GTM Sauce

Sub Club by RevenueCat · 2024-10-16

How to Reduce Churn & Boost Growth with Fast, Empathetic Customer Support — Eli Winderbaum, Captions

Eli Winderbaum, Head of Customer Experience at AI video app Captions, explains support as a concierge-style moat rather than something to deflect: a 58-second time to first reply, 24/7 follow-the-sun coverage, an AI agent (Parahelp) that hands off to humans with context, routing by RevenueCat subscription status in Intercom, localization (a Portuguese website lifted Brazil installs), hiring agents from the Discord community, a 'customer for life' Slack channel, 3% monthly contact rate, per-agent CSAT, and asking happy customers for store reviews.

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16 tactics

Captions · AI video editing app

Worked well while finding product-market fit, guest says

At four people, before any dedicated support hire, one engineer answered customer messages in Intercom from 6-9 AM and again at the end of her day, and fixed issues she saw straight in the code. Gives the fastest possible feedback loop while finding product-market fit; replaced by a support team as the company grew.

Workedcustomer-supportfeature-development
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

Support team half the size it would be; 58-second first reply; no layoffs

After evaluating every AI agent/chatbot on the market, Captions chose Parahelp, which tag-teams every incoming message with human agents: it answers easy ones and hands off complex ones. Program what it must not answer (e.g. 'give me Captions Max free for lifetime'). On handoff the human sees the whole conversation so the customer never repeats themselves. It drafts answers from two sources: up-to-date help center docs (Mintlify) and the most recent human agent replies, so docs must be kept current. Humans get 2-4x more time per interaction to build rapport.

Workedcustomer-support
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

A quick win: customers get an instant friendly reply overnight

Keep normal human support hours (Captions had 8 hours a day, 7 days a week) and turn on the AI agent only off-hours, so every customer gets an immediate friendly acknowledgment and humans reply the next day. Lets cautious teams test AI and market 24/7 support right away.

Workedcustomer-support
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

58-second average first reply; guest sees it as an edge over slow competitors

Follow-the-sun staffing: at least one agent in the Americas, one in APAC, one in EMEA, always at least one or two humans on. Time to first response counts even if the first reply is just 'we received your message'. Suggested ramp for smaller teams: 8 hours x 5 days, then 10 hours x 5 days plus some weekend, then 12 hours x 7 days, then 24/7. Once you market 24/7, you must keep the promise.

Workedcustomer-supportretention
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

Big jump in Brazil installs after the Portuguese site went live; no number

Localize the App Store and Play Store listings, website, help center (the docs platform handles translation) and app. Support uses a tool that translates every customer message into English and the English reply back into the customer's language. Brazil is one of Captions' biggest markets; launching the website in Portuguese produced a huge lift in Brazil installs.

Workedlocalizationlanding-page
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

Tailors replies; churned and premium users jump the queue; no numbers

The Intercom SDK on iOS, Android and desktop passes email, device, OS version and app opens. Three RevenueCat fields appear on every conversation: latest entitlement (plan), expiration date (trial or subscription) and status (auto-renew on or canceled; RevenueCat built this one at Captions' request). Rules let canceled-trial, churned or premium customers skip to the front of the line, skip the AI agent, or reconnect to the agent they last spoke with. Replies are tailored per billing platform (Apple, Google, Stripe).

Unknowncustomer-supportcancellation-flow
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

Hires needed barely any training and knew the app better than the manager

One agent was a customer who kept sending feature requests and bug reports; he was offered a job. Another (in India) answered other users' questions in Discord off-hours, linking to the help center; after a week Eli DM'd him and hired him. Advice: tweet that you're hiring and post the role in your Discord.

Workedteam-processcommunity
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

Steady feedback without surveys or paid interviews; noisier as the app matured

When Captions was 10 or fewer people, every employee was in Discord, tagging each other to answer; the CEO replied directly and floated ideas ('What if we added this feature?'). This replaced surveys, calls and paid research. As the product matured and grew noisier, Discord support questions were routed into in-app messaging so customers could be identified, while the Discord stayed active.

Workedcommunityfeature-development
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

Customers feel heard and become loyal, guest says; no numbers

When customers repeatedly ask and vote for something, sneak in a small fix or quick win alongside the roadmap and have the CEO post that it's done because you listened. Direct access to leadership turns vocal users into customers for life.

Workedfeature-developmentretention
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

Keeps the whole company focused on who they build for; no numbers

Inspired by Tony Hsieh's 'Delivering Happiness', a Slack channel called C4L (customer for life) collects screenshots of customers saying the app changed their business or got them more TikTok views, plus App Store reviews that name a support agent, so the whole company sees who they build for and agents get recognition.

Unknownteam-processretention
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

Guest calls it huge; reviews naming agents attract new users; no numbers

After helpful interactions, support asks customers for App Store and Play Store reviews. Reviews that praise named agents are shared internally and signal great support to prospective downloaders; some customers later ask for the same agent by name.

Workedasocustomer-support
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

Steady at ~3% a month; jumps flag bad releases, outages or promos

Contact rate = share of subscribers who reach out in a month (Captions ~3%). Use it to forecast next month's inbound volume and staffing, and investigate swings (e.g. 1.5% to 4%): a failed release, an outage, a coupon or promotion. Marketing must tell support before promotions, billboards or big campaigns so it can staff up or hire temps.

Unknowncustomer-supportanalytics-attribution
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

Surfaced agents who were struggling, sometimes for personal reasons

Collect 1-5 CSAT after support conversations (Captions has switched it on and off for months at a time). Rather than chasing the absolute score, compare agents: if the team averages 4.5 and one agent gets 3.5, talk to them about product knowledge, feeling rushed or personal issues, and adjust their schedule if needed.

Workedteam-processcustomer-support
Sub Club by RevenueCat · 2024-10-16

Captions · AI video editing app

7-day did worse, so the 3-day trial stayed

Captions tested a seven-day free trial against its three-day trial; the seven-day version wasn't as good, despite RevenueCat's report finding longer trials did better. No details on the metric.

Failedpaywall
Sub Club by RevenueCat · 2024-10-16

Every feature Captions launches gets a two-week test period comparing variants to make sure it performs better before full rollout.

Unknownexperimentation
Sub Club by RevenueCat · 2024-10-16

The host, doing support alone for his side project app, asks for a rating and/or review after nearly every good support experience and links directly to the review page.

Unknownasocustomer-support
Sub Club by RevenueCat · 2024-10-16

Numbers mentioned

WhoMetricValueContextWhen
Captionsteam size4 peopleTeam size when Eli joined3:17
Captionsteam size60–70 people
approximate
Company headcount, stated as both 60 and 7026:19
Captionsteam size6 people
approximate
Support team ('half a dozen')41:31
Captionsteam size+2 x
estimate
Support team would be about twice as big without the AI agent20:35
Captionstime to first response58 secondsAverage time to first reply; may be an acknowledgment or the AI agent's first attempt34:30
Captionscontact rate3%/month
approximate
Share of subscribers who contact support in a month35:14
benchmarkMonthly support contact rate that is alarmingcontact rate33–50%/month
estimate
One in three to 50% of subscribers contacting support per month is 'a little bit scary'35:14
benchmarkMinimum acceptable support CSATcsat4 out of 5
estimate
Want at least 4/5; a 3.5 among 4.5 peers flags an agent to check in with37:55
Captionsdownloadstens of millions
estimate
27:08
Captionsdownloadshuge lift
estimate
Installs in Brazil after launching the Portuguese website21:19
Captionsshare99%
approximate
Share of customers given identical support treatment (enterprise/API customers will differ)43:58