CarEdge AI Saved Buyers $84.5 Million and Counting

Analysis of 163,096 CarEdge AI dealer outreach sessions from July 2025 to Nov 10, 2026, including message volume, channel responsiveness, and verified pricing savings from the CarEdge AI car buying agent.

Real dealer outreach. Real savings. Real time saved.

Savings Momentum

CarEdge AI buyers added $291.1k in savings on Nov 10. Last 7 days: $2.55M.

Last updated through Nov 10, 2026 (daily refresh).

Momentum cooling

CarEdge AI 90-day cumulative savings trend

Selected: Nov 10
Aug 13Nov 10
Nov 10, 2026
Daily savings: $291,144
Cumulative savings: $84.5M

Last 14 Days

$5.4M

Cumulative savings generated

Daily Average

$385.3k

Per day over trailing 14 days

Best Day (14d)

$572.3k

Nov 2, 2026

24-hour growth

+$291.1k

Captured by CarEdge AI in the latest full reporting day.

AI usage growth

163,096

cumulative CarEdge AI negotiations

Last 7 days: 1,925 sessions and $2.55M in buyer savings.

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Total vehicle value negotiated through CarEdge AI

$1.70B+

and growing every day as more buyers use CarEdge AI to negotiate their next car purchase

$84.5M
Total Saved
163,096
CarEdge AI Negotiations
1,535,591
Agent Messages Sent
755,165
Buyer Hours Saved
$2,658
Avg Savings (Wins)
$2.55M
Savings in Last 7 Days
1,678,474
Dealer Reply Messages
65%
Any Dealer Response

Dealer Responsiveness by Channel

Every CarEdge AI outreach is counted as a negotiation. This view shows channel mix, response rates, and speed.

Agent email sent

772,712

Dealer email replies: 875,015

Agent text sent

762,879

Dealer text replies: 803,459

Email response rate

67%

Deals with email outreach that got an email response

Text response rate

56%

Deals with SMS outreach that got an SMS response

Avg response time

18.4h

Any dealer response (all channels)

Email-only response time

20.9h

Deals using only email outreach

Text-only response time

20.1h

Deals using only text outreach

Avg touches per negotiation: 9.4 agent messages. First OTD response averages 37.1h. 1,086 sessions received at least one OTD in the last 7 days.

The Persistence Premium

Every additional negotiation round increases your savings. Most buyers accept the first counteroffer. AI doesn't.

2 Rounds
$1,405avg savings
3 Rounds
$2,231avg savings
4+ Rounds
$3,313avg savings

💡 Buyers who go 4+ rounds save $1,908 more than those who stop at 2 rounds

How Much Did Buyers Actually Save?

Distribution of savings across all CarEdge AI multi-quote negotiations.

6,379
17%
$0
11,840
31%
$1-$1k
12,661
33%
$1k-$3k
4,087
11%
$3k-$5k
3,213
8%
$5k+

19% of negotiations saved $3,000 or more

Time is Money

AI Doesn't Get Tired

While you sleep, CarEdge AI negotiates. While you work, it follows up. It doesn't get emotional, doesn't get discouraged, and works 24/7 to get the best deal.

755,165
hours returned to buyers (telemetry-based)

Your Time, Reclaimed

Across 163,096 negotiations, CarEdge AI has already handled 1,535,591 dealer touches for buyers.

18,879
full-time work weeks saved

What AI Fights For You

CarEdge AI doesn't just negotiate price — it fights hidden fees and unwanted add-ons. Here's what it helps remove:

$281
avg add-ons removed per negotiation

Most Commonly Negotiated Add-Ons

Accessories
~$1,201 avg
In 2,689 negotiations
Protection Plan
~$1,357 avg
In 2,096 negotiations
Theft Protection
~$721 avg
In 2,087 negotiations
Paint Protection
~$913 avg
In 1,696 negotiations
Window Tint
~$560 avg
In 1,268 negotiations
Wheel Locks
~$248 avg
In 440 negotiations

💡 These add-ons often appear in initial quotes but can be removed or reduced through negotiation

State-by-State Negotiation Power

Top 15 states by total CarEdge AI negotiation savings. Win Rate = % of multi-quote negotiations that achieved a price reduction.

StateNegotiationsAvg SavingsWin RateTotal Savings
California9,288$2,83083%$11,712,472
Texas7,743$2,85582%$9,638,593
Florida6,014$2,73983%$7,733,526
Georgia2,493$2,76184%$3,377,291
Arizona2,330$3,05082%$2,894,884
Illinois2,902$2,35981%$2,780,984
Pennsylvania2,644$2,27784%$2,573,432
Washington1,750$3,38085%$2,372,432
New Jersey2,114$2,51783%$2,270,547
North Carolina2,355$2,19581%$2,162,225
Virginia2,327$2,06781%$2,048,111
Ohio2,082$2,27582%$1,979,095
New York2,011$2,10183%$1,766,526
Colorado1,425$2,94084%$1,740,543
Maryland1,839$2,19782%$1,740,181
Tennessee1,239$2,44386%$1,294,733
Massachusetts1,281$2,61380%$1,275,377
Oklahoma711$4,77775%$1,194,217
Wisconsin1,061$2,66182%$1,176,265
Oregon862$3,42884%$1,141,550
Michigan1,234$2,33182%$1,086,335
Indiana961$2,58886%$1,040,547
Nevada679$3,68582%$983,888
Minnesota866$2,78285%$934,752
Missouri928$2,67977%$905,558
Connecticut838$2,41084%$872,532
South Carolina924$2,21282%$862,772
Utah840$2,39685%$807,511
Alabama777$2,44282%$764,276
Louisiana587$2,70685%$684,556
Kansas412$2,99982%$464,832
Kentucky580$1,95780%$442,322
Idaho410$2,64083%$406,609
New Hampshire368$2,59882%$387,029
Arkansas316$2,84578%$352,822
Iowa413$2,28080%$307,756
New Mexico313$2,66685%$290,620
Montana179$4,64378%$255,388
Maine178$3,26584%$248,115
Hawaii205$3,39181%$233,975
Delaware216$2,33681%$203,190
Nebraska224$2,67778%$198,092
Mississippi311$1,72280%$177,353
South Dakota110$4,54584%$145,441
Wyoming95$3,70678%$114,877
West Virginia163$1,65289%$113,959
Rhode Island126$2,02279%$103,145
Vermont143$1,53785%$89,137
Alaska58$5,04583%$75,675
North Dakota91$2,73576%$68,365

The $84.5 Million Question

That's a Lot of Cars

$84.5 million is enough to buy approximately 3,019 Honda Civics at $28,000 each. Or 3,019 families could upgrade from LX to EX trim.

Stack It Up

If you stacked $84.5 million in $100 bills, it would be approximately 303 feet tall. That's taller than a skyscraper!

Key Findings

AI Persistence Pays Off

Buyers who let AI negotiate multiple rounds save $2,658 on average. That's not pocket change — that's a real impact on your budget.

Time is Your Most Valuable Asset

755,165 hours saved equals 18,879 work weeks. That's time you'd never get back if you negotiated manually.

Hidden Fees Add Up

AI doesn't just fight on price — it targets doc fees, add-ons, and other hidden charges. $284 in average combined fee reductions.

The Market Moves Fast

In just the last 7 days, CarEdge AI ran 1,925 negotiations and captured $2.55M in buyer savings. Pricing and dealer behavior shift daily, so starting earlier gives AI more room to win concessions for you.

Ready to Let AI Negotiate Your Next Car Purchase?

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Methodology

Negotiation Definition: Any CarEdge AI dealer outreach session counts as one negotiation. Outreach sessions come from our AI deal telemetry stream.

Savings Calculation: Savings are calculated from VIN-level quote groups: highest quoted price minus final quoted price (with trade value normalized back into gross price). This requires multi-quote history for the same vehicle.

Time Saved: Uses observed customer time-saved telemetry from negotiation workflows. If telemetry is unavailable, we use conservative round-based estimates.

Responsiveness Metrics: Email/SMS response rates measure the share of outreach deals that received at least one dealer response on that same channel.

Data Validity: Quote-level savings include only valid OTD prices ($0-$500k). Outlier filtering and channel safeguards are applied before aggregation.