Post Image

Creator Discovery & Performance Tracking

Part 1 : How to Find and Vet the Right Creators

In 2025, finding creators isn’t hard — your inbox is probably already full. Finding the right creators? That’s the hard part.

Whether you're a DTC brand scaling on TikTok Shop or an agency managing dozens of clients, choosing the wrong creators kills campaigns before they start. Poor alignment, fake followers, low conversion rates — these aren't just risks, they're common outcomes when creator discovery is treated like a popularity contest.

In this article, we’ll break down the real process behind discovering and vetting creators — and how smart brands are shifting from follower-count hunting to performance-informed matchmaking.

Step 1 : Start With a Clear Creator Profile

Before you even start searching, define what a “right-fit” creator looks like — not just on the surface, but strategically.

Ask :

  • Who is your target customer ? ( What do they watch ? Who influences their decisions ? )
  • What’s the ideal content format for your campaign ? ( Short-form TikToks ? UGC testimonials ? Educational reels ? )
  • What do you need this creator to do ? ( Drive traffic ? Convert ? Bring legitimacy to a new product ? )

You’re not just finding a creator — you’re hiring a distribution partner. Define the job, then find someone who can do it.

Step 2 : Identify Discovery Channels (and Why Manual Beats Most Tools)

There are three ways brands typically source creators :

1. Inbound : Creators apply to work with you

Good for scale, bad for quality unless paired with strong filters. Most creators using outbound applications are either inexperienced or spread thin across multiple campaigns.

2. Platforms : Marketplaces, discovery tools, or filtered directories

Fast and useful — but limited to who’s opted in. Great for wide net casting, but not for precise, high-value targeting. Also: many over-index on vanity metrics like follower count or engagement rate without tying to revenue outcomes.

3. Manual Discovery : Your own feed, competitor audits, TikTok deep dives

Time-consuming but powerful. You can spot emerging creators before they hit tools. You see what content actually performs. You catch trends before they’re labeled.The most successful brands blend these approaches — letting tools do the heavy lifting, while staying close to the content themselves.

Step 3 : Use Filters That Actually Matter

Too many teams waste time evaluating creators using metrics that don’t tie back to performance. Here’s what actually matters :

✅ Audience Alignment
  • Do their followers match your ideal customer (by age, location, interests) ?
  • Is there proof they can influence buying behavior, not just collect likes ?
How to check :

Look at comments, not likes. Are people asking for links, prices, or details? Do they tag friends ?

✅ Content Quality (Not Just Aesthetic)
  • Are they good at framing products ?
  • Can they hold attention in the first 3 seconds ?
  • Do they deliver clear narratives, hooks, or reviews ?

Growi Tip: Use past campaign UGC to build a visual swipe file. When comparing creators, you're not just evaluating style — you're testing for potential fit.

✅ Platform Fit
  • Where do they post ? Are they optimized for that platform’s algorithm and culture ?
  • Do they have momentum on TikTok but dead Reels ? That’s a red flag for repurposing.
✅ Past Performance (if available)
  • Have they worked with similar brands ?
  • Did those campaigns convert ?
  • Can they show proof of actual results, not just views ?

This is where most vetting falls apart. Brands ask for “examples of past work” and stop at aesthetics. You should be asking for analytics.

What to ask creators for :

  • View-to-click rate
  • Conversion metrics (when available)
  • Screenshots of affiliate dashboards (if used)

Step 4 : Build a Scorecard or Ranking Framework

Once you’ve got a shortlist, don’t trust your gut — structure your evaluation. You’re not picking a favorite; you’re choosing a performance asset.

Here’s a simple framework many brands use in Growi :

Metric - Weight - Example Scoring Criteria

Audience Fit - 30% - Highly aligned with target demo ?

Content Quality - 20% - Is their style conversion-friendly ?

Platform Momentum - 15% - Consistent recent performance ?

Brand Alignment - 15% - Voice/tone fit the brand ?

Past Campaign Performance - 20% - Any proven GMV / conversions from collabs ?

You can tweak the weights, but the point is: structure removes bias. It also helps you justify spend — and compare performance post-campaign.

Step 5 : Build a Relationship Before You Pitch

The best creators are bombarded with offers. The worst-performing ones are sitting in your inbox begging to collab.

If you want creators that perform, approach them like partners, not placements.

Here’s how :
  • Follow them, engage with their content, and understand their tone
  • Mention specific posts when reaching out
  • Be clear : not just about what you want from them — but why you chose them

Example message :

“We’re launching a new caffeine-free hydration line and your video on post-gym routines (esp. the humor) absolutely nailed the vibe we’re looking for. Would love to see if a collab makes sense.”

You don’t have to send long messages. You just have to not sound like a bulk email tool.

Step 6 : Make Discovery an Always-On Process

Here’s the truth: discovery shouldn’t happen once per quarter. It should be baked into your weekly process.

Smart brands and agencies create shared creator pipelines that are always being updated — even if there’s no immediate campaign need.

In Growi, brands use CRM-style tools to :

  • Save creators to specific campaign buckets
  • Tag creators by theme, platform, or product fit
  • Add notes from performance reviews or UGC examples
  • Rank creators over time using custom metrics

Final Word (Before Part 2)

The biggest mistake in influencer marketing isn’t overpaying. It’s building the campaign around the wrong people.

Finding the right creators isn’t about size, aesthetics, or even charm. It’s about fit, proof, and trust.

In Part 2, we’ll go deep into how to track influencer performance, build always-on campaign infrastructure, and make sure your top creators get the credit (and budgets) they deserve.

Part 2 : How to Track, Rank, and Scale Creator Performance

You’ve found the right creators, aligned on a campaign, and sent the brief. But now comes the part where most brands drop the ball :

How do you know which creators actually performed — and why ?

If your reporting ends at “this got 40,000 views,” you're flying blind. Smart brands treat creators like performance channels — tracked, benchmarked, and optimized over time.

This second half of the pillar breaks down exactly how to do that.

Step 1: Start With Attribution — And Be Honest About Limitations

Let’s clear something up first: no attribution model is perfect. Influencer content lives across multiple platforms, devices, and time windows. You can track links, codes, and clicks — but you’ll never capture 100% of influence. And that’s fine.

What matters is being consistent and measuring what matters most for your brand.

The three most common attribution setups :

1. Affiliate Links (Trackable GMV)
  • Best for : Direct-to-consumer brands with short funnels
  • Tracks : Clicks, sales, GMV, conversion rate
  • Tool: Growi’s affiliate dashboard, Shopify/TikTok Shop integration
2. Coupon Codes
  • Best for : Brands selling across multiple platforms, especially mobile apps or Amazon
  • Tracks : Sales tied to creator-specific codes
3. UTM Parameters + Google Analytics
  • Best for : Traffic-driving campaigns
  • Tracks : Clicks, bounce rate, session duration, source of traffic

Step 2 : Set the Right KPIs — Per Campaign and Creator

Not every campaign has the same goal, and not every creator drives the same outcome. Here’s how to set performance benchmarks that actually make sense:

Campaign Type -Primary KPI - Secondary KPI

Affiliate Sales - GMV / Conversion Rate - ROI, AOV, CTR

Product Launch - Video Views / Saves - Add to cart, wishlist

Awareness - Engagement Rate - New followers / sentiment

UGC Library Build - Number of Creatives - Content quality, usage rate

Then, go one level deeper: track this per creator. The more data you gather, the faster you’ll know which creators are :

  • Top-of-funnel magnets
  • Mid-funnel converters
  • Long-tail value drivers (e.g., consistent low-cost ROI over time)

Step 3 : Use Dashboards That Highlight What Matters

Static spreadsheets don’t scale. If you’re managing more than 5 creators, you need a real-time dashboard — not for the sake of looking cool, but to make smarter decisions faster.

What to show in a high-performing creator dashboard :

  • Creator handle / name
  • Creator handle / name
  • Views, CTR, GMV, ROI
  • Cost (flat fee or rev share)
  • Net profit or cost per dollar earned
  • Campaign tags (e.g. “Summer Push,” “New Product,” “TikTok Shop Only”)
  • Integration source (Shopify, Amazon, TikTok Shop)

This is where Growi thrives: by pulling in data from TikTok Shop, Shopify, and affiliate links, you get clear visibility across all creators in one place — not fragmented data across screenshots and DMs.

Step 4 : Rank Your Creators (And Build an Internal Leaderboard)

Most brands think they’re “data-driven” until it’s time to choose who to rebook. At that point, they go off memory or gut.

Fix this by maintaining a living leaderboard — a ranked view of your creators based on the metrics that matter to your brand.

Creator - ROI - GMV - Cost / Return - Rank

@maya.fit - 6.2x - $14,300 - $1,500

@dailydrip - 4.9x - $9,870 - $2,000 - 2

@techrewind - 3.2x - $6,100 - $1,950-3

This isn’t about vanity. It’s about :

  • Doubling down on what works
  • Creating accountability
  • Spotting underperformers early
  • Understanding what “great” looks like in your vertical

Bonus : Share this view with your team or client — it builds confidence in your creator strategy.

Step 5 : Track Over Time, Not Just Per Campaign

Campaigns come and go. Relationships evolve. But performance over time is what separates creators you try from creators you scale.

Track creator performance across:

  • First-time vs. repeat campaigns
  • Seasonality (who thrives during holiday sales?)
  • Platform shifts (who fell off after TikTok algorithm updates?)
  • Format evolution (long-form vs. short-form)

When you use Growi’s creator profiles, this data lives forever — with every post, result, and payout logged automatically. You’re not just building a spreadsheet; you’re building a creator portfolio.

Step 6 : Use Data to Personalize Future Deals

Once you’ve tracked creators properly, use that data to structure better offers :

Insight - Actionable Deal Tweak

High ROI, low volume-Offer higher rev share or early access to new drops

Great content, low conversions-Shift them to UGC-only roles

Top funnel only (high reach)-Add bonuses for CTR or CPA targets

High GMV, but unscalable effort-Automate reporting or repurpose best content

The best brands aren’t just measuring results — they’re using them to negotiate smarter.

Step 7 : Share Wins With Creators (Not Just Internally)

Don’t hoard the performance data. Creators want to know what’s working. If you want stronger relationships, give them the feedback loop they’re not used to getting.

Send a 1-slide report with :
  • Sales driven
  • What content performed best
  • Any standout comments from your customers
  • What’s next (a new product, a chance to rebook, a bonus earned)

This builds long-term trust — and keeps your top performers wanting to work with you again

Final Takeaways: From Discovery to Dominance

If Part 1 was about how to pick the right creators, Part 2 is about how to turn them into a scalable, high-performing asset class.

Let’s recap the full journey :

  1. Know what you need → Define the job before you find the person
  2. Pick for performance potential → Relevance, platform fit, and proof > follower count
  3. Track what matters → GMV, ROI, CTR, not just views
  4. Visualize success → Dashboards, leaderboards, and clear campaign tagging
  5. Act on it → Use insights to improve briefs, deals, and future collabs
  6. Build a portfolio, not a campaign → Long-term relationships always outperform one-off hires

Creator discovery and performance tracking aren’t two separate disciplines.They’re part of the same system — one that high-growth brands are treating as their next great channel. If you’re still making creator decisions based on vibe or spreadsheet exports, you’re behind. If you start building systems now, you’ll be ahead for the next 12 month.

Related

Similar