Competitor tracking is not stalking—it is structured observation. You want repeatable notes: what titles recur, what hooks repeat, where viewers drop, and which outliers prove a new angle. ShakeTheSpear supports tracking channels and drilling into video-level signals so research becomes a library, not a memory.
Choose references, not heroes
Pick channels that share your target viewer, not necessarily your format. A podcast channel and a how-to channel can compete for the same search intent. Limit active references to a number you can review weekly—quality of notes beats quantity of tabs.
Same audience, different angle: great for gap hunting.
Same format, different niche: useful for pacing and structure only.
Huge channels only: risky—you may copy scale you cannot match.
What to log each session
Title pattern: hook type + keyword placement + length.
Thumbnail language: text or face-forward, emotion, contrast.
First 30 seconds: stakes, proof, or story beat.
Mid video: pattern breaks—B-roll, sound design, chapter shifts.
End: CTA type—subscribe, next video, comment prompt.
When a video outperforms the channel baseline, mark it as an outlier and ask why: topic timing, packaging, or platform distribution? One insight beats ten average videos.
From observation to brief
Turn notes into a one-paragraph brief for your next script: viewer job-to-be-done, your unique angle, proof you will show, and what you will not claim. If you cannot state the angle in two sentences, you are not ready to script.
Ethics
Borrow structure and gaps, not wording and personal stories. When in doubt, credit publicly or move to a different example.
If your research only produces “make better videos,” you are recording observations at the wrong granularity—zoom in to hooks and packaging.
Review your reference set quarterly. Niches shift; a channel that was instructive last quarter may be off-strategy now.