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How to turn organic winners into paid ads

Shared by Caddie Library · Updated
Chapters show their main points
Chapter 8 of 15 · Paid, App Store and Viral Growth
← The growth course
1. Finding Product-Market Fit
How to test for real customer pull earlyHow to pick a narrow niche to start inHow to launch a simple first version fastHow to learn from users and customersHow to read early signs of product-market fit
2. Onboarding and Activation
How to structure onboarding as a storyHow to ask and use onboarding questionsHow to get users to the aha moment fastHow to decide how long onboarding should beHow to build quiz funnels for paid traffic
3. Paywalls and Pricing
When to choose a hard paywall over freemiumHow to design a paywall that convertsHow to price annual and monthly plansHow to set, raise and localize pricesHow to run free trials and free tastes
4. Business Models and Revenue
How to structure subscription tiersHow to keep a free tier that pays offHow to charge for usage and AI creditsHow to pair hardware with a subscriptionHow to add ads, affiliates and partners
5. Retention and Engagement
How to measure retention honestlyHow to build habit loops that bring users backHow to use notifications and lifecycle messagesHow to reduce churn and handle cancellationsHow to build social loops and community
6. Brand and Positioning
How to position against bigger incumbentsHow to name and describe your productHow to earn trust in high-stakes categoriesHow to borrow credibility from celebrities and experts
7. Organic Content and Creators
How to find, vet and recruit creatorsHow to pay creators fairly and safelyHow to brief and manage creatorsHow to find and copy viral formatsHow to scale one format across many accountsHow to rank in AI search and SEO
8. Paid, App Store and Viral Growth
How to make ads that convertHow to turn organic winners into paid adsHow to structure and scale Meta campaignsHow to tell if paid acquisition is profitableHow to win in the App StoreHow to build viral and referral loops
9. Experimentation and Analytics
How to run trustworthy experimentsHow to judge test results correctlyHow to run more experiments fasterWhat metrics to track and how to define them
10. Building AI Products
How to build for the models of tomorrowHow to design AI interfaces beyond chatHow to design AI agents people can trustHow to measure AI quality with evalsHow to control AI costs and pricingHow to build products with AI coding tools
11. Teams, Hiring and Funding
How to hire people who thrive on ambiguityHow to organize small product teamsHow to run exploratory bets and kill themHow to work as a team with AI agentsWhen to raise money or sell your company
12. Founder Principles
How to pick a mission worth building a company aroundWhy to trust your own judgment over the consensusHow to turn failure and setbacks into the next stepHow to learn from rivals and copy what works
13. Choosing Where to Compete
How to make low cost your competitive advantageHow to create a market instead of fighting for shareWhy scarcity and brand can beat volumeHow to build an advantage that feeds itselfHow to attack a bigger rival where it cannot followWhen to stay focused on the core business
14. Building and Leading the Company
How to hire great people and give them roomHow to align pay and ownership with the missionHow to keep your culture and standards as you growHow to build candor and fast decision-makingWhy leaders must stay close to the work and customersHow to choose and prepare a successor
15. Capital and Deals
How to fund growth without losing controlHow to acquire companies and keep what makes them workWhat to do with cash: reinvest, buy back or holdWhy to keep a cash cushion and avoid heavy debtHow to structure ownership to protect your missionHow to negotiate deals that keep your leverage

1 The bottom line

Boost only organic videos that clear an engagement bar, then fund them in stages, from a small Spark test to Meta scale. Organic is the cheap testing ground, and paid is where winners scale.

2 Key takeaways

  • Pick winners by engagement rate, not raw views. Rate predicts virality better than views do.
  • Stage the spend, starting tiny. The pixel signals early whether a video will work.
  • Use Spark and partnership ads for cheap reach, and Meta ads for conversions. Only Meta ads have a button that gives conversion attribution.
  • Set kill and replicate rules before you spend. Most videos fade fast, and rules stop you funding them.
  • Keep a flow of new creators and creatives. One winning video runs out of steam.

just because a video flopped doesn't mean that that video was for nothing.

Canyon (Kenyon Prasad), Sideshift

2.1 Find the organic winners

Score every organic video on engagement and comments, and compare it to the account's normal results.

2.2 Check the video before you spend

Boosted reach shows up as a tiny like-to-view ratio
2M views, 2K likes0.1%
2M views, 50K likes2.5%
Check the ratio, then the hashtags and description for partner tags, before treating a video as an organic winner.

Confirm the reach is organic, let a rising video run, and have the boost process ready.

  • Check that a video's reach is organic, not already boosted. Cited from Casper, Payout10:21
    • Look at the like-to-view ratio, then check hashtags and descriptions where creators mark partner posts.
    • 2 million views with 2,000 likes was boosted. 50,000 likes on 2 million views is probably organic.
  • Do not spark a video that is still ripping organically. Cited from Drew Levin, SideShift37:16
    • Let it run for a day or two before applying spend.
    • His example is a video past a million views that is still adding 100,000 a day.
  • Build the boost process before a spike. Cited from Paul Warren, Margins43:30
    • Know how to boost on each platform ahead of time.
    • He regrets not boosting a viral TikTok with a Spark Code. The next spike came on Twitter, where he did not know how to boost anything.
  • Look for videos that already read like your ad. Cited from Kenneth Schlenker, Opal46:20
    • Ask the poster to license it, then run it with only your logo attached.
    • Opal's video, made by a user inspired by the app, has dozens of millions of views and still runs as a top paid creative a year or two later.

2.3 Run a small Spark or partnership test

Put a little money behind each winner, watch engagement, and kill it when it fades.

  • Start with $20 on any video above about 7.5% engagement. Cited from Drew Levin, SideShift30:11
    • Do it if the CPMs look low enough.
    • High-engagement videos usually run well below a dollar CPM on Spark.
    • GoWish reached #1 on the App Store almost entirely from Spark, which was its cheapest way to gain users.
  • Run each Spark for a week and kill it below 5% engagement. Cited from Drew Levin, SideShift37:03
    • Spend $50 to $100 a day per video.
    • CPMs usually do not start rising until a video that began near 15% organic engagement falls to about 5%.
  • Spark outliers for the account's sake too. Cited from Drew Levin, SideShift35:55
    • It makes later videos perform better organically.
    • It can also help lift an account out of a shadowban by showing it is legitimate.
  • On Instagram, use partnership ads and optimize for targeting, not reach. Cited from Drew Levin, SideShift38:53
    • This is the opposite of the TikTok approach, because Meta favors follower-like audiences.
    • They see higher conversion on partnership ads than on Spark, even for UGC accounts with a few thousand followers.
  • Post every creator video organically first, then boost, then spark the best. Cited from Ryan Thorpe, Flo11:35
    • Boost anything with traction, even around 10K views or lots of comments.
    • Run a real breakout as a spark ad from the creator's own account.
    • This gives four or five ways to push one video and saves the cost of paid testing in quiet months.

2.4 Scale the proven winners on Meta

Fund winners in stages, from a $20 test to $1,000 a day
Spark buys cheap reach, and only Meta's conversion attribution justifies the larger budgets.

Move to Meta once organic works, and raise budget only while the numbers hold.

  • Start paid only when organic works and the budget is there.
    • Nick Lawton, SideShift29:50 says to learn organic first, then add paid on proven winners.
    • His marketing budget threshold is above about $10,000 a month Nick Lawton, SideShift32:30.
    • He says the biggest differentiators are between solely organic teams and those running organic plus paid.
  • Spend $100 a day in total across your winners for 14 days. Cited from Nick Lawton, SideShift32:30
    • Adjust the length to your trial length.
    • If ROAS is positive, go to $300 and then $1,000 a day.
    • If you get 75 cents back per dollar, the video lacked organic content market fit.
    • Others run up to $100,000 a day.
  • Use Meta for conversions and attribution. Cited from Nick Lawton, SideShift34:14
    • Meta ads have a button. Spark ads have no anchor, so you only get CPM.
    • Paid also gives UTM, trial start and conversion data, which organic spikes cannot Nick Lawton, SideShift28:47.
  • Run the actual winners, and raise budget weekly. Cited from Cedric Roberge, Pep AI6:32
    • Take videos that won on TikTok and Instagram and run them on Meta.
    • Scripts handed to creators to mimic other apps failed and lost money.
    • Cost per download is around $2.50, against a rule of thumb of under $5 being good. Spend is about $400 a day on Meta plus $150 on Apple Search Ads.
  • Budget for the learning period. Cited from George, Wrestle AI29:45
    • Ads need a pixel learning period, so expect to burn about 2K in the first 2 weeks before good ROAS.
    • Large brands put about 80% of budget in performance and 20% in creative organic Nick Lawton, SideShift26:11.

2.5 Replicate winners and keep creatives coming

Turn a proven concept into many variations, and line up more creators before the first one runs dry.

  • Replicate a video only once it holds your metrics at a few hundred dollars a day. Cited from Ryan Thorpe, Flo13:07
    • Turn the concept into a brief and have many creators make variations.
    • Most videos run out of steam after about $100 of spend.
    • A creator's Emma Chamberlain voiceover video reached 50 to 60 million views. The team then tested other famous voices on the same script.
  • Turn reaction and stitch videos into ads. Cited from George, Wrestle AI9:03
    • Have a creator react to a first clip, such as a coach calling combos, then cut to the app.
    • A stitch-style ad for AdMax spent over $20k and returned close to $60k over about 3 months. It was still the top earner.
  • Line up many creators, not one. Cited from Daniel Heintzman, Sway AI12:55
    • Repurpose a creator's organic promos as ads.
    • Sway went from about $30 to 40K a month organic to $2M ARR once ads started.
  • Hand your paid partner the file or boosting code of any organic win. Cited from Casper, Payout25:08
    • A creator with equity has the incentive to keep supplying creatives.
    • Outside UGC creators charge $1,000 to $1,500 per video, and perhaps only 20 to 30% of ads are profitable.
    • One of his organic videos ran profitably on Meta ads for a few weeks.
  • Rerun proven UGC as ads to build a loop between organic and paid.

2.6 Where they disagree

Engagement bars range from 5% to 10% across sources
Engagement rate is likes, comments, saves and shares divided by views, judged against the account's own normal.

The sources differ on Spark versus Meta, the engagement bar, when to boost, and whether to separate the streams.


Sources

Part of Paid, App Store and Viral Growth in the growth library.