How your brief is researched
Inside the weekly market sweep. How the strategist searches, why every claim needs receipts, what the outlier multiplier means, and how it remembers week to week.
Your brief isn't a batch of search results. It's an investigation. The strategist runs dozens of searches across seven platforms, reads the strongest posts in full, and refuses to call anything a signal until the pattern shows up across multiple creators.
The sweep behaves like an investigator
Each week the strategist starts from your topics and watched creators, then follows threads the way a human researcher would. It scans for posts that are breaking out, drills into the anomalies, reads the full post or transcript, and checks whether the same pattern repeats elsewhere in your niche before it counts.
One viral post is an anecdote. The same hook shape landing for three different creators in a week is a signal. The sweep is built around that distinction, which is why briefs don't chase one-off news spikes or drama.
The search itself covers X, Threads, YouTube, Instagram, TikTok, LinkedIn, and Substack, across every format: posts, threads, videos, Shorts, Reels, carousels, articles, and notes. You never pick platforms; the strategist searches everything and lets the evidence decide.
Every claim has receipts
Each finding in your brief carries the actual posts behind it. Two kinds of proof show up on purpose:
- Big proof. Posts with serious absolute reach from established accounts. These show a pattern has real ceiling.
- Early signal. Posts from smaller accounts massively outperforming their own baseline. These are where patterns start, often months before the big accounts arrive.
The number that ties it together is the outlier multiplier: how far a post beat its creator's own median performance. An 8x post landed roughly eight times what that account normally does. This is a much sharper lens than raw views, because it separates an idea that worked from an account that is simply large. Read more in the outlier multiplier.
Your own posts are part of the read
If you've added your handles, the sweep also analyzes your recent posts against your own baseline. That produces the scoreboard: an honest read on what over-performed and under-performed, plus back-catalog winners worth running again. Strategy built on your numbers lands differently than strategy built on someone else's.
The strategist remembers
Briefs aren't independent snapshots. Each week's findings are diffed against the previous weeks, which unlocks two things a one-shot report can't do:
- Freshness tags. Every signal is marked new, building, or saturating. New means you're early. Saturating means the wave is cresting and it's time to find your own angle or move on.
- Last week's call. The strategist reviews its own previous bet against what actually happened, both in the market and in your posts. A strategist that never checks its own record is just a horoscope.
Strategy briefs: your AI content strategist
Every week Eden sweeps your market, checks your own posts against your baseline, and hands you a strategy brief backed by real breakout posts. Here's how to start.
Reading the outlier multiplier
What that 8.4x number means, how Eden calculates it, and why it is more useful than raw view counts when you are looking for posts to remix.
Why Eden briefs are different
Trend trackers stop at charts, analytics tools only see your account, and AI brainstormers have no evidence. A brief does the strategist's whole job.
Email us. A real person reads every message.
Tell us what you tried and where you got stuck. We answer within one business day.
[email protected]