Find the right creator
in seconds, not weeks.
CollabML's Creator Discovery Tool surfaces high-signal creator matches for your campaigns using AI agents that score, rank, and forecast — across 17,000+ creators on YouTube, Instagram, and TikTok.
Browse 17,000+ indexed creators or search by keyword
1 / 717,184
Creators Indexed
11
AI Agents
150+
Creator Categories
3
Platforms (YT, IG, TikTok)
$0
To Start — Pay on Hire
Trusted by brands running campaigns on Creator Discovery
Key Features
AI agents that work for you
Every feature is powered by machine learning that gets smarter with every search.
Creator Search
Search 17,000+ creators. Instantly.
Enter a keyword, paste a YouTube URL, or browse 150+ curated creator categories. Filter by subscriber tier, engagement rate, location, brand safety, and content category — all in real time. No waiting, no spreadsheets.
- Keyword + URL search
- Filter by tier, geo, engagement
- 150+ curated categories
- Brand safety scoring on every result
Magic Match™
Paste your brand URL. Get matched creators.
The Brand Summary Analyzer reads your website, extracts your brand identity, values, and target audience — then scores every creator in the database against your campaign brief. No manual briefing required.
- AI reads your brand website automatically
- Scores 17K+ creators against your brief
- Returns ranked matches with reasoning
- Works with any brand URL
Magic Match™
AI-powered creator discovery from 17,000+ cached creators
Campaign Management
Build rosters. Generate AI insights. Export.
Add creators to campaigns, run AI-powered campaign insights (fit summary, audience overlap detection, gap analysis), and export polished creator decks for your team or client — all in one workflow.
- Multi-campaign management
- AI Fit Summary + Audience Overlap + Gap Analysis
- Creator roster with match scores
- Export-ready campaign decks
LLM Intelligence
11 AI agents working behind the scenes.
Every creator profile is enriched by purpose-built LLM models that tag content categories, detect location, forecast views, estimate pricing, and rank similar creators. The intelligence layer that no other platform has.
- View Forecaster predicts next video performance
- CPV Pricing Engine estimates sponsorship cost
- Location Intelligence for geo-targeting
- Similar Creator Ranker for roster expansion
How It Works
From search to hire in minutes
The Creator Discovery Tool handles the research. You focus on the creative vision.
Search or Browse
Enter a keyword, paste a YouTube URL, or browse 150+ curated creator categories. Instantly surfaces matching creators from 17,000+ cached profiles.
Enrich Creator Data
Click Enrich to pull the latest videos, calculate engagement rates, generate CPV pricing estimates, and run AI tagging — all in one click.
Run Magic Match™
Paste your brand URL. The Brand Summary Analyzer reads your site, extracts your identity, and scores every creator against your campaign brief.
Build Your Campaign Roster
Add creators to a campaign, generate AI insights (fit summary, audience overlap, gap analysis), and export a polished creator deck for your team.
Hire & Track
Send proposals, manage negotiations, and track campaign performance — all within CollabML. Brands pay a 15% platform fee only when a creator is hired.
ActiveBig Ears Festival
Knoxville, TN
Music & Live Events
Creators
8
Est. Reach
4.2M
Creators in Campaign
Consequence of Sound
@consequence
The Needle Drop
@theneedledrop
Pitchfork TV
@pitchforktv
Click to see next campaign →
ActiveSkincare Junkie
Los Angeles, CA
Beauty & Skincare
Creators
12
Est. Reach
7.8M
Creators in Campaign
Beauty Within
@beautywithinnc
Christen Dominique
@christendominique
Laura Lee
@lauralee
PlanningACL Music Festival
Austin, TX
Music & Culture
Creators
15
Est. Reach
11.4M
Creators in Campaign
Austin City Limits
@aclfestival
Do512
@do512
Austin Chronicle
@austinchronicle
ActiveNike Running
Global
Sports & Fitness
Creators
20
Est. Reach
18.6M
Creators in Campaign
Ahaana Krishna
@aahanakrishna
Namastejuli
@namastejuli
Yashasvi Rajpoot
@yashasvirajpoot
Key Features
AI agents that curate campaigns with you
Explore how the Creator Discovery Tool can improve your campaign management workflow.
Magic Match™ — Paste your brand URL. Get matched creators.
The Brand Summary Analyzer reads your website, extracts your brand identity, values, and target audience — then scores every creator in the database against your campaign brief. No manual briefing required.
Brand Summary Analyzer
Reads your site automatically
Match Scorer
0–100 fit score per creator
Niche Extractor
Category + keyword mapping
Ranked Results
With reasoning per match
Step 1 — Enter your campaign brief
Build rosters. Generate AI insights.
Add creators to campaigns, run AI-powered fit summaries, detect audience overlap, and identify roster gaps — all in one workflow.
Search 17,000+ creators. Instantly.
Filter by niche, engagement rate, location, and brand safety. Every profile enriched with CPV pricing, view forecasts, and content tags.
View Forecaster
Predicts next video performance before you commit budget.
Brand Safety Scorer
Flags content risk so your brand stays protected.
Location Intelligence
Pinpoints creator city + state for geo-targeted campaigns.
Similar Creator Ranker
Finds creators like your best performers for roster expansion.
11 specialized LLM agents — working behind the scenes
Every creator profile is enriched by purpose-built models that tag content, detect location, forecast views, estimate pricing, and rank similar creators. The intelligence layer no other platform has.
11
Total Agents
7
DB Cached
GPT-4
Class Model
Use Cases
Built for every type of brand
From solo founders to enterprise agencies — Creator Discovery scales with your campaign needs.
Solo Marketers & Indie Brands
Starter PlanFind and hire the perfect creator for your product launch without a full agency. Search by niche, filter by budget, and send proposals directly.
Boutique Agencies
Pro PlanManage multiple client campaigns simultaneously. Use AI insights to build creator rosters, detect audience overlap, and present polished decks.
Enterprise Brands
EnterpriseUnlock all 11 LLM agents, unlimited searches, and a dedicated account manager. Integrate the Creator Discovery API into your own marketing stack.
Beauty & Lifestyle Brands
All PlansFilter by beauty, skincare, and lifestyle categories. Use the Similar Creator Ranker to find emerging voices that match your top-performing creators.
Why Creator Discovery
How we compare
See how Creator Discovery Tool stacks up against other influencer platforms.
| Feature | Mo ModashFrom $120/mo | Gr GRINFrom $999/mo | Up UpfluenceCustom pricing | Best Value  |
|---|---|---|---|---|
| Creator scoring (0–100 fit score) | Manual filter-based scoring only | Manual tagging, no AI scoring | Keyword search, no fit scoring | AI scores every creator against your brief automatically |
| Magic Match™ (brand URL → creators) | ✕ | ✕ | ✕ | Paste your URL — AI reads your brand and finds matched creators |
| CPV Pricing Engine | ✕ | ✕ | ✕ | AI estimates cost-per-view before you reach out |
| YouTube View Forecaster | Historical data only | Historical data only | Historical data only | Predicts how many views a creator's next video will get |
| Audience Overlap Detector | ✕ | Basic overlap report (manual) | ✕ | Flags when two creators share too much of the same audience |
| Gap Analysis Engine | ✕ | ✕ | ✕ | Identifies content niches your current roster is missing |
| Location Intelligence | Country-level filters only | Country-level only | Country-level only | Filter by US state or city for geo-targeted campaigns |
| Campaign management + hiring | Discovery only, no hiring tools | Full CRM, no AI scoring | Full CRM, no AI scoring | Build rosters, send proposals, and track hires in one place |
| Transaction-based pricing | Monthly subscription only | Monthly subscription only | Monthly subscription only | Pay only 15% when a creator is actually hired |
| Indexed creator database | 250M+ profiles (unverified) | 37M+ profiles (unverified) | 20M+ profiles (unverified) | 17,000+ enriched, AI-tagged, verified creator profiles |
| AI agents working per search | ✕ | ✕ | ✕ | 11 purpose-built agents score, rank, and forecast per search |
| Starts at | $120/mo (discovery only) | $999/mo (enterprise only) | Custom pricing (no free tier) | $20/mo — no contracts, cancel anytime |
Ready to find your next creator?
Join CollabML and discover
creators that convert.
No credit card required to start. Pay only when you hire a creator. Upgrade to unlock the full power of our 11 AI agents.
