I Made $2M With One Video
How a 20-year-old's single 7.9-million-view Instagram reel turned into a $700K/month agency — and the research system behind it.
July 22nd 2025Three arithmetic formulas that turn follower counts, post comments, and story views into a predictable path to $100k/month — no ad spend required.
Every Instagram account already has enough engagement to calculate its theoretical revenue — three formulas convert follower counts, comment volumes, and story views into a precise daily target that back-solves any income goal.
Instagram DMs are an underused sales channel, and three formulas let you calculate the exact engagement volume needed to hit any revenue target. The new-follower funnel converts 76% of followers into messageable contacts, 50% click the link, and 5% buy. The comment-trigger funnel converts at 75% open, 70% click, 5% purchase. Story replies convert at 1% response rate, 80% open, 70% click, 5% buy. Plug your target sales per day into any formula and you get the daily input metric your content team should be optimizing for — comments or followers, not revenue.
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Direct hook: the problem is not content or follower count. The money is sitting in your existing engagement, untouched. Authority frame: $100M+ generated for top-tier Instagram accounts.

Case study: women's weight-loss client goes from 10,000 to 81,293 leads/month in the first month of automated new-follower messaging. 60,000 of those leads came from the new-follower DM alone.

Benchmark rates: 76% of new followers are messageable, 50% click the first message link, 5% buy. To make 3 sales/day you need 157 new followers/day. Formula built from millions of data points.

The 5% sales-page rate is a plug-in variable. Swap it for your webinar registration rate, call-booking rate, or application fill rate.

Comment-trigger automation. Dan Go case study: 20 comments/post becomes 3,000 leads in one day, sales calendar fully booked. Formula: 75% open, 70% click, 5% buy. 3 sales/day = 113 comments needed.

Track comments not revenue — comments are the upstream metric. Bad DM copy kills engagement; good copy reads like a quick phone message.

Mindvalley case study: 970 replies from one story. Formula: 1% of viewers reply, 80% open, 70% click, 5% buy. 3 sales/day = 106 replies needed. Three-story lift usually 3x story reach.

Summary of all three formulas. Agency CTA for those who want the work done for them.
Instagram DMs are a conversion surface with measurable rates at every step — which means any revenue target can be solved backward into a daily follower, comment, or story-view goal.
“The money you wish you were making is already sitting in your engagement, your new followers, your comments, and your story views.”
“The number that your team should be tracking and reporting on from your content is not the revenue — it's actually the comments that are coming in because that is the upstream metric that controls everything downstream.”
“Most businesses downright disrespect the selling power of stories.”
See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.
Every engagement signal on Instagram — a new follow, a comment, a story reply — has an implied dollar value that almost no creator ever calculates. Natasha Willis, co-founder of the DM automation agency School of Bots, built her firm's entire client playbook on three backward-engineered formulas that convert those signals into a precise daily action target. The argument is blunt: you're not underperforming on content, you're underconverting on engagement you already have.
Multiply your target sales/day by the inverse of each conversion rate to find how many new followers you need daily.
Calculate daily comment volume needed to hit any sales target; shift content team KPIs to comments-per-post.
Story views are a warm audience; invite a specific-word reply to convert passive viewers into DM leads.
“Or if you'd rather hire the number one in the world at this, you can apply to work with my agency at the link in the video description.”
Soft-sold at the end after all three formulas are delivered. Also briefly pitched at ~4:08 mid-video. The formulas themselves serve as a low-friction lead magnet that pre-qualifies viewers before the hard ask. Agency qualifier: $2M+/year + 100K+ followers.
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11:36How a 20-year-old's single 7.9-million-view Instagram reel turned into a $700K/month agency — and the research system behind it.
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