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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

6M+

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

75 listings found

2008 Mercedes-Benz GL-Class GL450

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

2008 Mercedes-Benz GL-Class GL450

Arlington Heights, IL

UnscoredInsufficient · 0
$4,908148,907 mi

Arlington Heights, IL

2008 Mercedes-Benz M-Class ML350

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

2008 Mercedes-Benz M-Class ML350

Arlington Heights, IL

UnscoredLimited · 5
$5,962139,220 mi

Comparison: 5 similar vehicles

Arlington Heights, IL

2013 Mercedes-Benz C-Class C250 Luxury

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

2013 Mercedes-Benz C-Class C250 Luxury

Arlington Heights, IL

UnscoredInsufficient · 0
$8,36895,869 mi

Arlington Heights, IL

2016 Mercedes-Benz GL-Class GL450

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

2016 Mercedes-Benz GL-Class GL450

Arlington Heights, IL

UnscoredInsufficient · 3
$11,49891,184 mi

Comparison: 3 similar vehicles

Arlington Heights, IL

2018 Mercedes-Benz GLA-Class GLA250

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

2018 Mercedes-Benz GLA-Class GLA250

Arlington Heights, IL

Fair PriceLimited · 10
$11,750117,375 mi

Market: $10,284 – $88,866

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Arlington Heights, IL

2011 Mercedes-Benz C-Class C300 Luxury

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

2011 Mercedes-Benz C-Class C300 Luxury

Arlington Heights, IL

UnscoredInsufficient · 0
$11,96247,443 mi

Arlington Heights, IL

2016 Mercedes-Benz GLC GLC300

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

2016 Mercedes-Benz GLC GLC300

Arlington Heights, IL

Fair PriceLimited · 14
$14,595105,610 mi

Market: $9,695 – $16,493

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Arlington Heights, IL

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Arlington Heights, IL

Fair PriceModerate · 27
$15,71266,977 mi

Market: $7,436 – $20,990

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Arlington Heights, IL

2016 Mercedes-Benz GLE-Class GLE350

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

2016 Mercedes-Benz GLE-Class GLE350

Arlington Heights, IL

Fair PriceLimited · 15
$15,83780,884 mi

Market: $12,800 – $20,998

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Arlington Heights, IL

2015 Mercedes-Benz M-Class ML400

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

2015 Mercedes-Benz M-Class ML400

Arlington Heights, IL

UnscoredInsufficient · 4
$16,41266,303 mi

Comparison: 4 similar vehicles

Arlington Heights, IL

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Arlington Heights, IL

Fair PriceModerate · 27
$16,76882,628 mi

Market: $7,436 – $20,990

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Arlington Heights, IL

2017 Mercedes-Benz E-Class E300

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

2017 Mercedes-Benz E-Class E300

Arlington Heights, IL

Fair PriceModerate · 32
$18,46270,240 mi

Market: $10,600 – $20,990

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 210 days listed (based on current market benchmarks)

Arlington Heights, IL

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Arlington Heights, IL

Fair PriceModerate · 33
$18,97860,380 mi

Market: $7,651 – $29,995

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Arlington Heights, IL

2017 Mercedes-Benz E-Class E300

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

2017 Mercedes-Benz E-Class E300

Arlington Heights, IL

Fair PriceModerate · 32
$19,06265,733 mi

Market: $10,600 – $20,990

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Arlington Heights, IL

2020 Mercedes-Benz GLB Base

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

2020 Mercedes-Benz GLB Base

Arlington Heights, IL

UnscoredLimited · 6
$21,40855,403 mi

Comparison: 6 similar vehicles

Arlington Heights, IL

2017 Mercedes-Benz E-Class E300

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

2017 Mercedes-Benz E-Class E300

Arlington Heights, IL

UnscoredInsufficient · 0
$21,40838,450 mi

Arlington Heights, IL

1988 Mercedes-Benz 560

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

1988 Mercedes-Benz 560

Arlington Heights, IL

UnscoredInsufficient · 0
$21,99582,944 mi

Arlington Heights, IL

2018 Mercedes-Benz E-Class E400

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

2018 Mercedes-Benz E-Class E400

Arlington Heights, IL

Fair PriceLimited · 12
$23,68372,984 mi

Market: $11,600 – $27,088

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Arlington Heights, IL

2021 Mercedes-Benz GLB Base

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

2021 Mercedes-Benz GLB Base

Arlington Heights, IL

UnscoredLimited · 6
$23,96238,927 mi

Comparison: 6 similar vehicles

Arlington Heights, IL

2016 Mercedes-Benz CLS-Class CLS400

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

2016 Mercedes-Benz CLS-Class CLS400

Arlington Heights, IL

UnscoredInsufficient · 0
$23,96250,519 mi

Arlington Heights, IL

2018 Mercedes-Benz E-Class E400

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

2018 Mercedes-Benz E-Class E400

Arlington Heights, IL

Fair PriceLimited · 12
$24,20070,700 mi

Market: $11,600 – $27,088

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Arlington Heights, IL

2022 Mercedes-Benz GLC GLC300

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

2022 Mercedes-Benz GLC GLC300

Arlington Heights, IL

Fair PriceModerate · 24
$24,76864,688 mi

Market: $19,364 – $27,999

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Arlington Heights, IL

2007 Mercedes-Benz SL-Class SL600

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

2007 Mercedes-Benz SL-Class SL600

Arlington Heights, IL

UnscoredInsufficient · 0
$25,20835,146 mi

Arlington Heights, IL

2016 Mercedes-Benz GLE-Class Coupe GLE450 AMG

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

2016 Mercedes-Benz GLE-Class Coupe GLE450 AMG

Arlington Heights, IL

UnscoredLimited · 6
$25,40883,362 mi

Comparison: 6 similar vehicles

Arlington Heights, IL

2017 Mercedes-Benz C-Class AMG C43

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

2017 Mercedes-Benz C-Class AMG C43

Arlington Heights, IL

UnscoredLimited · 9
$25,79568,611 mi

Comparison: 9 similar vehicles

Arlington Heights, IL

2015 Mercedes-Benz CLS-Class CLS400

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

2015 Mercedes-Benz CLS-Class CLS400

Arlington Heights, IL

UnscoredInsufficient · 0
$26,46233,599 mi

Arlington Heights, IL

2016 Mercedes-Benz GLE-Class Coupe GLE450 AMG

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

2016 Mercedes-Benz GLE-Class Coupe GLE450 AMG

Arlington Heights, IL

UnscoredLimited · 6
$26,50870,639 mi

Comparison: 6 similar vehicles

Arlington Heights, IL

2016 Mercedes-Benz Metris Cargo Van Base

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

2016 Mercedes-Benz Metris Cargo Van Base

Arlington Heights, IL

UnscoredInsufficient · 0
$26,79519,429 mi

Arlington Heights, IL

2019 Mercedes-Benz Sprinter Cargo Van Base

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

2019 Mercedes-Benz Sprinter Cargo Van Base

Arlington Heights, IL

Fair PriceLimited · 17
$26,96270,578 mi

Market: $14,990 – $88,866

Comparison: 17 similar vehicles

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

Arlington Heights, IL

2022 Mercedes-Benz C-Class Sedan C 300

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

2022 Mercedes-Benz C-Class Sedan C 300

Arlington Heights, IL

Fair PriceLimited · 13
$28,40854,714 mi

Market: $26,455 – $31,995

Comparison: 13 similar vehicles

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

Arlington Heights, IL

2020 Mercedes-Benz GLS GLS450

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

2020 Mercedes-Benz GLS GLS450

Arlington Heights, IL

Fair PriceModerate · 20
$28,99581,028 mi

Market: $26,995 – $33,900

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Arlington Heights, IL

2019 Mercedes-Benz E-Class E450

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

2019 Mercedes-Benz E-Class E450

Arlington Heights, IL

Fair PriceLimited · 11
$29,30883,384 mi

Market: $26,876 – $29,903

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Arlington Heights, IL

2018 Mercedes-Benz S-Class S450

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

2018 Mercedes-Benz S-Class S450

Arlington Heights, IL

UnscoredLimited · 5
$29,76865,313 mi

Comparison: 5 similar vehicles

Arlington Heights, IL

2019 Mercedes-Benz GLE-Class Coupe GLE43 AMG

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

2019 Mercedes-Benz GLE-Class Coupe GLE43 AMG

Arlington Heights, IL

Fair PriceModerate · 25
$30,16880,699 mi

Market: $26,557 – $31,805

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 355 days listed (based on current market benchmarks)

Arlington Heights, IL

2022 Mercedes-Benz C-Class Sedan C 300

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

2022 Mercedes-Benz C-Class Sedan C 300

Arlington Heights, IL

UnscoredInsufficient · 3
$31,06230,571 mi

Comparison: 3 similar vehicles

Arlington Heights, IL

2021 Mercedes-Benz GLS GLS450

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

2021 Mercedes-Benz GLS GLS450

Arlington Heights, IL

UnscoredLimited · 8
$31,40893,937 mi

Comparison: 8 similar vehicles

Arlington Heights, IL

2023 Mercedes-Benz GLC 300

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

2023 Mercedes-Benz GLC 300

Arlington Heights, IL

UnscoredLimited · 7
$31,49573,439 mi

Comparison: 7 similar vehicles

Arlington Heights, IL

2019 Mercedes-Benz E-Class E450

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

2019 Mercedes-Benz E-Class E450

Arlington Heights, IL

UnscoredInsufficient · 0
$32,20053,400 mi

Arlington Heights, IL

2021 Mercedes-Benz C-Class Cabriolet C300

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

2021 Mercedes-Benz C-Class Cabriolet C300

Arlington Heights, IL

UnscoredInsufficient · 0
$32,40852,486 mi

Arlington Heights, IL

2023 Mercedes-Benz C-Class Sedan C 300

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

2023 Mercedes-Benz C-Class Sedan C 300

Arlington Heights, IL

Fair PriceModerate · 35
$33,26820,679 mi

Market: $30,877 – $38,396

Comparison: 35 similar vehicles

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

Arlington Heights, IL

2022 Mercedes-Benz Metris Cargo Van Base

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

2022 Mercedes-Benz Metris Cargo Van Base

Arlington Heights, IL

UnscoredInsufficient · 0
$33,29525,625 mi

Arlington Heights, IL

2025 Mercedes-Benz GLA GLA250

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

2025 Mercedes-Benz GLA GLA250

Arlington Heights, IL

UnscoredLimited · 6
$33,96217,600 mi

Comparison: 6 similar vehicles

Arlington Heights, IL

2024 Mercedes-Benz CLA 250

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

2024 Mercedes-Benz CLA 250

Arlington Heights, IL

UnscoredLimited · 10
$34,20816,672 mi

Comparison: 10 similar vehicles

Arlington Heights, IL

2019 Mercedes-Benz GLE-Class Coupe AMG GLE63 S

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

2019 Mercedes-Benz GLE-Class Coupe AMG GLE63 S

Arlington Heights, IL

Great DealLimited · 11
$34,26890,386 mi

Market: $39,620 – $88,866

Comparison: 11 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 16 days listed (based on current market benchmarks)

Arlington Heights, IL

2019 Mercedes-Benz GLE-Class AMG GLE43

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

2019 Mercedes-Benz GLE-Class AMG GLE43

Arlington Heights, IL

UnscoredInsufficient · 0
$34,46230,446 mi

Arlington Heights, IL

2021 Mercedes-Benz GLC Coupe GLC300

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

2021 Mercedes-Benz GLC Coupe GLC300

Arlington Heights, IL

UnscoredInsufficient · 0
$34,67331,268 mi

Arlington Heights, IL

2022 Mercedes-Benz C-Class Sedan C 300

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

2022 Mercedes-Benz C-Class Sedan C 300

Arlington Heights, IL

UnscoredInsufficient · 0
$34,9628,403 mi

Arlington Heights, IL

2024 Mercedes-Benz GLC 300

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

2024 Mercedes-Benz GLC 300

Arlington Heights, IL

Fair PriceModerate · 25
$35,30834,430 mi

Market: $32,488 – $39,694

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 346 days listed (based on current market benchmarks)

Arlington Heights, IL

2024 Mercedes-Benz GLC 300

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

2024 Mercedes-Benz GLC 300

Arlington Heights, IL

Fair PriceModerate · 25
$35,30838,446 mi

Market: $32,488 – $39,694

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 346 days listed (based on current market benchmarks)

Arlington Heights, IL

2016 Mercedes-Benz GLE-Class Coupe GLE63 S AMG

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

2016 Mercedes-Benz GLE-Class Coupe GLE63 S AMG

Arlington Heights, IL

UnscoredInsufficient · 0
$35,96269,146 mi

Arlington Heights, IL

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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