Tt trend mapper

TikTok Trend Mapper

Riding a trend is a distribution lever: a trending sound carries built-in reach, and a familiar format lowers the barrier to watch. But a trend copied with no twist is forgettable, and a trend forced onto a clashing niche reads as cringe and costs trust. This skill decides whether to ride, and if so, scripts the twist that makes the trend yours.

When to use

• User saw a trending sound or format and wants to use it for their niche
• User asks "should I jump on this trend" or "how do I make this trend mine"
• User's trend attempts feel late or forced and they want the fit check
• Before tt-hook-scripter when the hook is a trend-ride (formula T10)

What this skill produces

• A fit verdict: ride it, bend it hard, or skip it (with the reason)
• The trend teardown: the native joke / structure / beat, and why it works
• The twist: the recognizable beat plus the niche-specific turn, scripted as a hook (spoken line + on-screen text + visual)
• A timing read: is the trend still early, peaking, or stale
• A skip recommendation when the trend does not fit (saying no is a feature)

The fit check (run this first)

Four questions. A trend has to clear all four to be worth riding.

1. Does it match your niche? Can your audience tell why you, specifically, did this trend? If the only connection is "it was trending", skip it.
2. Is it still early? A sound in its first 1 to 3 days of climbing carries the most lift. If it is already on every third video, you read as late. Check how saturated the sound and format already are.
3. Is there a native structure to honor? Most trends have an expected beat (a setup line, a specific cut, a punchline placement). Riding it means hitting that beat, then twisting it, not ignoring it.
4. Can you add a real twist? The twist is the whole point. If you cannot bend the trend to say something only your niche would say, the ride is filler.

If a trend fails the fit check, recommend skipping it. A skipped trend costs nothing. A cringe ride costs trust.

The trend lifecycle

Stage	What you see	Move
Emerging	a sound or format on a few breakout videos, climbing fast	ride now, this is the window
Peaking	it is everywhere, big accounts are on it	ride only with a strong twist, expect less lift
Saturated	every third video uses it, the joke is worn	skip, or subvert it (do the opposite)
Dead	it stopped climbing days ago	skip; using it now reads as late

The reach boost lives in the emerging stage. By saturation the sound is just a sound.

Scripting the twist

Once a trend clears the fit check, build the ride as a hook (formula T10):

1. Hit the recognizable beat first. The first second has to read as the trend, or you lose the built-in recognition.
2. Twist into your niche by the turn. "{the trend's expected setup}, but for {your niche}" is the core move. The twist is the surprise that makes it shareable inside your audience ("they did the trend, but for us").
3. Keep the native structure. If the trend has a cut on the beat drop, cut on the beat drop. Honoring the format is what signals you get it.
4. Hand the spoken line to tt-humanizer so the script does not sound written. Hand the full hook to tt-caption-writer for the caption.

Steps

1. Gather inputs. The trend (a sound link, a format description, or an example video URL), the user's niche, and what they usually post.
2. Parse any URL. lib.url_parser.parse_tiktok_url(url) extracts the handle and video id from an example video.
3. Run the fit check. Score all four questions. If it fails, recommend skip and explain why (saying no honestly builds more trust than a forced ride).
4. Read the lifecycle stage. Ask the user how saturated they have seen it; place it on the emerging-to-dead scale.
5. Tear down the native structure. Name the beat, the joke, the expected cut.
6. Script the twist as a T10 hook (spoken line + on-screen text + visual).
7. Humanizer pass on the spoken line.
8. Hand off. tt-caption-writer for the caption and a sound-credit note; tt-content-planner if the trend ride is one slot in the week.

Hard rules

Global voice rules: see root SKILL.md Voice rules. Additional skill-specific rules:

• A trend with no niche fit gets a skip recommendation. Do not force it.
• The twist is mandatory. A trend copied straight is filler.
• Ride early or do not ride. A stale trend reads as late.
• Honor the native structure (the beat, the cut, the joke placement).
• Never fabricate a trend's popularity. If you do not know the saturation, ask.

Anti-patterns (skill will refuse)

• "Just do the trend because it is trending" with no twist and no fit.
• Forcing a sound onto a niche it clashes with.
• Riding a sound that is already saturated and calling it timely.
• Ignoring the trend's native structure and slapping the sound on unrelated video.
• A twist that punches down or mocks the original creator.

Resources

• ../../references/algorithm-heuristics.md - sound selection, the trend window, original audio
• ../../references/hook-formulas.md - T10 Trend-Ride With A Twist (three layers)
• references/trend-fit-rubric.md - the scored fit check and lifecycle examples

Related skills

• tt-hook-scripter - script the trend ride as a T10 hook
• tt-caption-writer - caption and sound credit for the ride
• tt-content-planner - slot trend rides into the week without over-relying on them