GTM Sauce

Getting users

Meta ads tactics

How app founders run Facebook and Instagram ads: creative, budgets, targeting and the event signals they send Meta. 107 tactics from 43 founder interviews.

Most founders fed Meta a steady supply of creator and organic videos, tested each cheaply, and put money behind the rare winner. The other lever was what they told Meta to optimize for: purchases or likely-paying trials instead of installs usually improved results. Meta tended to fail small apps earning too little per install, some older or B2B audiences, and ads judged on cheap clicks rather than paid conversions.

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

What worked, with the best evidence

A subscription app · B2C · Alper's client

Cost per trial down ~35% with the same ads and campaigns

The app mapped its trial start to Meta's Purchase event and had CAC near LTV. Optimizing for Purchase pits a $10-15 trial against e-commerce advertisers willing to pay ~$200 per purchase, so you get outbid for high-intent users. Fix: create a duplicate trial-start event in the MMP firing at the same place, map it to a trial (or subscribe) event, let it build 1-2 weeks of history in Events Manager, then split-test Purchase vs the new event. Keep the event funnel logical and minimal; don't send every event you can. Only do this if the current setup isn't working.

Workedpaid-socialanalytics-attribution
Sub Club by RevenueCat · 2025-12-24

Snag · B2C · app for finding free stuff nearby

One ad took ~$3K of spend before returns went negative; more videos needed to keep scaling

Any creator video over 50,000 views becomes a Meta ad candidate. Run a test campaign at ~$50/day per creative; if ROAS > 1 or CTR is very high, scale stepwise (50 -> 100 -> 200 -> 300/day). Returns are not linear (diminishing returns as spend rises), so watch for creative fatigue and keep producing new creatives to get 'more tickets to the lottery'.

Workedpaid-socialugc-creators
Starter Story · 2026-05-31

Sizzle AI · B2C · AI learning app

One winner per 20-30 videos; the winner drove hundreds of purchases

Make many organic creator videos (multiple creators, multiple hook styles), then put the platform minimum behind each one rather than judging by organic views, since good videos sometimes flop on timing or the algorithm. TikTok: ~20 creatives at the $20 minimum each, can switch off after ~$5; Meta: 30-40 creatives at ~$1 each since it is easier to duplicate. Judge within hours on top-of-funnel clicks only: most get 0-2 clicks, one gets 5-20. Keep spending on that one to see whether it was a fluke, then track it down to purchases and make variations (change the first or last second). Mid-virality videos (top 25%) often convert better than the most viral, clickbaity ones. For a $5K starting budget he'd spread it over as many hypotheses as possible, aiming for 100 variations, and compress '500 videos' of learning into a week. Test the same creative across Google, YouTube, Meta and TikTok; one platform can give 2x results.

Workedpaid-socialugc-creators
The Superwall Podcast · 2025-08-04

An AI Bible study app · B2C · Bickster app

Install-to-purchase rose from ~6% to ~18-20%

Optimize for purchases, not installs (costs more but learns more). Attribution via Meta SDK + Aggregated Event Measurement; avoid SKAN; no ATT prompt needed. Targeting is driven by creative, so iterate creatives (AI-generated allowed); ~$500/day to test creatives before scaling. Cross-check against App Store Connect's Meta-sourced numbers (AEM off by ~15-20%).

Workedpaid-socialanalytics-attribution
App Masters · 2026-09-12

Visible · B2C · wearable for pacing chronic illness

$1M to $10M ARR in two years, cash-flow positive; ~50% of customers from paid

Only paid channel is Meta, with UGC creative, sending traffic to a web funnel. One metric governs spend: 'marketing cash ROI' (basically same-day ROAS) kept positive, helped by the annual/monthly mix and by not scaling spend too fast. No lifecycle email, paywall tests, geo expansion, Google Ads, TikTok or SEO.

Workedpaid-socialweb-to-app
Sub Club by RevenueCat · 2026-08-19

A company testing 500 ads weekly · guest's last employer

Same test signal at ~1% of the cost

Test ~500 ads per week; run the tests in countries with similar conversion rates but low CPMs (e.g. Indonesia) at ~$10/day instead of ~$1,000/day at US CPMs, then scale winners in the US.

Workedpaid-socialexperimentation
Sub Club by RevenueCat · 2026-07-22

Pep AI · B2C · peptide and GLP-1 tracker

~$2.50 per download; profitable by the guest's math

Take creator videos that performed best organically on TikTok/Instagram and upload them as regular Meta ads (not partnership ads through the creator's account). Increase budget every week on winners as long as cost per download stays under $5. ~$400/day total; plan 50-100 campaigns next month.

Workedpaid-social
The Superwall Podcast · 2026-07-01

Pep AI · B2C · peptide and GLP-1 tracker

Best ad at under $2 per download, beating video

Ads hire made a square static image ad in ChatGPT in ~2 minutes listing ~8 features/key facts; separate versions aimed at men and women. Also testing AI-generated pictures of the app. Founder is now making cleaner, copy-led statics (e.g. 'If you started a GLP-1 and your doctor gave you zero instructions, you're not alone') to compare.

Workedpaid-social
The Superwall Podcast · 2026-07-01

Moongate · B2C · sleep noise app

Well over $1M spent on the concept

Concept: absurd hook scene (e.g. 'I showed my husband the app and he passed out instead of picking up the kids' - wife opens door, husband asleep on couch, ~5s) then a slowly zooming glowing green orb with on-screen lines on benefits/features of green noise. ~100 versions of this ad, ~400 iterations of the concept: new copy per discovered use case (e.g. tinnitus masking) in users' own language, and different sleep scenarios (inside/outside, more or less absurd).

Workedpaid-social
The Superwall Podcast · 2026-06-24

Praycreen · B2C · pray-to-unlock phone app

$0.39 best-day CPI, $0.70-0.80 average in the US; one video took 70% of spend

After TikTok organic, ran Meta ads on Instagram using creatives that had already performed organically. Reasoning: on TikTok you don't control who sees a video, so if a general audience engages, the video itself is strong; putting spend behind it and targeting the exact audience you want should give very low CPIs. One organic video (out of 20-30 on the same angle) was repurposed and ended up taking ~70% of spend.

Workedpaid-socialorganic-short-video
The Superwall Podcast · 2025-11-03

Built With Science · B2C · science-based fitness coaching app

Scaled from zero to ~$100K/month (host figure); 25% trial-to-paid

Deliberately avoided relying on Jeremy (already stretched) to remove the single point of failure of the YouTube channel. Creatives are B-roll 'sell' videos, testimonial content and many AI-made static ads. Angles are built around specific avatars and their pain points, sourced from surveys and past warm-traffic customers; winners are iterated while new avatars are slowly added. Run in-house rather than via an agency. After the Andromeda update, the focus is on better creatives rather than campaign/bid/targeting tinkering in Ads Manager.

Workedpaid-social
Sub Club by RevenueCat · 2026-09-02

BPM · B2C · dating app for sporty singles

Grew to ~500 followers; people signed up for runs

Created the run club Instagram account, made Reels himself, and boosted posts ('put a bit of money on your post') about two times with no prior ads experience.

Workedorganic-socialpaid-social
App Masters · 2026-08-08

What didn't work, or only partly

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The week's founder interviews, boiled down to what they did and what happened.

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