Surf Scaling + Horizontal Duplication
Launch at $50/day. If profitable, double budget aggressively. Duplicate winning campaigns at base budget, kill failures, scale successes. Viral in dropshipping communities.
Claimed: Ride profitable waves hard. Horizontal duplication creates multiple revenue streams from one winner.
ABO Bump Method
Start $50/day on single ad group with 3 creatives. Run 1-2 days, kill losers. At midnight of day 3, "bump" budget from $50 to $200-1000. Duplicate winning ad group every 2-3 profitable days.
Claimed: The "bump" catches the algorithm in an optimized state. Budget jumps at midnight inherit the low-cost delivery pattern.
High-Budget Bid Cap Sniper
Validate with lowest-cost first. Then create campaign with $5000 budget and aggressive low bid caps. Algorithm only spends ($70-100) when it guarantees profitable conversion.
Claimed: Forces the algorithm to cherry-pick only the cheapest conversions. High budget signals confidence but tight bids control costs.
$200 x 10 Bid Ladder
Set 10 ad groups at $200 each with manual bids in $2 increments around break-even CPA (4 above, 6 below). Slowly snipe customers from competitors.
Claimed: Discovers the optimal bid level through parallel testing. Finds the sweet spot between volume and efficiency.
Lowest Cost Bid Crawl
4-6 ad groups at $40 with manual bidding starting at $8 target CPA. If zero spend after 24 hours, increase bid by $2. Max $16. Saves testing capital.
Claimed: Finds the minimum viable bid for your product. If $16 bid cap gets no spend, the product is a loser. Fail cheap, fail fast.
Pilot CBO Pixel Warming
Before main campaigns, launch "Pilot CBO" with $50 across 10 broad ad groups. Forces ultra-cheap data ($0.01-0.10 CPCs). Main campaigns inherit low-cost patterns.
Claimed: Warm pixel with cheap engagement data before spending real budget. Main campaigns launch into an optimized audience graph.
Staggered 3-CBO Launch
3 separate CBO campaigns staggered: 1st is "sacrificial" data gatherer, 2nd and 3rd launch into optimized audience. Evaluate all three, scale the winner.
Claimed: First campaign does the expensive learning. Later campaigns skip the worst of learning phase by inheriting pixel data.
Runoff Testing
Identify under-exposed but promising creatives. Move them to separate ad sets with dedicated budgets. Give underdogs a fair shot without algorithmic bias.
Claimed: The algorithm over-allocates to early winners. Runoff testing catches creatives that would have won with fair exposure.
$100/Day or Nothing
Skip low-budget testing, start at $100/day to push through learning phase faster. Common YouTube guru advice.
Claimed: Higher daily budget clears learning phase in 2-3 days instead of 7. Time is money.
Creative Volume Is King
Launch 10+ creatives per week, let algorithm pick winners, accept high churn rate. Quantity over quality.
Claimed: The #1 lever for TikTok is creative volume. More creatives = more chances the algorithm finds a winner.
Broad Is Beautiful
No interest targeting at all. One broad ad group, full budget. Let TikTok algorithm find your audience.
Claimed: TikTok knows its users better than your targeting settings. Broad always wins with good creative.
Copy the Trends
Use trending sounds and formats exclusively. Ride algorithmic preference for trending content. Replace creatives as trends shift.
Claimed: Trending audio gets a delivery bonus from the algorithm. Ride waves for cheaper distribution.
UGC Only
Only UGC-style and creator content. No polished brand creative allowed. Maximum native feel for the platform.
Claimed: UGC outperforms branded content by 3-5x on TikTok. Users scroll past anything that looks like an ad.
Hook Rate Optimizer
Obsess over the first 2 seconds. Kill anything with less than 30% hook rate. Test 10 hooks for every video body.
Claimed: Hook rate is the #1 predictor of TikTok ad success. Win the first 2 seconds or lose everything.
Scale Winners, Kill Losers
3-day test, immediate decisions. CPA above target after 3 days means kill. Below target means double the budget.
Claimed: Speed of iteration beats depth of analysis. Quick decisions compound over 30 days.
The 3-Day Blitz
Run hard for 3 days, evaluate everything, kill bottom 80%, scale top 20%. Repeat every 3 days.
Claimed: Ruthless 80/20 culling ensures only top performers survive. Darwin for ad groups.