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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

78 listings found

2016 Toyota Corolla L

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

2016 Toyota Corolla L

South Portland, ME

OverpricedLimited · 13
$14,998106,387 mi

Market: $10,695 – $14,422

Comparison: 13 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

South Portland, ME

2017 Toyota Corolla iM Base

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

2017 Toyota Corolla iM Base

South Portland, ME

UnscoredLimited · 8
$15,998103,108 mi

Comparison: 8 similar vehicles

South Portland, ME

2015 Toyota Camry LE

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

2015 Toyota Camry LE

South Portland, ME

Fair PriceModerate · 30
$15,998105,898 mi

Market: $7,500 – $17,998

Comparison: 30 similar vehicles

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

South Portland, ME

2017 Toyota Camry LE

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

2017 Toyota Camry LE

South Portland, ME

Fair PriceModerate · 40
$16,31087,086 mi

Market: $7,995 – $17,900

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

South Portland, ME

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

South Portland, ME

UnscoredInsufficient · 3
$16,998102,697 mi

Comparison: 3 similar vehicles

South Portland, ME

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

South Portland, ME

Fair PriceRobust · 89
$18,99877,601 mi

Market: $9,300 – $19,998

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

South Portland, ME

2018 Toyota Corolla LE

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

2018 Toyota Corolla LE

South Portland, ME

UnscoredInsufficient · 0
$19,99832,622 mi

South Portland, ME

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

South Portland, ME

UnscoredLimited · 5
$19,99890,394 mi

Comparison: 5 similar vehicles

South Portland, ME

2017 Toyota Highlander Limited

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

2017 Toyota Highlander Limited

South Portland, ME

Fair PriceModerate · 20
$20,798107,440 mi

Market: $19,544 – $27,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

South Portland, ME

2013 Toyota Tacoma Base

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

2013 Toyota Tacoma Base

South Portland, ME

UnscoredLimited · 5
$20,79887,112 mi

Comparison: 5 similar vehicles

South Portland, ME

2021 Toyota Prius Prime XLE

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

2021 Toyota Prius Prime XLE

South Portland, ME

Fair PriceModerate · 20
$21,99885,241 mi

Market: $18,394 – $24,366

Comparison: 20 similar vehicles

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

South Portland, ME

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

South Portland, ME

UnscoredInsufficient · 3
$21,99892,239 mi

Comparison: 3 similar vehicles

South Portland, ME

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

South Portland, ME

UnscoredLimited · 5
$21,99886,063 mi

Comparison: 5 similar vehicles

South Portland, ME

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

South Portland, ME

UnscoredLimited · 5
$21,99864,168 mi

Comparison: 5 similar vehicles

South Portland, ME

2015 Toyota Highlander XLE

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

2015 Toyota Highlander XLE

South Portland, ME

Fair PriceRobust · 106
$21,99888,014 mi

Market: $10,995 – $23,999

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

South Portland, ME

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

South Portland, ME

UnscoredLimited · 16
$22,998121,652 mi

Comparison: 16 similar vehicles

South Portland, ME

2020 Toyota RAV4 LE

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

2020 Toyota RAV4 LE

South Portland, ME

UnscoredInsufficient · 4
$22,998112,554 mi

Comparison: 4 similar vehicles

South Portland, ME

2019 Toyota Prius LE

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

2019 Toyota Prius LE

South Portland, ME

UnscoredInsufficient · 0
$22,99834,797 mi

South Portland, ME

2023 Toyota RAV4 LE

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

2023 Toyota RAV4 LE

South Portland, ME

UnscoredLimited · 17
$23,19884,341 mi

Comparison: 17 similar vehicles

South Portland, ME

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

South Portland, ME

Fair PriceRobust · 286
$23,9984,634 mi

Market: $21,700 – $28,998

Comparison: 286 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

South Portland, ME

2023 Toyota Corolla Cross L

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

2023 Toyota Corolla Cross L

South Portland, ME

Fair PriceModerate · 27
$23,99840,276 mi

Market: $23,977 – $24,572

Comparison: 27 similar vehicles

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

South Portland, ME

2022 Toyota Camry LE

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

2022 Toyota Camry LE

South Portland, ME

UnscoredInsufficient · 0
$23,99826,575 mi

South Portland, ME

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

South Portland, ME

UnscoredInsufficient · 3
$23,99860,742 mi

Comparison: 3 similar vehicles

South Portland, ME

2015 Toyota RAV4 XLE

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

2015 Toyota RAV4 XLE

South Portland, ME

UnscoredInsufficient · 0
$23,99825,374 mi

South Portland, ME

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

South Portland, ME

OverpricedRobust · 125
$24,9987,338 mi

Market: $21,316 – $24,974

Comparison: 125 similar vehicles

South Portland, ME

2019 Toyota Tacoma SR

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

2019 Toyota Tacoma SR

South Portland, ME

Fair PriceLimited · 19
$24,998102,695 mi

Market: $12,475 – $27,063

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

South Portland, ME

2020 Toyota Sienna XLE

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

2020 Toyota Sienna XLE

South Portland, ME

Fair PriceModerate · 26
$25,998113,443 mi

Market: $19,995 – $59,990

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

South Portland, ME

2022 Toyota RAV4 LE

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

2022 Toyota RAV4 LE

South Portland, ME

Fair PriceLimited · 10
$26,64167,734 mi

Market: $20,443 – $28,486

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

South Portland, ME

2025 Toyota Prius LE

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

2025 Toyota Prius LE

South Portland, ME

UnscoredLimited · 12
$26,99833,564 mi

Comparison: 12 similar vehicles

South Portland, ME

2024 Toyota Tacoma SR

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

2024 Toyota Tacoma SR

South Portland, ME

Fair PriceModerate · 27
$26,99820,720 mi

Market: $26,397 – $31,466

Comparison: 27 similar vehicles

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

South Portland, ME

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

South Portland, ME

UnscoredInsufficient · 0
$26,99816,663 mi

South Portland, ME

2016 Toyota Highlander Limited

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

2016 Toyota Highlander Limited

South Portland, ME

UnscoredInsufficient · 0
$26,99858,618 mi

South Portland, ME

2019 Toyota Camry XSE

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

2019 Toyota Camry XSE

South Portland, ME

UnscoredInsufficient · 0
$27,99819,361 mi

South Portland, ME

2025 Toyota Camry SE

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

2025 Toyota Camry SE

South Portland, ME

UnscoredInsufficient · 3
$28,09447,454 mi

Comparison: 3 similar vehicles

South Portland, ME

2024 Toyota Prius LE

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

2024 Toyota Prius LE

South Portland, ME

UnscoredInsufficient · 0
$28,99829,560 mi

South Portland, ME

2025 Toyota Tacoma SR

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

2025 Toyota Tacoma SR

South Portland, ME

UnscoredLimited · 7
$29,9988,833 mi

Comparison: 7 similar vehicles

South Portland, ME

2019 Toyota 4Runner SR5 Premium

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

2019 Toyota 4Runner SR5 Premium

South Portland, ME

UnscoredInsufficient · 3
$29,99886,532 mi

Comparison: 3 similar vehicles

South Portland, ME

2015 Toyota Sienna Limited

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

2015 Toyota Sienna Limited

South Portland, ME

UnscoredInsufficient · 0
$29,99853,912 mi

South Portland, ME

2021 Toyota RAV4 XLE Premium

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

2021 Toyota RAV4 XLE Premium

South Portland, ME

UnscoredInsufficient · 0
$30,99837,953 mi

South Portland, ME

2018 Toyota Tacoma SR

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

2018 Toyota Tacoma SR

South Portland, ME

OverpricedLimited · 19
$30,99868,005 mi

Market: $15,999 – $27,995

Comparison: 19 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

South Portland, ME

2024 Toyota RAV4 XLE

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

2024 Toyota RAV4 XLE

South Portland, ME

Fair PriceModerate · 24
$31,99826,404 mi

Market: $32,987 – $39,459

Comparison: 24 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 73 days listed (based on current market benchmarks)

South Portland, ME

2022 Toyota Highlander LE

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

2022 Toyota Highlander LE

South Portland, ME

UnscoredInsufficient · 0
$31,99823,355 mi

South Portland, ME

2014 Toyota Tacoma Base

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

2014 Toyota Tacoma Base

South Portland, ME

UnscoredInsufficient · 0
$31,99836,309 mi

South Portland, ME

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

South Portland, ME

UnscoredInsufficient · 0
$32,11626,339 mi

South Portland, ME

2024 Toyota RAV4 XLE

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

2024 Toyota RAV4 XLE

South Portland, ME

OverpricedLimited · 10
$32,72055,022 mi

Market: $29,695 – $31,640

Comparison: 10 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

South Portland, ME

2020 Toyota RAV4 Limited

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

2020 Toyota RAV4 Limited

South Portland, ME

OverpricedRobust · 57
$32,84264,407 mi

Market: $24,949 – $32,697

Comparison: 57 similar vehicles

South Portland, ME

2024 Toyota Corolla Cross SE

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

2024 Toyota Corolla Cross SE

South Portland, ME

UnscoredInsufficient · 0
$32,99812,431 mi

South Portland, ME

2021 Toyota Tacoma SR5

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

2021 Toyota Tacoma SR5

South Portland, ME

UnscoredInsufficient · 3
$32,99854,409 mi

Comparison: 3 similar vehicles

South Portland, ME

2021 Toyota Highlander Platinum

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

2021 Toyota Highlander Platinum

South Portland, ME

Fair PriceModerate · 32
$32,99875,550 mi

Market: $30,380 – $39,462

Comparison: 32 similar vehicles

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

South Portland, ME

2022 Toyota Highlander XLE

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

2022 Toyota Highlander XLE

South Portland, ME

UnscoredLimited · 7
$33,79870,922 mi

Comparison: 7 similar vehicles

South Portland, ME

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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