Are the brands in these case studies real customers?

Yes. Brand names are anonymized per our customer agreements, but every outcome number — response time, automation rate, onboarding time — is measured from the live Kool Lemon deployment of that account and was self-reported or system-observed within the first 30 days of activation.

Can I see a case study specific to my industry?

Yes. The page is organized by vertical filter chips (DTC beauty, DTC subscription, B2B SaaS, Fintech). Each card front-loads the 30-day outcome so you can scan the version closest to your category before booking a 20-minute demo.

How quickly can I expect to see results like the ones described?

Our median customer sees measurable response-time and automation improvements within 9 days of deployment, which is why G2 awarded Kool Lemon 'Fastest Implementation' in Spring 2025. We typically commit to a 30-day pilot so you can verify the numbers before committing.

Customer Stories

Numbers from the first 30 days.

Four mid-market brands. Four outcome stacks measured in the first 30 days after switching to Kool Lemon. No narratives, no spin — just the before/after delta.

See Kool Lemon in Action

No credit card · 14-day pilot · SOC 2 Type II since 2022

3.1M Tickets resolved autonomously in 2024

64% Average automation rate across all accounts

8h → 11m Median response time drop, first 30 days

9 days Median onboarding, vs. 47-day category average

Pick the story closest to yours. We anonymize every brand on this page — but the verticals are real, and the vertical you operate in usually predicts the delta you'll see.

All verticals
DTC beauty
DTC subscription
B2B SaaS
Fintech

Every number on this page was measured inside the first 30 days.

Outcome proof, not company spotlights. Headers are anonymized archetypes; the metrics are pulled from each customer's Kool Lemon deployment report.

DTC beauty

A top-10 DTC beauty brand

8h 12m → 10m 48s Median response time, 30 days post-launch

Replaced a legacy ticket system that was routing SMS, IG DMs, and email across three teams. Within a single billing cycle, the brand consolidated all four channels into one shared inbox, and the AI agent absorbed 71% of order-status and ingredient-clarity tickets before a human ever saw them.

71% automation rate — top-quartile for the beauty vertical
4 → 1 shared inboxes collapsed across the support org
No new hires required to handle Q4 volume growth

Subscription box unboxing scene with a support analytics dashboard visible on a laptop in the background

DTC subscription

A DTC meal-kit subscription, 180k active subscribers

62% Of tickets resolved autonomously in 30 days

Skipped-shipping, replacement requests, and account pauses were chewing through three full-time agents. The brand wired Kool Lemon to its subscription billing system and watched the AI handle the predictable 60% of traffic — what was genuinely novel got escalated, with full context attached.

3 FTE redeployed to retention and onboarding work
2.3 min average autonomous resolution time
8 days from kickoff to first deflection in production

B2B SaaS

A Y Combinator-funded developer tools startup

9 days From kickoff to full production rollout

The team had outgrown a shared inbox and was three days from buying a six-figure enterprise helpdesk. Kool Lemon onboarded in 9 days median, integrated with their auth provider and Stripe, and gave engineering a shared inbox that didn't feel like a step backward from their existing tooling.

Zero net ticket-volume increase after migration
27h/wk of engineering time recovered off the helpdesk
G2 "Fastest Implementation" badge verified Spring 2025

Fintech

A consumer fintech with 1.2M accounts

58% Automation rate across compliance-tagged tickets

The compliance team needed PII redaction, an audit trail, and SOC 2-aligned vendor due diligence before any new tool could touch a customer record. Kool Lemon's existing SOC 2 Type II and HIPAA footprint — audited annually by Coalfire — shortened the procurement cycle from a quarter to eleven days.

11 days procurement kickoff to first ticket routed
100% of PII redacted before reaching an agent inbox
SOC 2 Type II + HIPAA evidence delivered in the first vendor review

Cross-customer aggregate

Scale and reliability, measured across the full base.

1,840+ Active customer brands (Q1 2025)

99.997% Public uptime, trailing 18 months

9.7 / 10 G2 time-to-value score, Spring 2025

3 Active certifications — SOC 2 Type II, HIPAA, GDPR

Status verified live at status.koollemon.com · Independent audits by Coalfire

What changed, and by how much.

A side-by-side proof strip across the four flagship customers — averages pulled from each customer's 30-day post-deployment report.

Median response time 8h 12m 10m 48s

Automation rate 0% 64%

Agent hours per week, per ticket 14.6 min 3.1 min

Onboarding (kickoff → production) 47 days 9 days

We were 72 hours from signing an enterprise helpdesk contract when we found Kool Lemon. Onboarding took nine days. The AI agent resolves the boring 60% of tickets correctly — and our agents finally get to do the work we hired them for. The procurement team asked one question: show me the SOC 2. We sent it in eleven minutes.

VP of Customer Experience A Y Combinator-backed developer tools startup · 84 employees