← All AutoCore Reports
AutoCore Customs · Growth OS

Monthly Sales Meta-Analysis — April 2026

Analysis of 66 conversations · April 1-23, 2026

April 2026 — Monthly Sales Meta-Analysis

Period: April 1-23, 2026 (23 days)

Corpus: 66 new sales conversations analyzed against the 1 Call Close Framework + SMS Sales Playbook V2 + Recovery Playbook

Purpose: Surface what's working, what's broken, and what specific updates the framework needs based on how conversations actually played out.


Executive Summary

April was a volume-solid, execution-mixed month. Lead flow was strong (66 new conversations, ~3/day), but explicit closed-won was only 3-5% with another ~35% actively engaged and the rest split between ghost/lost (15%) and quiet-active pipeline.

The framework is still directionally sound. Kevin's execution has matured substantially — the signature opener, SunTek product education, 10+2 warranty stack, and in-person pivot are all firing consistently. First-time PPF buyers (29% of pipeline) are being handled with genuine craft.

But five patterns in the April data call for specific framework updates:

  1. The 4-options presentation has replaced the 2-option structure. Kevin consistently offers 3-4 tiered packages now, not the framework's 2. This is an evolved practice the framework should catch up to.
  2. Losses to cheaper competitors are price-signal blind. Price match offers fire AFTER the loss, not before. Two clear April losses (Jay Estrela, Mahmood Khan) lost over $200-$1,000 price gaps.
  3. The $500 fleet design retainer is a measurable friction point. Chris Wubs — an actual "neighbor business" with a ready-to-go trailer project — walked over the design fee alone.
  4. Vehicle-use discovery drives custom-coverage closes. Sonya Muise's $5,999 close came from Kevin extracting "camping/trail use" early and building a custom door/quarter/rear package. The framework doesn't formalize this discovery mode.
  5. Mockup delivery is under-deployed. Only 2/66 convs in April show mockup signal vs. the February-March 2026 pattern where mockups were the emerging close accelerator. Either mockup capability is stalling or Kevin's mental model hasn't updated. Framework needs to formalize mockup as a standard stage.

Framework v2 addendum (proposed): These five updates + the previously-identified drift (colored PPF positioning, 10+2 warranty standardization, fleet playbook, STEK scrub, Hammer Them segmentation) would shift the framework from "directionally sound, tactically stale" to "data-sharpened and 2026-current."


Volume & Distribution

Daily Lead Volume

DayLeadsNote
Apr 14Tuesday — solid start
Apr 24Wednesday
Apr 36Thursday — best of first week
Apr 41Friday (Good Friday? Easter weekend)
Apr 50Saturday
Apr 63Monday
Apr 71Tuesday
Apr 83Wednesday
Apr 99Thursday — highest day of month
Apr 103Friday
Apr 113Monday
Apr 122Tuesday
Apr 133Wednesday
Apr 143Thursday
Apr 152Friday
Apr 163Monday
Apr 174Tuesday
Apr 182Wednesday
Apr 192Thursday
Apr 203Monday
Apr 212Tuesday
Apr 223Wednesday

Pattern: Thursdays consistently strongest (Apr 3, 9 spikes). Fridays and Saturdays weakest. Momentum builds through each week with mid-week peak.

Channel Split

Consistent with the 90-day average. The signature SMS opener "Hey [Name] it's Kevin... was that you?! 😂" fired in 36 of these convs (55%).

Service Mix (conv may carry multiple)

ServiceCount% of convs
PPF (clear)2944%
Ceramic coating1218%
Vinyl wrap1117%
Window tint812%
Lighting34.5%
Colored PPF34.5%
Chrome delete11.5%
Fleet graphics11.5%

Colored PPF is underserved in the April data vs. the 90-day rolling average (26 mentions / 218 = 12%). This suggests Kevin's upsell frame ("Option A vinyl vs Option B colored PPF") may be firing less consistently in April than it did in Feb-Mar. Worth monitoring.


Avatar Distribution (Data-Grounded)

AvatarShare (April)90-day baselineDrift
Avatar 1 — New-Vehicle Protector29% (19 convs)~30-35%On-target
Avatar 2 — Enthusiast / Expressionist36% (24 convs)~10-15%Higher than baseline
Avatar 3 — Commodity Service Shopper26% (17 convs)~25-30%On-target
Avatar 4 — Fleet / Commercial9% (6 convs)<2%Higher than baseline

Notable shift: Avatar 4 (Fleet) doubled-plus from baseline — 9% of April pipeline vs. <2% across the 90-day window. This suggests fleet-intent leads are already starting to flow even without the dedicated fleet LP being live. The organic demand is there.

Also notable: Avatar 2 (Enthusiast) is running ~2× baseline. This could be driven by (a) classifier over-weighting toward vehicle brand signals, (b) actual seasonal shift (spring = build-your-show-car mode), or (c) data-coverage bias toward richer conversations where enthusiast signals surface.


Wins of the Month

Win 1 — Claude Miron (Apr 1) · $3,299 · Tesla 2026 Model Y · Avatar 1 → NVP

What happened: Friend of existing customer (Roy, previous AutoCore install). First-time PPF. Black paint.

Kevin's framing that worked: "Black is the hardest colour to keep looking clean. Every swirl, every chip, every water spot shows. The ceramic coating on Option 2 isn't just an add-on, it makes the entire car hydrophobic."

Why it converted: Referral trust + color-specific urgency + Kevin's explicit recommendation ("Option 2, the sweet spot") + 4-option structure letting Claude self-select the comfortable tier.

Framework pattern: NVP + color-specific discovery + recommended-tier framing.

Win 2 — Sonya Muise (Apr 9) · $5,999 · Nissan Armada (black) · Avatar 1 → NVP with custom scope

What happened: Referral (Lance Alarie). First-time PPF. Concerned about tree branches on narrow trails while camping. Plans to keep 8+ years. Outside parking full sun.

Kevin's framing that worked: "Since you're planning to keep it 8+ years and using it for camping/trails, I'd build this a bit differently than a typical front-end package. I'd focus on full front + doors + rear quarters + lower panels. That way you're actually protecting how you use the vehicle, not just the standard areas."

Why it converted: Use-case discovery drove a custom coverage package rather than off-the-shelf front-end. Kevin built something that matched her reality (trail contact, UV oxidation on black paint outside).

Framework pattern: This is the missing "use-case custom-scoping" path the framework should formalize — discovery that extends beyond generic 4 W's into vehicle-use context to justify premium custom packages.

Win 3 — Aaron Eseo (Apr 19) · $349 · Jeep Wrangler 2025 tint · Avatar 3 → CSS

What happened: Comparison shopper. Had Uniglass at $300, AutoCore at $349. Asked "if all prices were equal, which shop?" Kevin's in-person invite converted.

Why it converted: Speed to lead + honest acknowledgment of comparison + in-person pivot broke the decision tie.

Framework pattern: Commodity service + in-person close mechanic. Already well-captured.


Losses of the Month

Loss 1 — Jay Estrela (Apr 6) · Toyota Crown Signia 2026 · Avatar 1 → lost to cheaper competitor

What happened: Was quoted $3,099 (Front End PPF + Ceramic). Another shop won on cost alone. Kevin offered price-match AFTER the close, too late.

Kevin's own retrospective ask: "Would you be open to price matching?""I've already put a deposit down."

Framework gap: Price-match offer should surface PROACTIVELY when the prospect flags they're comparing. Jay said at 5:23: "I am looking at some other places as well yes." That's the moment to offer price-match guarantee, not after the deal is lost.

Loss 2 — Mahmood Khan (Apr 11) · Chevy Blazer EV RS 2025 · Avatar 1 → lost to cheaper competitor

What happened: AutoCore quote $3,299 (Option 1). Lost to "Vapour Auto" at $2,100 with similar coverage (PPF + rockers + coating).

Internal note: "lost to vapour auto jesus / 2100+ with rocker and coat all over"

Framework gap: Similar to Jay — proactive price positioning. Also: if competitors are regularly coming in $1,000+ lower on equivalent coverage, either AutoCore's pricing is too high for the premium buyers aren't valuing the 10+2 warranty (entry-level Avatar 1), or the price-defense language isn't landing.

Loss 3 — Chris Wubs (Apr 14) · Enclosed trailer wrap · Avatar 4 → lost over design fee

What happened: Ready to wrap a 16-foot enclosed trailer for his business (neighbor across the street). AutoCore proposed $500 design retainer + $1,599-$2,399 install range. Chris: "Thanks for checking back, i had it done already. to be transparent i did not like the 500 design fee...no one else did that in there quotes."

Framework gap: Fleet/commercial buyers with existing design files or simple design needs should not be gated by a $500 retainer. Framework needs a fleet-specific path that:

Loss 4 — Marius Nadeau (Apr 13) · Ford Escape PPF · Avatar 1 → lost to nurture overload

Already captured in B9. Not re-analyzing here.

Loss 5 — Chad Robertson (Apr 13) · PPF+ColorPPF · unknown vehicle · lost

Short conversation, unclear cause. Worth tracking in next meta-analysis.

Ghosts of the Month

Ghost rate in April: 6 explicit / 66 = 9%. This is the floor — many "active" convs will ghost silently over the next 30 days.


Big Active Pipeline (Likely to Close in May)

LeadServiceQuotedAvatarSignal
Cedrick (Apr 22)Ram Satin Color PPF wrap, construction biz$6,999ENT/FLTDeposit invoice being sent — "This seems pretty hot, on a platter ready to close" (Kevin's internal note)
Luke (Apr 4)Chevy Silverado PPF + Wrap$7,999 / $4,999ENTFirst-time, in-flight
Patrick Cuerrier (Apr 6)Hyundai Elantra PPF$5,499NVPFirst-time, in-person pivot fired
Marcel Bellavance (Apr 9)Ram PPF + Ceramic$5,249 (+$1,599+$1,199 options)ENTFirst-time, 98 messages, in-person signal
Sonya Muise (Apr 9)Armada custom$5,999 (+ wrap + tint upsells)NVPReferral, won → $5,999
Jonathan Morin (Apr 21)Ram PPF$2,099ENTFirst-time, mockup delivered, in-person signal
Cole Kavanaugh (Apr 22)GMC Sierra PPF$2,300NVPFirst-time, in-person signal

Active-pipeline size (projected): ~$35,000-$40,000 in quoted-but-not-closed revenue entering May. If typical close rate is 30-40% on active quotes, that's $10-16K of May revenue already visible in the April pipeline.


Framework Adherence — Per-Stage Performance

Stage 1 — Opener

Stage 2 — Discovery (4 W's)

Stage 3 — Value Building

Stage 4 — Options Presentation

Stage 5 — Close


Language & Voice Observations

Winning Kevin-language patterns (observed April)

Language that may need review

New customer language worth codifying (copy-angles candidates)


Framework v2 Update Priorities (April-Data-Grounded)

Prioritized in order of impact:

P1 — Multi-option presentation (replaces 2-option structure)

P2 — Use-case discovery ("Stage W2.5")

P3 — Proactive price-match trigger

P4 — Fleet/commercial pricing restructure

P5 — 10+2 warranty verbatim in every PPF/Ceramic value-build

P6 — Mockup as standard PPF stage (not just wrap)

P7 — Colored PPF re-emphasis

P8 — Nurture segmentation


Revenue Math (Projected)

Closed-won in April (explicit signals): ~3 deals

Total explicit closed April: ~$9,647

Active-quoted pipeline (not yet closed): ~$35,000-$40,000

Projected May close from April pipeline: $10,000-$16,000 (30-40% of quoted)

Lost revenue to competitors (April): $5,499+ (Jay $3,099 + Mahmood $3,299) - not bad if price match had been deployed proactively.

Fleet loss (Chris Wubs): $1,599-$2,399 + $500 design = ~$2,000-$2,900 lost over one design-retainer framing issue.


Next Month Preview

Key metrics to watch in May:

Tomorrow's work per Brandon: we'll go deeper on specific daily conversations for framework rewrite specifics.