GTM Sauce

B2C · AI detection bypass tool

How Conch grows

8 tactics and 12 figures from 1 interview.

Conch is a tool for getting past AI writing detectors, built the night GPTZero launched while the team was working on another product. It grew almost entirely on organic video made by a faceless co-founder, led by one remixed classroom clip, and the guest reported about $2.2M in lifetime revenue before the company was sold in early 2025.

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

About Conch

What it is
AI writing tool that bypasses AI detectors like GPTZero, aimed at students; grew out of Pandora, a ChatGPT-for-Google-Docs Chrome extension
Who it's for
High school and college students
Business model
Subscription
Launched
early 2023
Team
Daniel Kwon plus college friends as co-founders (including Dante)
Outcome
~$2.2M lifetime revenue; sold in early 2025

As described in the interviews, not independently verified.

Conch's 8 tactics

Conch · B2C · AI detection bypass tool

15-16M TikTok views in a day, 100M+ across platforms; drove a $500K month

Found a video already going viral for other AI writing tools (a kid getting caught in class, ~10K likes, poor quality, no on-screen text). Swapped its sound for audio from a different clip of a teacher yelling 'No AI on this test' so it felt like a real student getting caught, added Snap-style captions ('How the f is this kid acing every exam?'), then zoomed in to show he was using the AI website: a straight hook then demo. Posted by the guest as a faceless solo creator on the brand's TikTok; it was then reposted on X by random accounts. He calls this 'Frankensteining': find videos that already went viral on your subject and stitch them together. Aim for one extreme: either obviously a cringe homemade ad or something that feels completely real; lower quality leans into realism.

Workedorganic-short-video
The Superwall Podcast · 2025-12-02

Conch · B2C · AI detection bypass tool

$1M ARR within about 30 days

The team was building Pandora (ChatGPT for Google Docs). When GPTZero launched, they decided the same day to build a bypass tool; a co-founder prototyped it in Figma that night.

Workedmarket-selectionvalidation
The Superwall Podcast · 2025-12-02

Conch · B2C · AI detection bypass tool

~220M lifetime views and ~$2.2M revenue, mostly organic

The guest, a former influencer, made the videos as the solo, faceless, founder-led UGC creator for the brand account. Earlier, 1-2 weeks of videos for the predecessor product (Pandora) got ~100K views but few conversions; the pivot to the bypass tool is what converted.

Workedorganic-short-videofounder-brand
The Superwall Podcast · 2025-12-02

Conch · B2C · AI detection bypass tool

One such video got ~4M views (host's reading); guest says the style still works

Content leaned into the frustration the guest felt as a student: too much busywork that doesn't lead to a job. Example: 'ChatGPT just broke university' with a voiceover saying half the assignments students get are just busywork. Pick the side with the larger or louder emotion in an outraged group and act as one of that crowd.

Workedpositioning-nicheorganic-short-video
The Superwall Podcast · 2025-12-02

Conch · B2C · AI detection bypass tool

Got cease-and-desist letters from several schools and a legal fight

The website used several schools' logos, and the founders listed Conch in their LinkedIn bios instead of building in stealth. Local news covered high school students using Conch to bypass AI detection.

Failedlanding-page
The Superwall Podcast · 2025-12-02

Conch · B2C · AI detection bypass tool

Sold, but some competitors posed as buyers just to pull information

Talked to three or four potential buyers; interest came from the margins and numbers. Some were competitors who pretended to want to acquire them and just took information.

Mixedexit-ma
The Superwall Podcast · 2025-12-02

Conch · B2C · AI detection bypass tool

Margins were worse than organic; dropped

Tested paid ads; no details on platform or spend.

Failedpaid-social
The Superwall Podcast · 2025-12-02

Newer videos were made by UGC creators who filmed natively in the Snapchat app with Snap-style captions. Lower quality is fine: it leans into the 'realistic' pillar, since viewers recognize the frame rate and pixelation of Snap stories. The guest notes Snap captions were in style for a while but less so now.

Unknownugc-creatorsorganic-short-video
The Superwall Podcast · 2025-12-02

Conch by the numbers

MetricValueContextSaid in
arrUSD 1M
approximate
Reached within about 30 days of the bypass tool's viral pushThe Superwall Podcast
2025-12-02
2:52
revenueUSD 500K/month
approximate
Peak month, driven by one viral videoThe Superwall Podcast
2025-12-02
2:52
views220M views
approximate
Lifetime views across all Conch contentThe Superwall Podcast
2025-12-02
10:25
revenueUSD 2.2M
approximate
Lifetime revenue up to the sale; mostly from organic contentThe Superwall Podcast
2025-12-02
10:25
revenueUSD 2.2M
approximate
Title/description figure: 'Built 3 Apps That Hit $2.2M'; the body gives $2.2M as Conch's revenue aloneThe Superwall Podcast
2025-12-02
10:25
sharemost of it
approximate
Share of Conch revenue from organic contentThe Superwall Podcast
2025-12-02
10:25
views100M–150M viewsper video
approximate
The single stitched 'kid caught in class' video, across platforms including reposts on XThe Superwall Podcast
2025-12-02
3:43
views15M–16M viewsper video /day
approximate
Same video on the TikTok account alone, by the end of the day it was postedThe Superwall Podcast
2025-12-02
3:43
views30M viewsper video
approximate
Guest's later reference to the same viral video; conflicts with the 100-150M cross-platform figureThe Superwall Podcast
2025-12-02
4:04
views4M viewsper video
approximate
'ChatGPT just broke university' busywork video, read by the host off the accountThe Superwall Podcast
2025-12-02
8:16
views100K views
approximate
1-2 weeks of videos for the predecessor product Pandora (ChatGPT for Google Docs); few conversionsThe Superwall Podcast
2025-12-02
2:24
count3–4 buyers
approximate
Potential acquirers talked to during the saleThe Superwall Podcast
2025-12-02
10:47

Topics

Interviews