lead_processing · manufacturing · workflow
NY Auto Broker uses Beside AI receptionist to qualify leads and save 20–25 hours per week
Joey Youssef ran a solo automotive brokerage where 40–60 inbound calls per week consumed 20–25 hours of his time, with many calls being low intent, repetitive, or poorly timed, causing constant interruptions and making it impossible to protect focus or operate as a scalable business.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Inbound call arrives
NY Auto Broker receives 40–60 inbound calls per week from prospective customers.
Tools used
Beside
Outcome
With Beside handling inbound calls, Joey saves an estimated 20 to 25 hours every week, his calendar is filled with high-intent appointments only, and a daily recap captures every interaction, eliminating end-of-day chaos and forgotten follow-ups.
Results
Time saved20 to 25 hours every week
Volumehigher-quality leads
Grounding & classification
Source type: vendor customer story
21 fields verified against source quotes, 2 dropped as unverifiable.
ai receptionistconversational aicall recordingmetric backednamed customerproduction runtime claimedtools describedworkflow describedautomotivedeflection rateemployee productivitytime savedvendor customer storyappointment schedulinglead processingsales opsintake to triagevoice call handling