How I find a fresh angle before competitors do: my research loop
The creative is downstream of the angle. Here's the exact loop I run to find one that isn't burned out.
The setup
Saturated vertical, everyone running the same three angles. Need a fourth.
The move
— Step 1: read the offer's negative reviews and complaints. The objections people have ARE the next angle ("but does it work without X?").
— Step 2: scrape forum/Reddit threads in the niche for the language real users use, not marketer-speak.
— Step 3: spy on what's running, then deliberately do the opposite emotional angle (everyone's using fear? Test curiosity).
— Step 4: list 5 angle hypotheses, rank by how different they are from what's saturated.
— Step 5: test the most-different one first.
The numbers
The winning angle came straight from a complaint thread, people doubted the offer worked for a specific subgroup. Built a creative addressing exactly that. CTR 1.6% vs the 0.7% the tired angles were getting, CPA $4.90.
The lesson
The fresh angle is usually sitting in the objections, not in a swipe file everyone already copied.
What I'd do differently
Keep a running doc of objections per vertical. Illustrative numbers.
Arb Files
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