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Seeding Ninja

Find who actually moves the needle.

RedditInstagramTikTokWeb SearchModash APIRising Brand Detection3-Year Growth ScanCollaborator ExtractionCross-Brand Pattern IDEngagement AnalysisSeeding Pattern Detection RedditInstagramTikTokWeb SearchModash APIRising Brand Detection3-Year Growth ScanCollaborator ExtractionCross-Brand Pattern IDEngagement AnalysisSeeding Pattern Detection

Point It at
a Category

The first run targeted a D2C consumer category. Seeding Ninja identified 13 competitors, mapped their positioning, and pulled collaborator data across all of them. This is what 48 hours of automated research produces.

Competitive Positioning Map
$30-$100 MATERIAL COST GAP AOV — AVERAGE ORDER VALUE MATERIAL COST (LOG) $100 $250 $400 $600 $900 $10 $30 $100 $200 $550 MEJURI $160 · 6% GORJANA $260 · 5% M. VINADER $260 · 8% MISSOMA ADINA LINJER $175 · 17% AURATE $350 · 36% BYCHARI $500 · 33% KINN RING CONC. $710 · 77% WHITESPACE
< 10% mat. ratio 10-30% mat. ratio 30%+ solid gold 60%+ premium Target entry
US Annual Revenue
Mejuri
$104M
Gorjana
$70M
Linjer
$20M
Monica Vinader
$17M
Ring Concierge
$14.8M
Adina's Jewels
$12M
ByChari
$10M
Aurate NY
$6.1M
Missoma
$4M
Kinn Studio
$760K
Whitespace target
$1-5M band

Every Brand Has a
Hidden Engine

The system surfaced a pattern across every brand it analyzed: strip the top 5 posts from any influencer program and the median drops to 100 to 500 likes. A tiny cluster of creators drives disproportionate results. Find that cluster and you've found the real growth engine.

Gorjana
WNBA Athletes
45%
of all program likes

Cameron Brink, Jessica Pegula. 23% of posts generate 45% of engagement. Remove the athletes and the program is noise.

Polene Paris
One Korean Macro
25%
of total program likes

@page.soobin. One post. 1.08M likes. A single creator produced a quarter of the entire 2,000 post program.

Monica Vinader
Nail Artists
37.9%
of all program likes

@simlynail, @thenaillologist. 4.8% of posts, nearly 38% of engagement. A 921 person roster depending on two creators.

Four Layers

Seeding Ninja combines deep research with Modash API data to map any D2C category. Not a one-off analysis. A repeatable system.

Layer 01 · Discovery
Find Who Matters
  • Agent team searches Reddit, TikTok, Instagram, web
  • Identifies established players + rising brands
  • 3-year growth scan: surfaces fast-movers others miss
  • Dynamic competitor identification, not a static list
Output: the real competitive set, not just the obvious names
Layer 02 · Collection
Automated Data Pull
  • Modash API: collaborator profiles per brand
  • Mid-tier + micro-influencer networks
  • Playwright scrapers for verification
  • Chrome DevTools Protocol for caption extraction
Output: 6,851 collaborator profiles across 13 brands
Layer 03 · Analysis
Pattern Extraction
  • Cross-brand engagement analysis
  • Hidden engine identification: who actually drives growth
  • Paid vs affiliate vs organic performance
  • Whitespace detection: demographics, calendar, positioning
Output: the creators that move the needle, and the gaps nobody owns
Layer 04 · Validation
Adversarial Review
  • Customer fit, competitive response, unit economics
  • Cultural translation pressure test
  • Findings challenged from four angles
  • Nothing ships until it survives scrutiny
Output: validated analysis ready for execution

Stress-Tested
Before Delivery

Every analysis runs through structured adversarial review. The findings get challenged from four angles before anything ships. If the strategy breaks under pressure, better to find out here.

Lens 01
Customer Fit
Does the positioning resonate with actual buyers?

"If the brand story feels constructed, real customers can tell within two seconds. Does this pass the sniff test?"

Lens 02
Competitive Response
What happens when incumbents notice?

"Established players have bigger distribution and deeper pockets. The strategy has to hold when they react."

Lens 03
Unit Economics
Do the numbers actually work?

"Beautiful brands die every quarter. Show cohort retention before showing the influencer plan."

Lens 04
Cultural Translation
Does positioning survive across audiences?

"A strategy that only works for one demographic is a strategy that doesn't scale. Test it across segments."

Pipeline Metrics
0
competitors surfaced
one category, one run
0
collaborator profiles
collected and analyzed
0
platforms per competitor
Reddit · IG · TikTok · Web
0
to map
any new category

Pipeline Stack

Collection Layer
Modash.io API Python Playwright Chrome DevTools Protocol Node.js
Analysis Layer
Cross-brand Pattern ID Engagement Analytics Demographic Mapping Calendar Analysis
Validation Layer
Adversarial Review Four-Lens Stress Test Cultural Translation Audit
Output
Positioning Map Revenue Landscape Collaborator Database Growth Engine Report Whitespace Analysis
Built by

Jenny
Chen

Point it at a category. Get the competitive picture in 48 hours. Seeding Ninja identifies competitors through multi-source research, pulls their full influencer collaboration history through Modash, and surfaces which creators actually drive growth.

Time to replicate for a new vertical: 48 hours.
Seeding Ninja
Competitor Influencer Intelligence
Built 2026
Any Category in 48h