flowood, MS

UnscoredInsufficient · 0
$10,420154,275 mi

Flowood, MS

2018 Jeep Grand Cherokee Trailhawk

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

2018 Jeep Grand Cherokee Trailhawk

Flowood, MS

UnscoredInsufficient · 0
$11,425183,760 mi

Flowood, MS

2016 Nissan Maxima Platinum

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

2016 Nissan Maxima Platinum

Flowood, MS

Unscored
$12,995115,590 mi

Comparison: 7 similar vehicles

Flowood, MS

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Flowood, MS

Fair PriceModerate · 21
$13,425108,334 mi

Market: $6,495 – $16,794

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Flowood, MS

2009 GMC Sierra 1500 SLE

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

2009 GMC Sierra 1500 SLE

Flowood, MS

UnscoredInsufficient · 3
$13,425106,499 mi

Comparison: 3 similar vehicles

Flowood, MS

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Flowood, MS

Unscored
$13,990194,565 mi

Comparison: 64 similar vehicles

Flowood, MS

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Flowood, MS

Unscored
$13,995130,399 mi

Comparison: 5 similar vehicles

Flowood, MS

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Flowood, MS

Fair PriceModerate · 47
$13,99970,992 mi

Market: $6,900 – $16,220

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Flowood, MS

2022 Jeep Compass Limited

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

2022 Jeep Compass Limited

Flowood, MS

Great DealModerate · 30
$14,45075,558 mi

Market: $19,590 – $20,500

Comparison: 30 similar vehicles

Competitively priced ~26% below the typical range compared to similar vehicles · 110 days listed (based on current market benchmarks)

Flowood, MS

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

Flowood, MS

UnscoredInsufficient · 0
$15,42556,315 mi

Flowood, MS

2015 Acura TLX Advance Package

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

2015 Acura TLX Advance Package

Flowood, MS

UnscoredInsufficient · 0
$15,999126,346 mi

Flowood, MS

2021 Kia Sportage LX

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

2021 Kia Sportage LX

Flowood, MS

Fair PriceLimited · 10
$16,25362,092 mi

Market: $10,625 – $17,990

Comparison: 10 similar vehicles

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

Flowood, MS

2015 Honda Accord EX-L V-6

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

2015 Honda Accord EX-L V-6

Flowood, MS

Fair PriceLimited · 14
$16,295116,497 mi

Market: $10,999 – $19,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Flowood, MS

2016 Chevrolet Impala 2LZ

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

2016 Chevrolet Impala 2LZ

Flowood, MS

Unscored
$16,42093,676 mi

Comparison: 6 similar vehicles

Flowood, MS

2019 Toyota Camry XSE

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

2019 Toyota Camry XSE

Flowood, MS

Unscored
$16,725145,211 mi

Comparison: 8 similar vehicles

Flowood, MS

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Flowood, MS

Fair PriceModerate · 22
$16,91032,747 mi

Market: $15,649 – $19,465

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Flowood, MS

2016 Ford Expedition Limited

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

2016 Ford Expedition Limited

Flowood, MS

UnscoredInsufficient · 4
$17,195118,306 mi

Comparison: 4 similar vehicles

Flowood, MS

2024 Nissan Versa Sedan SR

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

2024 Nissan Versa Sedan SR

Flowood, MS

Unscored
$17,40347,483 mi

Comparison: 30 similar vehicles

Flowood, MS

2020 Honda Civic Hatchback EX

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

2020 Honda Civic Hatchback EX

Flowood, MS

UnscoredInsufficient · 3
$17,725112,311 mi

Comparison: 3 similar vehicles

Flowood, MS

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Flowood, MS

Great DealLimited · 16
$17,84937,013 mi

Market: $19,935 – $24,424

Comparison: 16 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 36 days listed (based on current market benchmarks)

Flowood, MS

2018 Jeep Wrangler JK Unlimited Sahara

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

2018 Jeep Wrangler JK Unlimited Sahara

Flowood, MS

Unscored
$17,990125,789 mi

Comparison: 17 similar vehicles

Flowood, MS

2019 Cadillac XT5 Premium Luxury

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

2019 Cadillac XT5 Premium Luxury

Flowood, MS

Fair PriceLimited · 10
$17,995103,275 mi

Market: $16,997 – $21,100

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Flowood, MS

2015 Ford F-250 Super Duty Lariat

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

2015 Ford F-250 Super Duty Lariat

Flowood, MS

UnscoredInsufficient · 3
$17,995196,259 mi

Comparison: 3 similar vehicles

Flowood, MS

2006 Dodge Ram 2500 Pickup SLT

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

2006 Dodge Ram 2500 Pickup SLT

Flowood, MS

Unscored
$17,995143,599 mi

Comparison: 7 similar vehicles

Flowood, MS

2026 Hyundai Venue SEL

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

2026 Hyundai Venue SEL

Flowood, MS

UnscoredInsufficient · 0
$18,21029,007 mi

Flowood, MS

2013 Jeep Wrangler Rubicon

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

2013 Jeep Wrangler Rubicon

Flowood, MS

Unscored
$18,32575,757 mi

Comparison: 7 similar vehicles

Flowood, MS

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Flowood, MS

Fair PriceRobust · 68
$18,49579,746 mi

Market: $8,999 – $22,875

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Flowood, MS

2022 Nissan Rogue SV

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

2022 Nissan Rogue SV

Flowood, MS

UnscoredInsufficient · 3
$18,62579,881 mi

Comparison: 3 similar vehicles

Flowood, MS

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Flowood, MS

Unscored
$18,82254,766 mi

Comparison: 8 similar vehicles

Flowood, MS

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Flowood, MS

Fair PriceLimited · 17
$18,90990,700 mi

Market: $16,500 – $20,986

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Flowood, MS

2020 Hyundai Palisade Limited

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

2020 Hyundai Palisade Limited

Flowood, MS

Unscored
$18,934106,341 mi

Comparison: 9 similar vehicles

Flowood, MS

2021 Nissan Murano SV

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

2021 Nissan Murano SV

Flowood, MS

Fair PriceModerate · 20
$19,19878,294 mi

Market: $13,276 – $20,559

Comparison: 20 similar vehicles

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

Flowood, MS

2021 Hyundai Sonata Limited

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

2021 Hyundai Sonata Limited

Flowood, MS

Unscored
$19,32575,864 mi

Comparison: 8 similar vehicles

Flowood, MS

2026 Nissan Altima SV

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

2026 Nissan Altima SV

Flowood, MS

Fair PriceLimited · 12
$19,40921,827 mi

Market: $18,822 – $23,310

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Flowood, MS

2023 Hyundai Sonata SEL

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

2023 Hyundai Sonata SEL

Flowood, MS

Unscored
$19,49879,871 mi

Comparison: 7 similar vehicles

Flowood, MS

2026 Nissan Altima SV

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

2026 Nissan Altima SV

Flowood, MS

Fair PriceLimited · 18
$19,57718,798 mi

Market: $19,253 – $22,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Flowood, MS

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Flowood, MS

Fair PriceModerate · 39
$19,62325,364 mi

Market: $18,965 – $22,435

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Flowood, MS

2026 Nissan Altima SV

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

2026 Nissan Altima SV

Flowood, MS

Fair PriceLimited · 12
$19,86226,060 mi

Market: $18,822 – $23,310

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Flowood, MS

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Flowood, MS

Fair PriceModerate · 49
$19,99890,336 mi

Market: $17,859 – $20,925

Comparison: 49 similar vehicles

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

Flowood, MS

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Flowood, MS

Unscored
$20,01618,311 mi

Comparison: 8 similar vehicles

Flowood, MS

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Flowood, MS

Unscored
$20,07217,618 mi

Comparison: 8 similar vehicles

Flowood, MS

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Flowood, MS

Unscored
$20,08617,445 mi

Comparison: 8 similar vehicles

Flowood, MS

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Flowood, MS

Fair PriceRobust · 78
$20,125111,907 mi

Market: $11,995 – $28,825

Comparison: 78 similar vehicles

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

Flowood, MS

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Flowood, MS

Unscored
$20,12719,127 mi

Comparison: 8 similar vehicles

Flowood, MS

2026 Nissan KICKS SV

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

2026 Nissan KICKS SV

Flowood, MS

Fair PriceLimited · 13
$20,16218,739 mi

Market: $19,563 – $23,415

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Flowood, MS

2026 Kia K4

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

2026 Kia K4

Flowood, MS

UnscoredInsufficient · 0
$20,26818,221 mi

Flowood, MS

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Flowood, MS

Unscored
$20,29717,044 mi

Comparison: 8 similar vehicles

Flowood, MS

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.
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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