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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

236 listings found

2010 Ford Escape Hybrid

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

2010 Ford Escape Hybrid

Inver Grove Heights, MN

UnscoredInsufficient · 0
$3,499Mileage not verified

Inver Grove Heights, MN

2007 Ford Edge SE

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

2007 Ford Edge SE

Inver Grove Heights, MN

UnscoredInsufficient · 3
$3,799166,360 mi

Comparison: 3 similar vehicles

Inver Grove Heights, MN

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Inver Grove Heights, MN

UnscoredLimited · 19
$7,995129,938 mi

Comparison: 19 similar vehicles

Inver Grove Heights, MN

2017 Ford C-Max SE

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

2017 Ford C-Max SE

Inver Grove Heights, MN

UnscoredInsufficient · 0
$8,348120,607 mi

Inver Grove Heights, MN

2017 Ford Escape SE

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

2017 Ford Escape SE

Inver Grove Heights, MN

UnscoredModerate · 49
$8,349142,195 mi

Comparison: 49 similar vehicles

Inver Grove Heights, MN

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Inver Grove Heights, MN

UnscoredLimited · 9
$9,345166,370 mi

Comparison: 9 similar vehicles

Inver Grove Heights, MN

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Inver Grove Heights, MN

UnscoredLimited · 19
$9,490136,836 mi

Comparison: 19 similar vehicles

Inver Grove Heights, MN

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Inver Grove Heights, MN

UnscoredLimited · 10
$9,695156,605 mi

Comparison: 10 similar vehicles

Inver Grove Heights, MN

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Inver Grove Heights, MN

UnscoredLimited · 10
$9,995205,647 mi

Comparison: 10 similar vehicles

Inver Grove Heights, MN

2017 Ford Escape SE

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

2017 Ford Escape SE

Inver Grove Heights, MN

Fair PriceModerate · 41
$9,999106,217 mi

Market: $7,049 – $15,995

Comparison: 41 similar vehicles

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

Inver Grove Heights, MN

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Inver Grove Heights, MN

UnscoredLimited · 6
$10,145134,909 mi

Comparison: 6 similar vehicles

Inver Grove Heights, MN

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Inver Grove Heights, MN

Fair PriceLimited · 10
$10,340108,242 mi

Market: $4,995 – $12,348

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Inver Grove Heights, MN

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Inver Grove Heights, MN

UnscoredInsufficient · 4
$10,349164,189 mi

Comparison: 4 similar vehicles

Inver Grove Heights, MN

2018 Ford Escape SE

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

2018 Ford Escape SE

Inver Grove Heights, MN

UnscoredModerate · 24
$10,495125,503 mi

Comparison: 24 similar vehicles

Inver Grove Heights, MN

2016 Ford Escape SE

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

2016 Ford Escape SE

Inver Grove Heights, MN

OverpricedModerate · 27
$11,34990,772 mi

Market: $2,615 – $9,907

Comparison: 27 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Inver Grove Heights, MN

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Inver Grove Heights, MN

UnscoredInsufficient · 4
$11,49599,876 mi

Comparison: 4 similar vehicles

Inver Grove Heights, MN

2017 Ford Escape S

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

2017 Ford Escape S

Inver Grove Heights, MN

UnscoredInsufficient · 0
$12,49558,509 mi

Inver Grove Heights, MN

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Inver Grove Heights, MN

Fair PriceLimited · 10
$12,499114,198 mi

Market: $9,964 – $15,793

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Inver Grove Heights, MN

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Inver Grove Heights, MN

UnscoredLimited · 5
$12,79966,859 mi

Comparison: 5 similar vehicles

Inver Grove Heights, MN

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Inver Grove Heights, MN

UnscoredLimited · 11
$12,995138,534 mi

Comparison: 11 similar vehicles

Inver Grove Heights, MN

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Inver Grove Heights, MN

UnscoredModerate · 33
$13,345136,792 mi

Comparison: 33 similar vehicles

Inver Grove Heights, MN

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Inver Grove Heights, MN

UnscoredRobust · 81
$13,695182,195 mi

Comparison: 81 similar vehicles

Inver Grove Heights, MN

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Inver Grove Heights, MN

UnscoredLimited · 6
$14,345106,258 mi

Comparison: 6 similar vehicles

Inver Grove Heights, MN

2019 Ford Explorer Sport

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

2019 Ford Explorer Sport

Inver Grove Heights, MN

UnscoredLimited · 17
$14,345146,577 mi

Comparison: 17 similar vehicles

Inver Grove Heights, MN

2016 Ford Edge Sport

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

2016 Ford Edge Sport

Inver Grove Heights, MN

UnscoredInsufficient · 3
$14,500118,600 mi

Comparison: 3 similar vehicles

Inver Grove Heights, MN

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Inver Grove Heights, MN

UnscoredLimited · 10
$14,840129,852 mi

Comparison: 10 similar vehicles

Inver Grove Heights, MN

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Inver Grove Heights, MN

UnscoredInsufficient · 4
$14,995111,859 mi

Comparison: 4 similar vehicles

Inver Grove Heights, MN

2020 Ford Escape SE

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

2020 Ford Escape SE

Inver Grove Heights, MN

UnscoredModerate · 35
$15,850132,155 mi

Comparison: 35 similar vehicles

Inver Grove Heights, MN

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Inver Grove Heights, MN

UnscoredRobust · 75
$15,945168,920 mi

Comparison: 75 similar vehicles

Inver Grove Heights, MN

2015 Ford Transit Base

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

2015 Ford Transit Base

Inver Grove Heights, MN

UnscoredModerate · 21
$15,999163,595 mi

Comparison: 21 similar vehicles

Inver Grove Heights, MN

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Inver Grove Heights, MN

UnscoredLimited · 11
$16,345129,925 mi

Comparison: 11 similar vehicles

Inver Grove Heights, MN

2021 Ford Escape SE

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

2021 Ford Escape SE

Inver Grove Heights, MN

Fair PriceLimited · 17
$16,52583,425 mi

Market: $12,571 – $20,995

Comparison: 17 similar vehicles

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

Inver Grove Heights, MN

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Inver Grove Heights, MN

Fair PriceLimited · 19
$16,625119,249 mi

Market: $8,849 – $20,995

Comparison: 19 similar vehicles

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

Inver Grove Heights, MN

2022 Ford Escape SE

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

2022 Ford Escape SE

Inver Grove Heights, MN

Great DealLimited · 16
$18,00037,959 mi

Market: $19,443 – $23,980

Comparison: 16 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 89 days listed (based on current market benchmarks)

Inver Grove Heights, MN

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Inver Grove Heights, MN

Fair PriceLimited · 14
$18,795108,741 mi

Market: $14,999 – $21,348

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Inver Grove Heights, MN

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Inver Grove Heights, MN

UnscoredModerate · 43
$19,495124,396 mi

Comparison: 43 similar vehicles

Inver Grove Heights, MN

2021 Ford Explorer Base

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

2021 Ford Explorer Base

Inver Grove Heights, MN

UnscoredLimited · 5
$19,99882,874 mi

Comparison: 5 similar vehicles

Inver Grove Heights, MN

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Inver Grove Heights, MN

Fair PriceLimited · 11
$20,64595,444 mi

Market: $17,995 – $28,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Inver Grove Heights, MN

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Inver Grove Heights, MN

UnscoredInsufficient · 3
$20,94561,170 mi

Comparison: 3 similar vehicles

Inver Grove Heights, MN

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Inver Grove Heights, MN

UnscoredInsufficient · 4
$21,09854,272 mi

Comparison: 4 similar vehicles

Inver Grove Heights, MN

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Inver Grove Heights, MN

UnscoredInsufficient · 4
$21,49558,153 mi

Comparison: 4 similar vehicles

Inver Grove Heights, MN

2019 Ford Edge ST

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

2019 Ford Edge ST

Inver Grove Heights, MN

UnscoredLimited · 7
$21,84064,857 mi

Comparison: 7 similar vehicles

Inver Grove Heights, MN

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

Inver Grove Heights, MN

UnscoredInsufficient · 0
$22,495104,308 mi

Inver Grove Heights, MN

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Inver Grove Heights, MN

UnscoredModerate · 34
$22,65037,896 mi

Comparison: 34 similar vehicles

Inver Grove Heights, MN

2021 Ford Bronco Sport Badlands

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

2021 Ford Bronco Sport Badlands

Inver Grove Heights, MN

UnscoredInsufficient · 4
$22,71371,986 mi

Comparison: 4 similar vehicles

Inver Grove Heights, MN

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Inver Grove Heights, MN

Fair PriceLimited · 11
$22,94577,339 mi

Market: $17,995 – $28,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Inver Grove Heights, MN

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Inver Grove Heights, MN

UnscoredLimited · 7
$23,34536,674 mi

Comparison: 7 similar vehicles

Inver Grove Heights, MN

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Inver Grove Heights, MN

Fair PriceLimited · 19
$23,85040,662 mi

Market: $18,900 – $25,995

Comparison: 19 similar vehicles

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

Inver Grove Heights, MN

2020 Ford Ranger Lariat

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

2020 Ford Ranger Lariat

Inver Grove Heights, MN

UnscoredLimited · 9
$23,999100,181 mi

Comparison: 9 similar vehicles

Inver Grove Heights, MN

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Inver Grove Heights, MN

Fair PriceLimited · 19
$24,00041,935 mi

Market: $18,900 – $25,995

Comparison: 19 similar vehicles

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

Inver Grove Heights, MN

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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