Niche theories · and what actually happened
No outcome data yet — nothing has been sent.
Everything in the “measured” columns below is genuinely zero, not a placeholder. Numbers only appear once
real emails go out, which needs the Resend sending domain. Until then treat every hypothesis here as
untested: they are the agent's reasoning about the market, not evidence about it.
Deals — measured
| Deal | Leads assigned | Sent | Clicked | Replied | Booked | Reply rate | Read |
|---|---|---|---|---|---|---|---|
| Private owner — single vehicle terms unset — blocked |
0 | 0 | 0 | 0 | 0 | — | not tested yet |
| Fleet — wholesale programme terms unset — blocked |
36 | 0 | 0 | 0 | 0 | — | not tested yet |
| Dealership — volume recon programme terms unset — blocked |
162 | 0 | 0 | 0 | 0 | — | not tested yet |
| Small multi-vehicle — bundle terms unset — blocked |
37 | 0 | 0 | 0 | 0 | — | not tested yet |
| Site — first-time customer terms unset — blocked |
0 | 0 | 0 | 0 | 0 | — | not tested yet |
| Site — monthly maintenance plan terms unset — blocked |
0 | 0 | 0 | 0 | 0 | — | not tested yet |
| Standard — no discount | 433 | 0 | 0 | 0 | 0 | — | not tested yet |
Subject lines
Nothing sent yet, so no subject line has data. Each lead is assigned one variant deterministically (same person always sees the same line), and the winner is judged on clicks and replies — not opens. Open rate is close to meaningless now: Apple Mail Privacy Protection pre-fetches images and reports opens that never happened, and a tracking pixel is itself a spam signal. Clicks and replies are actions a real person took.
The bank being tested
40 lines across 12 templates. Written short (under ~50 characters so phones don't truncate them), question-led where there's a real pain to name, and plain enough to read like mail from a person rather than a campaign.
| Template | Variants in rotation |
|---|---|
| dealership · step 1 | Question about recon turnaround {{company}}'s delivery details Losing lot days to detailing? Detailing that comes to your lot |
| dealership · step 2 | Re: recon turnaround Quick one on delivery days Still sending cars out to detail? |
| dealership · step 3 | Closing your file? Last note on detailing Should I stop reaching out? |
| exec · step 1 | Detailing that comes to you Your car, done in your driveway Worth an afternoon at a car wash? Mobile detailing in {{city}} |
| exec · step 2 | Re: your car Sun and salt air on paint Quick follow-up |
| exec · step 3 | Last note Closing the loop Should I stop emailing? |
| fleet · step 1 | On-site washing for {{company}} Fleet washing without downtime Vans off the road for cleaning? Question about your fleet schedule |
| fleet · step 2 | Re: the {{company}} fleet Your vans are seen all day Quick thought on fleet upkeep |
| fleet · step 3 | Closing the loop on {{company}} Last note from me Should I close your file? |
| general · step 1 | Detailing without the drop-off We come to you Question about your car Mobile detailing in {{city}} |
| general · step 2 | Re: detailing We handle it while you work Quick follow-up |
| general · step 3 | Closing the loop Last one from me Should I close your file? |
Niches by deal
Dealership — volume recon programme
| Niche | Hypothesis | Predicted | Leads | Sent | Clicked | Replied | Booked | Outcome |
|---|---|---|---|---|---|---|---|---|
| Inland Empire Fleet Lease Return Centers Riverside, San Bernardino, Fontana (92501, 92410, 92335) |
They may have existing contracts with national vendors; we need to offer flexibility and local presence to compete. | speculative | 14 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: Car Rental; Title: Fleet Manager; Location: Riverside, CA; Fleet size: 100+ | ||||||||
| LA Independent Used Car Dealers (High Volume) Los Angeles (Van Nuys, Long Beach, El Monte) |
They are price-driven and may have in-house detailers; we can win on speed and quality, but they might churn. | moderate | 22 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: Used Car Dealers; Title: Owner/GM; Location: Los Angeles, CA; Inventory: 50+ vehicles | ||||||||
| OC Luxury Car Dealerships (New & Pre-Owned) Newport Beach, Irvine, Anaheim Hills (92660, 92618, 92808) |
They may have strict brand standards and require insurance; we expect high interest but long approval processes. | moderate | 39 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: New Car Dealers; Title: Detail Manager; Location: Newport Beach, CA; Brand: Luxury (e.g., BMW, Mercedes) | ||||||||
Fleet — wholesale programme
| Niche | Hypothesis | Predicted | Leads | Sent | Clicked | Replied | Booked | Outcome |
|---|---|---|---|---|---|---|---|---|
| Inland Empire Last-Mile Delivery Fleets Ontario, Riverside, San Bernardino (91761, 92507, 92408) |
They might see detailing as a luxury, not a necessity; we expect low response unless we emphasize ROI on vehicle longevity. | speculative | 1 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: Trucking; Title: Fleet Manager; Location: Ontario, CA; Fleet size: 10-100 | ||||||||
| LA Production Company Crew Vans Los Angeles (Hollywood, Burbank, Culver City) |
They may have irregular schedules and budget constraints, but volume could be high; we expect moderate interest but long sales cycles. | moderate | 0 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: Motion Pictures; Title: Fleet Manager; Location: Los Angeles, CA; Company size: 20-200 | ||||||||
| Orange County Medical Device Sales Fleets Irvine, Lake Forest, Aliso Viejo (92618, 92630, 92656) |
They may already have a corporate car wash contract; we need to undercut on convenience and quality to win. | speculative | 0 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: Medical Devices; Title: Fleet Manager; Location: Irvine, CA; Company size: 50-500 | ||||||||
Private owner — single vehicle
| Niche | Hypothesis | Predicted | Leads | Sent | Clicked | Replied | Booked | Outcome |
|---|---|---|---|---|---|---|---|---|
| Inland Empire Luxury Homeowners (Gated Communities) Diamond Bar, Chino Hills, Corona (91765, 91709, 92880) |
This segment may be less accustomed to mobile detailing and could be skeptical of quality; we expect lower response but high booking when they do. | speculative | 0 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Homeowner; Location: Diamond Bar, CA; Home value: $1M+ (via property data) | ||||||||
| Beverly Hills Independent Wealth Advisors Beverly Hills, West Hollywood, Century City (90210, 90048, 90067) |
They may be price-sensitive despite wealth, but the convenience angle could win; we expect moderate interest but low urgency. | speculative | 0 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: Financial Services; Title: Founder/Principal; Location: Beverly Hills, CA; Employee count: 1-10 | ||||||||
| Newport Beach Boutique Litigation Partners Newport Beach, Corona del Mar, Irvine (92660, 92625, 92612) |
Partners will respond to a concierge-style pitch, but many may already have a regular detailer; we expect moderate conversion. | moderate | 0 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: Legal; Title: Partner; Location: Newport Beach, CA; Company size: 2-50 | ||||||||
Small multi-vehicle — bundle
| Niche | Hypothesis | Predicted | Leads | Sent | Clicked | Replied | Booked | Outcome |
|---|---|---|---|---|---|---|---|---|
| Inland Empire Real Estate Brokerages (Small Offices) Corona, Temecula, Murrieta (92879, 92591, 92562) |
They may be price-sensitive and see detailing as an individual expense; we expect moderate interest if we pitch it as a team perk. | moderate | 0 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: Real Estate; Title: Broker; Location: Corona, CA; Office size: 5-15 agents | ||||||||
| LA Boutique Architecture Firms (Multi-Vehicle) Culver City, Santa Monica, Downtown LA (90232, 90401, 90013) |
They may not have a budget for regular detailing, but a bundled rate could appeal; we expect moderate interest. | moderate | 0 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: Architecture; Title: Principal; Location: Culver City, CA; Employee count: 5-20 | ||||||||
| Irvine Tech Startups (Small Teams) Irvine, Costa Mesa, Tustin (92618, 92626, 92780) |
They may be too busy to think about detailing, but a simple pitch could resonate; we expect low response but high conversion when they bite. | speculative | 0 | 0 | 0 | 0 | 0 | not tested yet |
| Search: Industry: Software; Title: CEO; Location: Irvine, CA; Employee count: 2-20 | ||||||||
A “predicted: speculative” niche that books is worth more than a “strong” one that doesn't — the point is to find out cheaply, so send a small batch into several before committing volume to any.