before-after-and-transformationlisted
Install: claude install-skill social-media-skills/skills
# before-after-and-transformation
The **transformation format** — start with a real before, highlight the journey, isolate the variables, frame
results honestly, and tie it to the viewer. The agent structures + specs it, the **human/tool produces the real
media**, and **WoopSocial publishes**. (Pairs with `social-proof-and-testimonials` for consent + the FTC rules.)
## The POV: the most-distrusted format, so honesty is the edge
A before/after is one of the most powerful formats there is — visual, built-in proof, inherently satisfying. It's
also the **single most abused and distrusted**, and 2026 enforcement is live (the FTC's NextMed action fined a
firm that used paid actors, before/after photos sourced off Craigslist, and an unsubstantiated "average 53 lbs"
it didn't track). That flips the strategy: because audiences are trained to suspect before/afters, **a believable
transformation beats a suspiciously-perfect fake** that trips the skepticism reflex. Three top-1% moves most get
wrong: **(1) the middle is the content** — endpoints alone are a flex; the process, the setbacks, and the real
timeline are what make it credible, relatable, and valuable; **(2) isolate the variables** — same angle, lighting,
framing, so the change is real, not a lighting trick (a visual trick is itself a deceptive claim under the FTC's
net-impression test); **(3) "results not typical" is not enough** — if the result isn't typical, you must disclose
the *actual* typical result, clearly and with su