Creator Intelligence
AI-powered creator analysis built on the proprietary S.P.A.R.K. framework. Score any YouTube creator across 5 intelligence dimensions in seconds.
New to the term? Read our guide to what creator intelligence means.
The Framework
Scored across 5 S.P.A.R.K. dimensions
Every creator is evaluated on five weighted intelligence dimensions — producing a single SPARK Score out of 100.
Strategic Storytelling
0–20 ptsDoes the creator's content style, narrative arc, and tone match your brand's story? We evaluate video structure, hook quality, pacing, and brand integration patterns across their recent catalogue.
Partnership Alignment
0–20 ptsDoes the creator's niche, audience demographic, and content category genuinely align with your brand's industry? We cross-reference niche signals, brand safety indicators, and prior sponsorship history.
Authentic Engagement
0–20 ptsAre the creator's subscribers real and engaged? We calculate engagement rate, comment-to-like ratio, and audience quality signals to separate genuine influence from inflated vanity metrics.
Reach Amplification
0–20 ptsHow much total reach does this creator command — and how efficiently? We evaluate subscriber count, average view velocity, Short vs. long-form mix, and cross-platform amplification potential.
Key Differentiation
0–20 ptsWhat makes this creator unique and hard to replicate? We score growth momentum, content originality, audience loyalty signals, and the creator's ability to move audiences to action.
How It Works
From link to full intelligence report in under 60 seconds
01
Paste the channel URL
Enter any YouTube channel or video link. SparkLine's pipeline fetches live channel data via the YouTube Data API — subscribers, views, video count, engagement rate.
02
AI scores all 5 dimensions
Our AI model evaluates the creator across Strategic Storytelling, Partnership Alignment, Authentic Engagement, Reach Amplification, and Key Differentiation — producing scores and written insights for each.
03
Receive your SPARK Report
Get a 100-point composite SPARK Score, a fit tier (Exceptional / Strong / Moderate / Weak), top strength, top risk, and a full written insight for every dimension.
Output