>automotive AI consulting for dealer groups

Bring backthe be-backs.With AI you own.

BeBack AI designs, writes and runs the AI that answers shoppers in seconds, puts every lead in your CRM with a name, and proves it from the first tap to the sold car. On your cloud. Your code.

  • Wired into your CRM
  • Runs on your own cloud
  • You own the code

Built and running in production for a large dealer group. Pilot, 2026

We speak dealer
be-backVDProoftopGet Today's Pricethe worklistfound and soldstore scorecardsource P&Lmonthly pacingwhy didn't they bookADFplacement checkdealer deskconquest emailtap to saleROAS
What we actually built

The command center, drawn from the real thing.

A cartoon of the software we built and run for a dealer group. Click through it: the tap-to-sale funnel, the store scorecard, the worklist, trade-in offers, and plain-English answers from the CRM. Illustrative only, no live dealer data.

beback://group-desk / all rooftops
Interactive demoFreshness-stamped
Auto tour
Tap-to-sale funnelEvery step tracked

Every shopper is followed from the vehicle page to the CRM deal and the sale, so spend is judged on sold cars, not clicks.

VIEWVehicle page, button shown
TAPGet Today's Price
LEADIn your CRM, name filled in
SOLDTap joined to the deal
Lead tapeStreaming
  • SOLDTap joined to the sale
  • FOUNDMatched to an open deal
  • LEADLead in your CRM, name filled in
  • TEXTAI reply sent to the shopper
Fake buyer flaggedImpersonation pattern caught before anyone spent a callback on it.
Our chat agentText line
Illustrative view. No live dealer data is shown on this page.beback://group-desk v1
We write the code

AI coding is the work. You own what we write.

Everything in the command center above is software we designed, wrote, tested and run ourselves. It lives in your cloud account, under your name, and you can take it in-house any time.

  • >Your cloud, your repository, your data
  • >Automated tests before every release, alert policies on every critical path
  • >A placement check every hour keeps the button on the page
  • >No seats to rent and no lock-in
Text-to-buy build1,964 commits since 7/7Pilot, 2026
text_line.flowRunning
> running: waiting for a tap
✓tests passing✓alerts clean✓button on the page
What we do

Six services. Every one backed by code we run.

We are a consulting firm, not a software subscription. Every service is backed by software we wrote and run in production for a dealer group, so the advice has already met a real sales floor.

svc/auditWhere we start

AI strategy and audit

Where AI actually pays in your group, what data you already own, and which vendor bills to keep, replace or stop. A ranked plan before anyone writes code.

Grounded in AI we run in production today.
svc/textIn production

Text-to-buy

A Get Today's Price button on your vehicle pages. The shopper taps and texts, an AI replies in seconds, and the lead lands in your CRM with the name filled in.

live since 8/24 across nine rooftopsPilot, 2026
svc/crmIn production

CRM intelligence

Plain-English answers and store scorecards across every rooftop, from your CRM data. Every number checked against calculated data and freshness-stamped, with fake buyers flagged.

Pilot, 2026
svc/tradeReadiness-tested

Trade-in pricing

A dealer-owned "get a real offer" site and valuation engine, with a dealer desk for your buyers. Trade-ins come to your desk, not a vendor's.

20 of 20 vehicles valued, 0 refusalsPilot, 2026
svc/attribIn production

Tap-to-sale attribution

We join a shopper's tap to the CRM deal and to the sale, so ad spend is judged on sold cars, not clicks.

every one found in the CRM; 1 soldPilot, 2026
svc/runIn production

Run and operate

On your own cloud, monitored and tested. We keep it running, and you own all of it: the code, the account and the data.

Pilot, 2026
Today vs with BeBack AI

Same shopper. Two very different nights.

A shopper studies a car on your site late at night and leaves saying they will be back. Here is what usually happens next, and what happens with the AI we build.

Today

The form nobody fills out

A long form and a wait for a callback. The shopper leaves the page, and often the lot.

With BeBack AI

One tap, a text back

The shopper taps Get Today's Price, gets an AI reply in seconds, and the lead lands in your CRM with a name.

Moment
Most groups today
With BeBack AI
Shopper wants a price
TodayxFills a form, waits for a callback
With BeBack AI+Taps Get Today's Price, gets an AI text back in seconds
Lead reaches the CRM
TodayxRetyped, name missing, source unclear
With BeBack AI+Lands in your CRM with the name filled in and the source tagged
A shopper waits on a reply
TodayxSits in a queue nobody sorts
With BeBack AI+Shows on the worklist, oldest first, fake buyers filtered out
A manager asks a question
TodayxWaits on an export or a vendor dashboard
With BeBack AI+Asks in plain English, gets an answer checked against calculated data and stamped with how fresh it is
A trade-in shopper wants an offer
TodayxSent to a vendor-run site
With BeBack AI+Gets a real offer on your own site, from your own valuation engine
Ad spend is judged on
TodayxClicks and form fills
With BeBack AI+Sold cars, joined from the first tap to the deal
Proof, not promises

Pilot numbers. Quoted exactly.

Every figure comes from our production work with one dealer group, quoted from the record with its date. Where a pilot has limits, we print them right next to the wins.

Quoted from production recordsDatedLimits stated
Text-to-buyPilot, 2026
30 shopper leads / 1 sold
30 shopper leads since the 8/24 go-live, every one found in the CRM; 1 sold; 0 opt-outs (as of 9/16)
Stated limitThis is a pilot: 30 leads in 29 days on one site.

One dealer website serving nine rooftops.

about 20 seconds
a real shopper went tap-to-lead in about 20 seconds (9/13)
3 to 4 seconds
Handset replies arrive in 3 to 4 seconds
60 of 60
staging held 60 of 60 concurrent conversations with zero drops (8/25)
CRM intelligencePilot, 2026
about 88,000 leads
about 88,000 leads and 2.5 million messages across all 46 stores
227 flagged
flagged 227 impersonation messages across 42 fake-buyer personas (as of 9/14)
28 findings fixed
Accuracy audit: 28 findings across 56 reports, all fixed by 9/8
14 report tabs
14 report tabs and about 75 deterministic questions
Trade-in and platformPilot, 2026
20 of 20
Readiness run 9/12: 20 of 20 vehicles valued, 0 refusals
Stated limitTrade-in pricing: no shopper traffic or real lead yet.
about $0.05
about $0.05 of AI cost per valuation
12,500 tests
12,500 automated tests at 100% coverage across the three products (9/22-9/23)
68 alert policies
68 alert policies ... read clean on 9/23
We would rather show you a small true number than a big guess. No projections and no industry averages. When a number cannot be traced and checked, it does not go on this page.
How we work

Audit. Build. Run.

Measured from tap to sale. Small pilots, real shoppers, then store by store. Nothing rolls out across the group until the numbers hold on the rooftops that tried it first.

audit()

Audit

We find where AI pays in your group before anything gets built.

  • Rooftops, vehicle pages, CRM data and vendor bills, read from what you already own
  • Every vendor sorted into keep, replace or stop paying
  • A ranked plan, each line tied to the result it should move
build()

Build

We write it on your cloud and wire it into the tools your people already use.

  • Your own cloud account, connected to your CRM
  • Pilot on one site first, measured on real shoppers
  • Roll out store by store once the numbers hold
run()

Run

We operate it, watch it and report on it in sold cars.

  • Alert policies, automated tests and freshness checks
  • A placement check every hour keeps the button on the page
  • Results reviewed from first tap to sold car
You ownThe codeThe cloud accountThe dataThe off switch
A note from the founder
Robert Cook
Founder, BeBack AI

Dealer groups do not need another login. They need the shopper who left on Saturday night to get an answer on Saturday night, and they need to know which dollar actually sold the car.

That is the work. We write AI on your own cloud, wire it into the CRM your people already use, check every number before anyone sees it, and hand you the keys.

If something will not pay, we will tell you. Sometimes the best line in the plan is the vendor bill you stop paying.

Robert Cook, Founder
FAQ

Straight answers.

The questions dealer principals and CFOs ask us first.

Are you a software vendor or a consulting firm?

A consulting firm that writes the code. We design, build and run AI for dealer groups, and every service is backed by software we built and operate in production. You are not renting seats in our product. What we build for you is yours.

Which CRM do you work with?

We work inside the CRM your stores already use. Our production work delivers leads into a dealer CRM with the shopper's name filled in, and our reporting reads from it. The audit tells you plainly what carries over to your setup before you spend anything on a build.

Where does it run, and who owns it?

On your own cloud account. The code, the data and the accounts are yours. We monitor and operate it with alert policies and automated tests, and you can take it in-house whenever you choose.

How do you prove it is working?

Every lead is joined from the shopper's tap to the CRM deal and, when it happens, the sold car. Reports are checked against calculated data and stamped with how fresh they are, and we publish a pilot's limits next to its wins.

Book an AI consult

Bring your be-backs back.

Bring one question about your stores. You leave with a straight read on where AI pays for your group, and how we would prove it from the first tap to the sold car.

AUDITWhere AI pays, what you already own, what to stop paying for
PILOTOne site first, measured on real shoppers
PROOFResults judged on sold cars, not clicks

Tell us about your group

We reply by email, usually with a few questions about your rooftops.