🏆 Top closer · 2026-W21
Rayan Elk
3 onboardings completed this week
3 closed
Weekly Pre-Read · 2026-W21
Driver Acquisition Overview
18.–24. Mai 2026
Posted Sunday evening before the Monday meeting. Scoreboard auto-pulled from the portal database; everything else owner-written.
Scoreboard
Onboardings completed
10
Goal 15
Behind by 5
Calls logged
955
Pipeline movement
2,191
Onboardings completed
10
onboardings · KW 21
| Name | Phone | Closer | Completed |
|---|---|---|---|
| Björn Karnapke · Groß-Gerau | +49 173 8032483 | Jonas Langlets | Fr 22. Mai · 15:54 |
| Ingo Zimmermann · Kreisfreie Stadt Freiburg im Breisgau | 01712899920 | Lewis McLaren Gibson | Fr 22. Mai · 12:33 |
| Ivan Hriberski · Ludwigsburg | +49 7143 2089251 | Sini Hattuniemi | Fr 22. Mai · 10:15 |
| Khalifa Khalifa · Kreisfreie Stadt Baden-Baden | 01772669637 | Rayan Elk | Fr 22. Mai · 07:29 |
| masir abdul · Kreisfreie Stadt Leipzig | 015901437900 | Rayan Elk | Do 21. Mai · 15:08 |
| Fabio Nhagumbe · Kreisfreie Stadt Halle | 015785257724 | Gabriel Christ | Do 21. Mai · 13:41 |
| Witali Petkau · Neckar-Odenwald-Kreis | +49 15253791413 | Oskar Schittelkop | Di 19. Mai · 09:06 |
| Wahid Nasimi · München | 01794945687 | Rayan Elk | Mo 18. Mai · 12:03 |
| Salvatore Quattrocchi · Konstanz | +4915153736483 | Jémaro Nausedat | Mo 18. Mai · 09:36 |
| Mustafa Kisa · Karlsruhe | 01606348454 | Lewis McLaren Gibson | Mo 18. Mai · 08:01 |
| — no completions for this week — | |||
Goals · onboardings completed
2026-W21 · this week
18.–24. Mai
15
target onboardings
10 done · Behind by 5
2026-W22
25.–31. Mai
15
target onboardings
2026-W23
1.–7. Jun
TBD
target onboardings
2026-W24
8.–14. Jun
TBD
target onboardings
Strategy review
The four success factors below are the levers that move the funnel. Every workstream we run should map to at least one. If it doesn't, we should question why we're doing it.
Stranger→Applicant→Committed→Onboarding→Plated→Active
▲SF 1Acquisition
▲SF 2Belief
▲SF 3Friction
▲SF 4Time-to-Activate
SF 1
Acquisition Volume + Quality
Stranger → Applicant
Getting enough of the right people to apply in the first place.
What it measures
- How many applications come in per week.
- How many of them are qualified (legal age, valid licence, in the right region, etc.).
- What it costs us to bring in each qualified applicant.
Why it matters
Even the world's best onboarding can only convert from the pool you have. If we have 100 applicants per week with poor fit, we'll never scale to 200 active drivers regardless of how efficient the rest of the funnel is. Volume alone isn't enough — we need volume of people who could actually become drivers.
Where we’d intervene
Acquisition channels (Meta, TikTok, Indeed, StepStone, Google search intent); demographic targeting (existing freelancers, Polish-speaking residents, retirees); referral programs.
SF 2
Driver Belief + Commitment
▲ Secondary problem
Applicant → Committed (reinforced throughout)
Once someone has applied, do they actually believe it's worth doing the work to push through? This is the psychological battle, not the operational one.
What it measures
- Conversion from initial application to first real action (returning a call, uploading a document, attending a webinar).
- Engagement during onboarding (response rate to messages, calls answered, deadlines met).
- Self-reported reasons for dropping out.
Why it matters
SF 3 (friction) is about how hard the process is. SF 2 (belief) is about how much willingness the driver brings. The same level of friction will kill drivers who don't believe it'll pay off, and be tolerated by drivers who do. You can spend everything on reducing friction and still lose if applicants don't believe the income on the other side is real. Trust is the multiplier that determines whether the SF 3 work actually pays off.
Where we’d intervene
Buddy system (pairing new applicants with active drivers); testimonials with real income data; AI calling for nudges and reminders; income guarantees; tranched sign-up bonuses; the registered-car trust-ladder pilot.
SF 3
Funnel Friction — Time + Effort to Complete Steps
▲ Top problem
Onboarding → Plated
Getting committed applicants through the bureaucratic gauntlet (questionnaire → documents → Gewerbe → insurance → red plates).
What it measures
- Conversion rate at each step of the onboarding flow.
- Median time from signup to plates received.
- Drop-off rate per step.
Why it matters
This is where most drivers currently die. 168 people uploaded documents in the last cohort, 2 finished. The bureaucratic process (Gewerbeanmeldung, Führungszeugnis, Versicherung, Zulassungsstelle approval) takes 3–6 weeks of friction-heavy effort, and most people give up partway. Reducing friction here directly determines our throughput.
Where we’d intervene
Concierge onboarding service; §76 FZV exception applications; friendly Zulassungsstelle mapping; the new onboarding workflow; Rahmenvertrag templates that satisfy the authorities.
SF 4
Time-to-Activate
Plated → Active
Once a driver has the red plates in hand, how fast do they actually do their first gig and become productive?
What it measures
- Median days from plates received to first gig.
- % of newly plated drivers who go active within 7 / 14 / 30 days.
- "Ghost activation" rate — drivers who get plates but never do a single gig.
Why it matters
This is the post-onboarding cliff most companies miss. We could onboard 200 drivers in July, but if half of them never actually take a gig, the August numbers fall apart. Two failure modes: (a) the driver has plates but Bahn doesn't supply them with a gig fast enough, and they drift; (b) the driver gets plates but realises they don't actually want the job. Both are recoverable, but only if we measure them.
Where we’d intervene
Pre-booked first gigs (reserved during onboarding); guaranteed gig minimum in the first 14 days; geographic prioritisation (don't activate drivers where we don't have gig flow); in-person handoff at the first gig.
Breakthrough bets in flight
We haven't had a breakthrough yet — the current funnel still leaks badly between Applicant and Plated. Three big projects in flight could change that. Each is a structural change rather than incremental optimisation: if any one of them lands, the funnel math changes by 5–10×, not 10–20%.
AI calling
SF 1 + SF 2
What it is
Replace or augment human callers with AI agents (currently testing telli as provider). The plan: a strong generic inbound + outbound agent first, then stage-specific specialists trained to maximise conversion at each step.
Why it could be a breakthrough
Speed-to-lead under 60 seconds and 24/7 coverage are things humans can't match. If agent quality reaches ~95% of human, we unlock continuous outreach across the backlog without hiring 10 more callers — and we can finally serve inbound the moment it arrives, when intent is highest.
Status
telli engineers in office this week to push quality. Goal: 95% of where it needs to be by end of day Tuesday, then scale to additional use cases.
POA-based onboarding funnel
SF 3
What it is
A concierge-style flow where Bahn Express handles Gewerbeanmeldung, Versicherung, and the Zulassungsstelle interaction for the driver via a Power of Attorney. The driver only needs to bring the Polizeiliches Führungszeugnis and the GZR excerpt.
Why it could be a breakthrough
SF 3 (friction) is the biggest funnel killer today — last cohort: 168 doc uploads, 2 finished. Taking three of the four bureaucratic steps off the driver's plate should turn 3–6 weeks of friction-heavy effort into roughly 2 weeks of waiting. If that conversion step moves from low single digits to >50%, the whole funnel re-shapes.
Status
Leevi focused hard until Wednesday. Expected to go live promptly after and become the default flow for new applicants.
Plate factory approach
SF 3 (structural)
What it is
Register drivers' businesses in regions where the local Zulassungsstelle issues red plates to car transporters without requiring a full dealership setup (no parking lots, no police registry / GZR for business registration). Identify a small set of friendly Zulassungsstellen and route all drivers in their catchment through them.
Why it could be a breakthrough
Today the dealership requirement is the single biggest legal hurdle — it forces every driver to set up infrastructure they don't need. Even 3–4 friendly Zulassungsstellen would expand the addressable applicant base from "people willing to register as KfZ-Handel" to "anyone with a driving licence and a clean record". This is the only one of the three bets that lifts the ceiling of who can become a driver.
Status
Outreach + documentation in progress. Gabriel + Deniz dedicated to calling and mapping Landesämter and ZLGs. Tracking in the ZLG tracker.
Updates
- HR this + next week:
- 2 Sales (Robert + Oskar).
- 2 Driver acquisition (Rayan + Lennart):
- Sales person — owning all outbound, starting from bottom of funnel.
- Rayan — inbound.
- 2 Plate factory (Gabriel + Deniz) — calling + documenting Landesämter and ZLGs.
- AI use cases + Mayor lobbying (Jemaro).
- POA onboarding + plate factory / exception approach (Felix).
- Reducing ad budget by half until the new POA funnel is live — saves cost and uses money more efficiently in the interim.
Priorities
- Finalize last details with Sicher Sicher insurance.
- Almost everything is clear, but still needs confirmation on whether non-car-dealers would be insured. Review by Mr Hawranke is pending.
- Get out the POA onboarding workflow (expected Wednesday) ASAP, then route traffic there.
- Leevi is focused on this hard-core until Wednesday. Expected to go live promptly after.
- Get a generic inbound + outbound AI call-center agent to strong quality, then develop stage-specific use cases.
- Call quality has been good — strong potential to cut caller effort. AI is not yet perfect but moving in the right direction.
- Today (Tue 26 May), telli engineers are in office to max quality. Goal: get agent quality to 95% of where it needs to be and be positioned to scale to further use cases by end of day.
- Approach: build a strong generic inbound/outbound agent first, then layer in stage-specific agents trained to maximize applicant conversion to the next stage.
- Keep improving the activation motion for Tier 0 and Tier 1.
- Tier 0:
- Day-7 activation rate is only 30%. Goal: 100% of drivers activated within 7 days.
- Slight improvement at the start, now stalling.
- Need to push more aggressively — try new ways to engage drivers faster, reach them quicker, get them gigs sooner.
- Tier 1:
- 4–5 drivers activated, with a ca. 10% activation rate.
- Next: scale up further and find more aggressive ways to improve the activation rate.
- Tier 0:
- Get lawyer insights ASAP on the legal possibilities and boundaries of recommending drivers register as a "KfZ-Handel" to apply for red plates (expected end of week).
- Keep improving the webinar.
- Bundesagentur für Arbeit (Job Center) pilot.
- Bundesagentur regional offices hand out lists of recommended programs to laid-off and at-risk workers — the opportunity is for Bahn Express to become a recommended "self-employed retraining" path.
- Particularly relevant for laid-off auto workers (VW restructuring, BMW Munich) — pre-qualified candidates: car-savvy, time-rich, business-mindset, motivated.
- High-trust intro: applicants arriving via a Bundesagentur recommendation are dramatically more committed than Meta-click applicants.
Decisions needed
No decisions queued for Monday.
If one is bubbling, drop it into
content.json before Sunday 20:00 — it'll get its own slot in the meeting.