GTM Sauce

B2C · AI job application app

How Massive grows

14 tactics and 21 figures from 1 interview.

Massive uses AI to fill out job applications, pitched as Tinder for jobs. Its founder validated the idea with a LinkedIn post, but a large waitlist barely converted, so early paying users came from manual outreach. Creator videos later drew millions of views, yet more views often did not mean more sales, and the founder came to prefer paid ads for learning what converts.

Summary written 2026-09-26 from the tactics below. Figures are as founders stated them.

About Massive

What it is
'Tinder for jobs': match to jobs, then AI customizes resume and cover letter and applies on company sites daily
Who it's for
White-collar job seekers, including laid-off tech workers
Business model
Subscription with a hard paywall
Launched
April, about 2 years before the episode
Team
Founder, one full-time engineer (Rohan), a handful of VAs and ops people
Funding
vc

As described in the interviews, not independently verified.

Massive's 14 tactics

Massive · B2C · AI job application app

LinkedIn hook: ~1M views, high conversion; Indeed: 11M views, only ~$20K MRR

Same video concept, different platform name in the hook. 'Stop using LinkedIn to apply to jobs' reaches white-collar workers who apply to hundreds of jobs and will pay to automate it. 'Stop using Indeed' / 'Who's still using Indeed?' reaches blue-collar workers who get interviews easily and flood the comments with hate about paying to apply. Read the comments to tell whether you hit the right audience.

Workedorganic-short-videopositioning-niche
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

8M impressions and 5,000 comments from ~500 connections

Before building, Dan posted the idea (use AI to fill out job applications) on LinkedIn as 'Hey, if I built this tool, would anyone want it?' with only ~500 connections, without sharing it with anyone.

Workedvalidationfounder-brand
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

40-50K sign-ups, but only ~0.5% signed up at launch and almost none paid

During the ~2 months of building, Dan kept posting on LinkedIn (e.g. 'here are the top 200 companies hiring now') to collect emails, plus some UGC posts driving to the site, and Typeform surveys. Inspired by Tabs' UGC.

Failedpr-launchfounder-brand
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

First 100-500 paying users; ~$20K MRR after 8 months of grinding

After the waitlist flopped, weeks of guerrilla marketing: a big push on Hacker News, manually scraping emails and posts, and reaching out with heartfelt messages ('Hey, I think you should use this'). Continued manual grinding from April to December with two people.

Workedcommunityoutbound-sales
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

Founder estimates 2-3x more views and better creator reply rates

Uses 'Tinder for jobs' in content and creator outreach instead of 'your job search on autopilot' or 'use AI to fill out job applications', because people get it instantly.

Workedpositioning-nichecreator-ops
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

An 11M-view video in 4 days, but only ~$20K MRR; program died

After running a UGC program for about a year, Dan restarted it with new energy. Within ~4 days it produced an 11M-view video, but the program needs heavy management and fizzled. To scale the format he'd need 200-400 creators doing the same style, so he considers UGC not scalable for Massive and prefers paid ads for conversion data.

Mixedugc-creatorscreator-ops
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

No more conversions than at 500K views a week

Scaled the influencer and UGC side and tested lots of new content, scaling up what got views and what they thought converted, from ~500K to 3-4M views/week.

No effectinfluencerugc-creators
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

Revenue doubled; no details on what changed

Massive runs a hard paywall subscription. Pricing changes (not described) doubled revenue.

Workedpricingpaywall
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

Revenue up 50% from ads; method not described

Dan prefers paid ads to UGC for a conversion-focused product because you pay for real data on what works and iterate much faster. Running ads 'in a specific way' (undisclosed) raised revenue 50%.

Workedpaid-social
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

Now 3-5 viral videos a day and can't tell which ones convert

Early on, with few viral videos, check Stripe or RevenueCat when a video takes off to see whether it converts; Dan watched conversions live as one video's views grew. Build this muscle before scaling to multiple videos per day, when attribution gets muddy.

Mixedanalytics-attributionorganic-short-video
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

College students didn't convert at all; skits miss the problem

Ran skit videos targeting college students. Skits don't target the problem well enough, and college students don't care about internships or job applications and won't pay for job search.

Failedorganic-short-videougc-creators
The Superwall Podcast · 2025-10-03

Massive · B2C · AI job application app

Got views but few conversions; followers weren't job hunting

Worked with influencers on a monthly retainer basis. The influencers' audiences weren't people actively applying for white-collar jobs.

Failedinfluencer
The Superwall Podcast · 2025-10-03

On organic, don't experiment much: ~80% of videos replicate formats that have already gone viral (in your own way), ~20% net-new. Look for formats that go viral consistently across accounts and verticals (e.g. competitor Sorce's 'Career Dave' discovery style, copied by a dozen-plus accounts). Break down why it works, find UGC creators who understand it, coach them, and have them keep pumping it for weeks. Never copy word for word.

Unknownorganic-short-videougc-creators
The Superwall Podcast · 2025-10-03

Dan says he 'ripped' Massive's onboarding from somewhere, as did another founder he asked; he argues the gains are in the ad creative, not onboarding or checkout polish.

Unknownonboarding
The Superwall Podcast · 2025-10-03

Massive by the numbers

MetricValueContextSaid in
revenueUSD 200K/month
approximate
The Superwall Podcast
2025-10-03
3:00
arrUSD 2M
approximate
Host's intro and question; consistent with Dan's ~$200K/monthThe Superwall Podcast
2025-10-03
0:30
count10M applications
approximate
Job applications submitted by the AI; earlier also described as 'tens of millions'The Superwall Podcast
2025-10-03
3:00
funding raisedUSD 3MRaised from VCs for the pre-pivot productThe Superwall Podcast
2025-10-03
2:00
team size2 peopleFounder plus one full-time engineer, plus a handful of VAs and ops peopleThe Superwall Podcast
2025-10-03
3:00
views8M impressionsper post
approximate
Validation LinkedIn post; also ~5,000 commentsThe Superwall Podcast
2025-10-03
2:30
count5,000 commentsper post
approximate
Comments on the validation LinkedIn postThe Superwall Podcast
2025-10-03
2:30
count40K–50K waitlist sign-ups
approximate
Waitlist sign-ups in the first 2 months before launchThe Superwall Podcast
2025-10-03
5:00
conversion rate0.5%
approximate
Waitlist -> signed up at launch; essentially no one paidThe Superwall Podcast
2025-10-03
5:30
paying users100–500 users
approximate
First paying users from Hacker News and manual outreach after launchThe Superwall Podcast
2025-10-03
6:00
mrrUSD 20K
approximate
The Superwall Podcast
2025-10-03
6:30
views+2–3 x
estimate
More views from the 'Tinder for jobs' framing vs longer descriptions; also raises creator reply ratesThe Superwall Podcast
2025-10-03
3:30
views3M–4M views/week
approximate
Organic influencer + UGC views nowThe Superwall Podcast
2025-10-03
8:30
views500K views/week
approximate
Earlier view level, which converted about as much as today's 3-4MThe Superwall Podcast
2025-10-03
8:30
count3–5 viral videos/day
approximate
The Superwall Podcast
2025-10-03
9:00
views1M viewsper video
approximate
'Stop using LinkedIn to apply to jobs' hook; converts very highly when done wellThe Superwall Podcast
2025-10-03
10:30
views11M viewsper video
approximate
'Who's still using Indeed?' video, within the first 4 days of restarting the UGC programThe Superwall Podcast
2025-10-03
20:00
mrr+USD 20K
approximate
MRR attributed to the 11M-view Indeed video; conversions only came between ~3M and 3.5M viewsThe Superwall Podcast
2025-10-03
20:00
time to milestone4 days
approximate
From restarting the UGC program (after running one for ~a year) to the 11M-view videoThe Superwall Podcast
2025-10-03
22:30
growth rate+100%
approximate
Revenue doubled from pricing changes (no detail given)The Superwall Podcast
2025-10-03
35:30
growth rate+50%
approximate
Revenue increase from 'doing ads in a specific way' (no detail given)The Superwall Podcast
2025-10-03
35:30

Topics

Interviews