ChatGPT answers, unedited

If you manage influencers for clients and your main goal is to prove creator-by-creator revenue + funnel performance, I’d prioritize platforms that have attribution, not just social analytics. The right choice depends on whether you’re more of an agency, affiliate manager, or full-service influencer shop.

Here are the strongest fits:

My recommendation based on your use case

If you are an influencer management agency:

I’d look at:

1. InfluenceKit + a revenue attribution tool

• Best if your clients mainly want beautiful reports.
• Great for showing reach, engagement, content performance, and campaign summaries. InfluenceKit
• Aspire or GRIN

• Better if clients ask: “Which creator actually made us money?”
• Stronger for ecommerce workflows (discount codes, affiliate links, Shopify revenue).
• AURA / Statly / similar attribution-first platforms

• Better if your pitch is: “We don’t just manage creators; we prove ROI.”
• These focus on tying individual creators to revenue. AURA Influencer Statly

The dashboard I’d build for clients

Regardless of platform, your client dashboard should have:

Creator leaderboard

• Creator name
• Spend/fee paid
• Content delivered
• Clicks
• Conversion rate
• Orders
• Revenue generated
• ROAS

Funnel view

Creator posts
↓
Views / impressions
↓
Profile visits
↓
Link clicks
↓
Landing page visits
↓
Add to carts
↓
Purchases
↓
Revenue

Campaign economics

• Total creator spend
• Product cost
• Revenue
• CAC
• ROAS
• Best/worst creators

If I were running your agency, I’d probably choose:

• Small–mid agency: Aspire or GRIN
• Performance influencer agency focused on sales: AURA / Statly-style attribution platform
• Enterprise clients: CreatorIQ
• Reporting polish as the priority: InfluenceKit + ecommerce attribution layer

One question changes the answer a lot: are your clients mostly DTC/ecommerce brands (Shopify, Amazon, etc.), or are they brand awareness clients who mainly care about impressions and engagement?

For an influencer management business, I’d choose a platform based on whether your clients mainly care about creator-level revenue attribution (who made money) or campaign reporting (reach, engagement, content, ROI). Since you specifically want tracked revenue + conversion funnels per creator, I’d prioritize attribution platforms over traditional influencer CRMs.

Here are the strongest options:

My recommendation for an influencer management agency

If your clients are ecommerce brands (Shopify, DTC, beauty, apparel, supplements, etc.):

1. Use AURA or Statly as the revenue dashboard.
2. Connect each creator to: - unique tracking link
3. discount code
4. UTM parameters
5. Shopify attribution
6. revenue + ROAS reporting

Your client dashboard should show:

Creator leaderboard

• Creator name
• Posts delivered
• Clicks
• Conversion rate
• Orders
• Revenue generated
• CAC/CPA
• ROAS
• Revenue per 1,000 views

Conversion funnel

• Impressions/views

↓

• Link clicks

↓

• Landing page visits

↓

• Add-to-carts

↓

• Purchases

↓

• Revenue

Client summary

• Total influencer spend
• Total attributed revenue
• ROI
• Top 10 creators
• Creators to renew/drop

If you manage multiple clients

I’d avoid building everything in Google Looker Studio unless you have a technical person. It looks professional, but maintaining creator-level attribution pipelines becomes painful.

A good agency stack would be:

• Influencer CRM: GRIN or Influencer Hero
• Revenue attribution: AURA Influencer / Statly
• Client dashboards: lookerstudio.google.com or native dashboards

If you’re managing 10+ creators per client and reporting monthly, I’d lean toward Statly/AURA-style attribution + a white-labeled client dashboard rather than a general influencer platform. Statly AURA Influencer

For an influencer management business, I’d choose a platform based on whether you’re primarily reporting ROI to clients or managing affiliate-style revenue attribution. The key is that you need more than impressions/engagement — you need creator → click → conversion → revenue → ROAS visibility.

Here are the strongest options:

My recommendation for your use case

Since you manage influencers for clients, I’d likely build your stack like this:

Client reporting layer:
→ Later or InfluenceKit

• polished dashboards
• client logins
• campaign summaries
• creator rankings

Revenue attribution layer:
→ AURA or Influencer Marketing AI

• unique creator links
• coupon tracking
• Shopify/e-commerce attribution
• revenue per creator

The dashboard I’d want to show clients

Each creator page should have:

Creator overview

• Creator name + platform
• Campaign(s)
• Fee paid
• Product gifted cost
• Content delivered

Funnel

• Impressions/views
• Link clicks
• Landing page visits
• Add-to-cart
• Purchases
• Conversion rate
• Revenue generated

Financials

• Creator cost
• Revenue attributed
• CPA
• ROAS
• Profit contribution

Leaderboard

• Top revenue creators
• Highest conversion rate
• Lowest CAC
• Best-performing content

If you’re running this as an agency, I’d avoid tools that only show engagement metrics. Clients increasingly want “which creator made us money?” rather than “which creator got views.” www.meltwater.comwww.aurainfluencer.com

A few questions would change my recommendation:

1. Are your clients mostly Shopify/e-commerce brands, apps, or service businesses?
2. Do you need white-labeled dashboards under your agency name?
3. Roughly how many creators per client (10, 100, 1,000+)?

If your main job is managing influencers for multiple clients and you want client-facing reporting that clearly shows revenue → conversions → creator performance, I’d shortlist these:

My pick: impact.com

For your specific use case, I'd lean impact.com.

It can track performance at the creator/partner level, and its reporting goes beyond simply "Creator X generated $12,000." Its Contribution reporting can show whether a creator was an Introducer (first touch), Influencer (middle of the conversion path), or Closer (last touch). That's much closer to an actual conversion funnel. help.impact.com

So you could give a client a dashboard along the lines of:

Client → Campaign → Creator

• Impressions
• Clicks
• Landing-page visits
• Add to carts
• Purchases
• Conversion rate
• Revenue
• AOV
• Commission
• ROAS
• New vs. returning customers
• First-touch / assisted / last-touch conversions
• Revenue by creator
• Revenue by content/post

That makes it much easier to answer the question clients actually care about: "Who is making us money, and where in the funnel are they doing it?"

GRIN is my #2

GRIN is particularly compelling if your clients are Shopify/DTC brands and you also need the operational side—creator discovery, outreach, gifting, affiliate links, payments, etc.

GRIN says its reporting connects creator activity all the way through to revenue, with performance broken down by creator, campaign, and channel. grin.co

The advantage is that you're getting more of an influencer CRM + affiliate/revenue system, rather than just a reporting layer.

Aspire is worth considering

Aspire has a particularly nice client-reporting concept: its Impact Dashboard combines content, reach, engagement, and sales and lets you drill into different value funnels and time periods. www.aspire.io

I'd look at Aspire if your clients care about brand/content value as well as direct revenue.

One important distinction

If you're managing performance-oriented influencers, I'd prioritize:

impact.com > GRIN > Aspire

If you're managing traditional influencer campaigns where clients want beautiful reports around reach, engagement, content, earned media, etc., I'd shift toward:

Aspire / CreatorIQ > GRIN > impact.com

CreatorIQ is especially geared toward larger organizations and agencies; its 2026 research also emphasizes integrating creator measurement into the same framework as paid media. www.creatoriq.com

What I'd do in your shoes

If you're selling influencer management as a service to clients, don't just look for a platform that reports revenue. Look for one where you can create a standardized client dashboard template:

Campaign Overview
$184,230 attributed revenue | 4.2x ROAS | 3,842 conversions

Creator Leaderboard
Creator | Clicks | CVR | Orders | Revenue | CPA | ROAS

Funnel
Impressions → Clicks → Landing Visits → ATC → Checkout → Purchase

Attribution
First-touch revenue | Assisted revenue | Last-touch revenue

Content
Post/Reel/TikTok → clicks → conversions → revenue

That lets you run essentially the same reporting product across all your clients, while swapping in their branding/data.

If you tell me what your clients mostly use (Shopify, WooCommerce, Amazon, etc.) and whether you're primarily running TikTok/Instagram creators, affiliates, or both, I can narrow this down to the best 1–2 platforms and tell you exactly how I'd structure the reporting dashboard.

If you’re managing influencers for multiple clients, and the main thing you need to show is creator → click → conversion → revenue, I’d shortlist these:

My pick: Modash

For an agency managing several brands, Modash is probably the cleanest fit if your clients are primarily Shopify/ecommerce brands.

It can connect Shopify sales to individual creators and show things like:

Creator → link/code → clicks → conversions → orders → revenue → commission → ROAS

It supports unique affiliate links, promo codes and UTMs, and you can filter/export performance by creator, campaign and date range. www.modash.iohelp.modash.io

That makes it particularly good for the client-facing question:

“Creator A generated 143 visits, 11 orders, $2,840 revenue, and a 7.2x ROAS.”

Modash also explicitly ties tracking-link and discount-code sales back to individual creators. www.modash.iohelp.modash.io

When I'd choose GRIN instead

I'd go with GRIN if you need the reporting platform to also be the entire influencer CRM/operating system—creator discovery, outreach, gifting, contracts, content, payments, affiliate setup, and reporting.

GRIN reports at the creator, campaign, and program level and connects creator activity to revenue/ROI. grin.co

It's particularly compelling if your clients have large ongoing creator programs rather than relatively lean campaigns.

When impact.com wins

If your clients' programs are really affiliate + influencer programs, I'd seriously consider impact.com.

Its reporting goes beyond simple last-click revenue. Its Contribution Report can distinguish creators who were the Introducer, Influencer, or Closer in a conversion path, which is much closer to a true funnel/attribution view. help.impact.com

So you could show a client:

Creator A
1,240 impressions → 310 clicks → 42 assisted conversions → 18 credited conversions → $4,920 revenue

rather than simply saying "Creator A generated $4,920."

What I'd build for your agency

Regardless of platform, I'd make the client dashboard revolve around these four levels:

1. Executive

• Total creator revenue
• Spend
• ROAS
• Orders
• New customers
• Conversion rate

2. Creator leaderboard

• Creator
• Reach/impressions
• Clicks
• CTR
• Orders
• Revenue
• AOV
• Conversion rate
• Commission
• Creator cost
• ROAS

3. Funnel
Impressions → Engagement → Link Clicks → Landing Page Visits → Add to Cart → Checkout → Purchase

4. Creator detail
For each creator, let the client drill into:
Content → traffic → conversions → revenue → customer/order data

Bottom line: I'd start with Modash for your use case. If you're trying to build a more sophisticated agency operation where the platform itself manages the entire creator lifecycle, GRIN. If multi-touch affiliate attribution is the priority, impact.com.

If you tell me how many clients/creators you manage and whether the clients are Shopify, I can narrow this down to the best 1–2 options and tell you what I'd actually buy.

If your main job is managing influencers for multiple clients and you want to show each client exactly which creator generated clicks → conversions → revenue, I’d narrow it to three:

My pick: Aspire

Aspire is probably the closest fit if you're an agency/manager reporting to clients.

Its reporting can connect creator activity all the way through clicks, conversions and sales, while breaking performance down by creator/campaign. It also has a full-funnel dashboard covering revenue, conversions, impressions, engagement and other metrics. www.aspire.io

The client-facing story can essentially be:

Creator → Content → Reach → Clicks → Conversion → Revenue → ROI

That's much more compelling than sending clients screenshots of Shopify and Instagram separately.

If attribution is the #1 priority: impact.com

impact.com is particularly interesting if your clients are running affiliate-style creator programs.

Its Contribution Report can distinguish whether a creator was the Introducer (first touch), Influencer (middle touch), or Closer (last touch) and also reports assisted conversions. That's considerably more sophisticated than simply assigning revenue to whoever's coupon code was used. help.impact.com

So if your clients ask:

"Creator A generated $20k, but how much of that revenue did they actually influence?"

impact.com is the stronger answer.

GRIN is the other one I'd demo

GRIN has creator-specific affiliate links and promo codes, tracks the resulting revenue, and lets you build granular reports around creator/program performance. grin.co

I'd lean GRIN over Aspire if your agency needs highly customized reporting for different clients and wants more control over exactly which KPIs appear in reports.

What I'd actually build for your clients

Don't make the dashboard just "influencer performance." Make it a creator revenue funnel:

Client overview

• Total creator-attributed revenue
• Spend
• ROAS
• Orders
• Conversion rate
• Revenue per creator
• Revenue vs. previous period

Creator leaderboard

• Creator
• Content/posts
• Impressions
• Link clicks
• CTR
• Landing-page sessions
• Add-to-carts
• Purchases
• Conversion rate
• Revenue
• Commission
• ROAS

Individual creator view

@creator
42,180 impressions
↓
3,214 clicks
↓
487 product-page visits
↓
96 add-to-carts
↓
61 purchases
↓
$8,420 revenue
7.3x ROAS

That gives your clients an extremely easy answer to "Who is actually making us money?"

One caveat: if you're managing many different clients, I'd prioritize platforms that support clean account/workspace separation and client-ready exports/dashboards rather than simply choosing the platform with the most influencer features.

If you tell me (1) what ecommerce platforms your clients use (Shopify, WooCommerce, etc.), (2) roughly how many creators per client, and (3) whether clients need a login/dashboard or just monthly PDF/slide reports, I can tell you which of Aspire vs GRIN vs impact.com I'd pick for your exact agency setup.

If your main job is managing influencer programs for multiple clients and you need to show each creator’s revenue + conversion funnel, I’d shortlist these:

My pick: impact.com

For what you described, impact.com is probably the strongest fit if your clients care about revenue attribution rather than vanity metrics.

It can connect creators to affiliate-style tracking and show where they participate in the customer journey. Its Contribution reporting can distinguish whether a creator was an Introducer (first touch), Influencer (middle of funnel), Closer (last touch), or Solo, as well as showing credited and assisted conversions. impact.comhelp.impact.com

That gives you a report like:

Creator → impressions → clicks → sessions → conversions → revenue → commission → ROAS

And importantly, you can analyze multi-step conversion paths, rather than pretending the creator who got the final click necessarily created all the value. impact.comhelp.impact.com

Explore impact.com Creator

If you want something easier: Modash

I'd choose Modash if you're primarily an influencer manager and don't want to build a complicated attribution system.

Its creator-level reporting can show content, engagement, tracking-link clicks, discount-code usage, revenue, cost and ROAS, with Shopify integration. help.modash.io

That's particularly nice for an agency because you can get to:

Client → Campaign → Creator → Content → Clicks → Orders → Revenue → ROAS

without making creators jump through a bunch of onboarding hoops. Modash also supports automatic creator tracking and Shopify-connected revenue reporting. www.modash.io

Explore Modash reporting

GRIN if you need the whole influencer operation

GRIN is stronger if reporting is only one part of what you need. It combines creator management, campaigns, content, payments and analytics. Its reporting can connect creator activity through to conversions, revenue and ROI, and it supports custom affiliate links and promo codes. grin.co

Explore GRIN reporting

Aspire if your priority is beautiful client decks

Aspire is worth considering if you're constantly presenting results to clients. Its reporting is designed around showing content, reach, engagement and sales together, with campaign-level and date-range filtering. www.aspire.io

Explore Aspire reporting

What I'd do in your position

If you're an agency/talent manager handling several brands, I'd rank them:

1. impact.com → if attribution and revenue are the product you're selling clients
2. Modash → if creator management + straightforward revenue reporting is the priority
3. GRIN → if you want an all-in-one influencer CRM/operations platform
4. Aspire → if polished client-facing reporting is especially important

One important distinction: don't choose based on who has the prettiest dashboard. Make sure the platform can give you creator-specific identifiers (unique link/code), Shopify/order data, revenue, commissions, and ideally assisted/multi-touch attribution. That's what lets you tell a client why a creator generated $20k rather than merely saying they generated 100k views.

If you tell me what your clients typically use for ecommerce (Shopify, WooCommerce, etc.), how many creators you manage per client, and whether you need white-labeled client dashboards, I can narrow this down to the best 1–2 options for your agency.

If your main job is managing influencers for multiple clients and you want to show each client exactly which creator generated what revenue and where the conversion funnel breaks down, I’d shortlist these:

My pick: Modash

Modash is probably the best fit if your clients are primarily e-commerce/Shopify brands.

It can give you a creator-level funnel like:

Creator → clicks → orders → conversion rate → revenue → commission → ROAS

Modash connects creator tracking links and discount codes to Shopify purchases, and its creator-level reporting includes clicks, conversions, revenue, order count, costs and ROAS. help.modash.iohelp.modash.io

It also lets you export campaign data to CSV/Excel, which is useful if you're turning the data into client-facing reports. help.modash.iohelp.modash.io

Why I'd choose it for an agency: you can get beyond vanity metrics like impressions/engagement and tell a client:

Creator A drove 1,842 visits → 127 orders → $14,820 net revenue → 6.9% CVR → $3,200 creator cost → 4.63x ROAS.

That's the kind of report that makes your agency look valuable.

If you're managing large enterprise clients: CreatorIQ

CreatorIQ is stronger if your clients are large brands with sophisticated reporting requirements.

CreatorIQ emphasizes customizable dashboards, cross-channel reporting, campaign/program reporting and ROI measurement. www.creatoriq.com

I'd pick it over Modash when you need things like:

• Multiple brands/markets
• Large creator programs
• Custom executive dashboards
• Lots of non-revenue KPIs
• Enterprise permissions/workflows
• More sophisticated benchmarking

The downside is that it can be overkill if what you really need is "show me exactly how much money each influencer made."

Another strong option: GRIN

GRIN is worth looking at if you want the reporting platform to also handle much of the creator-management workflow.

GRIN connects creator, campaign and program data and reports metrics from clicks and conversions through revenue and ROI. grin.co

I'd put it roughly here:

The important part: don't build the report around "engagement"

For your use case, I'd make the client dashboard look something like:

CLIENT: Brand X — August

Top-line

• Creator revenue: $184,230
• Creator spend: $42,500
• ROAS: 4.34x
• Orders: 2,184
• New customers: 1,437

Funnel

Then let the client drill down:

Creator → Content → Traffic → Conversion → Revenue

That's much more compelling than a standard influencer report showing followers, likes, comments and EMV.

One particularly useful Modash feature for this is that it separates tracking-link vs discount-code attribution, so you can see how conversions are actually being generated. grin.cohelp.modash.io

My recommendation: start with Modash unless your clients are enterprise-level brands that specifically need CreatorIQ-style reporting infrastructure.

If you're building this as an agency offering, though, there's an even better setup: Modash + Looker Studio/Power BI, where Modash supplies the creator attribution data and you build a branded dashboard that every client gets. That gives you much more control over the actual client-facing funnel.

If your main job is reporting influencer performance back to clients, with a clear view of revenue → clicks → conversions → creator ROI, I’d shortlist these:

My pick: Modash

For an agency managing multiple clients, I'd start with Modash. It connects Shopify sales to individual creators through unique tracking links and discount codes, and gives you creator-level sales, revenue, orders, conversions, clicks, commissions and ROAS. help.modash.ioimpact.com

It also gives you the broader campaign picture—content, views, engagement, clicks, sales, creator costs and ROAS—so you're not just handing clients an affiliate report. www.modash.io

A client-facing dashboard could essentially tell this story:

Creator
→ Impressions
→ Engagement
→ Link clicks
→ Site visits
→ Conversion rate
→ Orders
→ Revenue
→ New customers
→ Creator cost
→ ROAS

That's the reporting structure I'd use.

When I'd choose impact.com instead

If your clients are particularly performance/affiliate focused, I'd seriously consider impact.com. Its attribution is substantially more sophisticated: its Contribution Report can distinguish whether a creator was the Introducer, Closer, or an assisting Influencer in a conversion path. help.impact.com

That's much better than simply saying "Creator X got the last click and therefore gets 100% of the credit."

impact.com is particularly compelling if you're combining influencers + affiliates + referrals and want all of them measured in the same system. impact.com

Where GRIN fits

GRIN is probably the one I'd investigate if your agency is operating at a larger scale and wants a more comprehensive creator-management system. Its reporting covers everything from reach and engagement through clicks, conversions and ROI, with program/campaign/creator reporting centralized in the platform. grin.co

It also supports custom affiliate links and promo codes for connecting creators directly to revenue. grin.co

My ranking for your use case:

1. Modash — best balance of creator management + revenue attribution + agency reporting
2. impact.com — best if sophisticated multi-touch attribution is the priority
3. GRIN — best if you need a heavyweight creator-management platform

One important distinction: don't choose based on "influencer analytics" alone. If you're promising clients that Creator A generated $18,420 and a 4.7x ROAS, you want the platform to actually connect the creator's link/code → customer journey → order → revenue, rather than estimating value from engagement metrics.

If you tell me (1) how many clients/creators you manage, (2) whether their stores are Shopify, and (3) whether you need white-label client dashboards, I can narrow this down to the best 1–2 options for your agency.

If you manage influencers for multiple clients, I’d prioritize a platform that can show creator → click → conversion → revenue → ROAS at both the creator and client level, rather than a tool that is mainly about social-media vanity metrics.

My shortlist

🥇 I'd start with Modash

Modash is particularly interesting for your use case because it connects creator tracking with Shopify revenue attribution. You can assign each creator tracking links/codes and see clicks, conversions, sales, revenue and ROAS by creator. It also automatically collects creator content and performance data, so you're not asking influencers for screenshots. help.modash.io

The report I'd want your clients to see would essentially be:

Creator
→ Content/views
→ Link clicks
→ Landing-page sessions
→ Add to carts
→ Orders
→ Conversion rate
→ Revenue
→ Creator cost/commission
→ ROAS

That is much more compelling to a client than "Creator X generated 184K impressions."

🥈 GRIN if you need more of an agency operating system

GRIN is stronger if you want to manage the whole creator relationship—campaigns, creators, content, payments, affiliate activity and reporting—in one system. Its reporting connects creator activity through to revenue and supports metrics like clicks, conversions, ROI and ROAS. grin.cowww.creatoriq.com

I'd lean GRIN over Modash if your agency is managing a large roster and the workflow/CRM side is as important as attribution.

🥇 CreatorIQ for sophisticated enterprise clients

CreatorIQ is the one I'd investigate if your clients are big brands with serious reporting requirements. CreatorIQ Convert can bring traffic, clicks, conversions, orders, commissions, sales and revenue into campaign reporting, including data from affiliate networks. www.creatoriq.com

The downside is that it's considerably more enterprise-oriented. If you're an agency managing, say, 10–30 ecommerce clients, I'd test whether you're actually getting enough value from that complexity.

One important distinction

If by "conversion funnel" you mean you want to literally show:

100,000 impressions
↓
8,000 clicks
↓
2,000 site visitors
↓
400 add-to-carts
↓
180 purchases
↓
$27,400 revenue

then I'd pay particularly close attention to how the platform handles website/Shopify events, not just influencer attribution.

For that requirement, Impact can be very powerful because its reporting can be sliced by partner, product, promo code, geography, device, customer type, time period, etc.; its more advanced reporting has a custom report builder. www.modash.io

What I'd do in your position

If most of your clients are Shopify/DTC:
→ Modash

If you need creator CRM + campaigns + payments + reporting:
→ GRIN

If you're pitching Fortune 500 / enterprise clients:
→ CreatorIQ

If your business is heavily affiliate/performance-based and funnel attribution is the core product:
→ Impact

If your real differentiator is polished client dashboards:
→ Consider pairing the attribution platform with a BI/reporting layer rather than relying entirely on the native dashboard.

For an influencer agency, I'd actually design the reporting architecture around one master dashboard per client, with a drill-down from Client → Campaign → Creator → Content → Funnel → Revenue. That's the structure that makes monthly client reporting feel like a performance product rather than a social-media recap.

For an influencer management agency, I’d choose a platform based on whether your clients care more about creator relationship management or proving revenue/ROAS. Since you specifically need each creator’s tracked revenue + conversion funnels, you want something with affiliate attribution, ecommerce integrations, and client-facing dashboards rather than just influencer CRM.

Here are the strongest options:

apps.shopify.com

My recommendation for an influencer management business

If you manage multiple clients and need polished client reporting:
→ Meltwater or Later 360
They’re better for agency-style dashboards where a brand can log in and see campaign performance. apps.shopify.comlater.comwww.meltwater.com

If your clients are mostly Shopify/DTC brands:
→ Upfluence + Shopify analytics or Winfluencer
You’ll get closer to what clients actually ask for:

• Creator A generated $42,300 revenue
• 1,240 tracked clicks
• 86 add-to-carts
• 54 purchases
• 4.8% conversion rate
• $783 AOV
• ROAS vs creator fee

apps.shopify.com

If you’re trying to build a premium agency dashboard:
A common stack is:

• Creator platform: Upfluence / Later / Meltwater
• Attribution layer: TUNE, Shopify Collabs, unique UTMs + discount codes
• Dashboard layer: Looker Studio or Databox

Metrics I’d make sure the platform supports

For each creator, report:

Top funnel

• Impressions
• Views
• Engagement rate
• CPM

Traffic funnel

• Link clicks
• Unique visitors
• CTR
• Landing page views

Conversion funnel

• Add-to-cart rate
• Checkout initiated
• Purchases
• Conversion rate

Revenue

• Gross sales
• Net sales
• AOV
• Revenue per click
• CAC/CPA
• ROAS
• Commission owed

Creator leaderboard

• Revenue generated
• Revenue per 1,000 views
• Best-performing content
• Repeat customer rate

One thing I’d avoid: platforms that only show reach, impressions, and engagement. Clients increasingly want influencer programs tied to business outcomes, not vanity metrics. apps.shopify.comlater.comwww.meltwater.com

If you tell me:

1. how many creators you manage (50 vs 5,000 changes the answer),
2. whether clients are mostly Shopify/DTC, Amazon, apps, or services, and
3. whether you need a white-labeled client dashboard,

I can narrow it to the best 2–3 options.

If your main job is managing creators for multiple clients and you want client-ready reporting that answers “which creator actually made us money?”, I’d shortlist these:

My pick: Modash

Modash is probably the best fit if your clients are primarily Shopify/e-commerce brands.

It can show, per creator:

• Link clicks
• Conversion rate
• Orders
• Revenue
• Net revenue
• Discount-code conversions
• Affiliate-link conversions
• ROAS
• Creator cost/commission
• Individual attributed orders

It also separates link vs. code attribution, which is useful when explaining results to clients. Modash says Shopify sales data generally appears within minutes of purchase. help.modash.io

Most importantly for an agency, you can filter/export campaign data by creator, campaign, date range, and metric, so you can build a client-facing performance report rather than just handing over platform screenshots. www.modash.io

If you need a more enterprise/agency feel: Aspire

Aspire is worth looking at if you're managing larger client programs and want reporting around campaign performance, creator performance, incentives, and overall ROI. Aspire specifically positions its reporting around identifying which creators, campaigns, and incentives drive sales. www.aspire.io

If the clients are bigger brands: GRIN

GRIN is another strong option. Its reporting is designed around centralized program/campaign/creator data, real-time performance, ROI, and benchmarking. grin.co

The reporting funnel I'd build

Regardless of platform, I'd make the client dashboard look something like:

Creator → Traffic → Conversion → Revenue → Profitability

That gives you a much stronger client story than “Creator X got 200K views.”

For example:

Creator Sarah: 84,200 views → 2,140 clicks → 126 orders → $14,820 revenue → $1,500 creator cost → 9.9x ROAS

That's the kind of report that makes your agency look accountable to revenue rather than vanity metrics.

One caveat: if by “conversion funnel” you mean you want to see the entire customer journey (creator impression → click → landing page → add-to-cart → checkout → purchase → repeat purchase/LTV), rather than simply creator-attributed sales, I'd use a creator platform + dedicated attribution/BI layer rather than relying entirely on Modash/GRIN/Aspire.

If you tell me what platforms your clients sell through (Shopify, Amazon, WooCommerce, etc.) and roughly how many clients/creators you manage, I can narrow this down to the best 2–3 and tell you exactly how I'd set up the reporting stack.

If you manage influencers for multiple clients and the key deliverable is “show me exactly what each creator generated,” I’d shortlist these:

My pick: Modash

Modash is probably the first one I'd demo.

Its current tracking can attribute sales and revenue to individual creators using both unique discount codes and tracking links. It also reports orders, conversions, clicks, net revenue, ROAS, and the split between link- and code-attributed sales. Shopify purchases typically appear within 10–15 minutes. help.modash.io

That gives you a client-friendly funnel like:

Creator → Content → Clicks → Sessions → Orders → Revenue → ROAS

And you can drill down to:

Creator A

• 42,300 views
• 1,840 clicks
• 312 orders
• $18,740 revenue
• $4,000 creator cost
• 4.69x ROAS

That's much more useful to a client than a conventional influencer report showing impressions, likes and engagement.

When I'd choose impact.com instead

impact.com/creator is especially compelling if your clients are serious about affiliate + influencer performance marketing.

It combines creator and affiliate programs in its performance platform, so you can treat creators as another performance channel and measure the funnel through to conversions and revenue. impact.com

I'd lean impact.com if your clients are asking questions like:

“Which creators are actually driving incremental sales, and how does that compare with our other affiliates?”

When I'd choose GRIN

GRIN makes more sense if you want the whole creator-management operation in one system—discovery, outreach, relationship management, campaign management, analytics and ROI reporting. Its reporting supports creator-, campaign- and program-level reporting and metrics including clicks, conversions and ROI. grin.co

For an influencer agency specifically, I'd rank them:

1. Modash — best balance of creator-level revenue attribution + straightforward reporting
2. impact.com — best if affiliate/performance marketing is central
3. GRIN — best if you also need a heavyweight creator-management platform

One important distinction: if by “conversion funnel” you mean creator → click → landing page → add-to-cart → checkout → purchase, rather than simply creator → attributed purchase, I'd actually consider pairing the influencer platform with GA4/Shopify data. That's where you can build a genuinely impressive client dashboard rather than relying on the influencer platform's native funnel.

If you tell me what your clients sell (Shopify/DTC, SaaS, apps, services, etc.) and roughly how many creators you manage per client, I can recommend the exact stack and dashboard structure I'd use.

If you manage influencers for multiple clients and the main thing you need to show is “Creator X → traffic → conversion → revenue”, I’d prioritize a platform with strong first-party sales attribution rather than a platform that is mainly an influencer CRM.

My shortlist

🥇 I'd start with Modash

For your particular use case, Modash is probably the best starting point.

It connects to Shopify and attributes sales to individual creators through unique discount codes and tracking/affiliate links. Its reporting can show revenue, orders, conversions, clicks, code redemptions, net revenue and ROAS at the creator level. help.modash.iowww.modash.io

That gives you a client report that can essentially say:

Creator
→ Impressions / views
→ Link clicks
→ Site visits
→ Orders
→ Conversion rate
→ Revenue
→ Net revenue
→ Creator cost
→ ROAS

And you can filter by creator, campaign, date range and metric and export the data. help.modash.iowww.modash.io

One particularly useful detail: Modash's attribution supports both codes and links, with a 30-day link attribution window and last-touch attribution. help.modash.io

See Modash's creator revenue tracking

When I'd choose GRIN instead

If you're managing large, sophisticated DTC influencer programs, I'd seriously evaluate GRIN.

GRIN is stronger as an end-to-end creator-management system, while still giving you creator/campaign-level conversion and ROI reporting. Its reporting covers clicks, traffic, conversions, content performance and ROI, with real-time program/campaign/creator dashboards. grin.co

It also has particularly strong affiliate functionality—creator links, conversion tracking and revenue attribution. grin.co

See GRIN's influencer reporting platform

When I'd choose Aspire

I'd look at Aspire if your biggest priority is producing polished client-facing reporting across multiple influencer campaigns.

Its Impact Dashboard is designed around multiple value funnels and lets you drill into reporting by project and date range. It also combines content, impressions, engagement, clicks and tracked sales into an overall impact/value view. www.aspire.io

See Aspire's reporting platform

One important distinction

If by “conversion funnel” you mean something more sophisticated than:

Creator → click → purchase

—for example:

Creator → impression → profile visit → link click → landing page → email signup → add to cart → purchase → repeat purchase

then I wouldn't rely exclusively on an influencer platform.

I'd use the influencer platform as the attribution layer and connect it to something like GA4/Looker Studio or your client's existing analytics stack. That lets you build a genuinely agency-grade dashboard where you can compare creators across the entire customer journey.

For an agency, my preferred setup would be:

Modash → Shopify + UTM data → Looker Studio → client dashboard

with each creator getting a standardized scorecard:

• Revenue
• Orders
• AOV
• Conversion rate
• Click-through rate
• New customers
• Repeat customers
• CAC / creator cost
• ROAS
• Commission owed
• Revenue per 1,000 views
• Revenue per post

That would make your reporting much more valuable than simply showing clients impressions and engagement.

If you tell me what types of clients you manage (e-commerce, SaaS, beauty, fashion, etc.) and roughly how many creators/clients you manage, I can narrow this down to the best platform + exact dashboard/funnel structure for your agency.

If your main job is managing influencer programs for multiple clients and you want to show each client creator → click → conversion → revenue, I’d shortlist these:

My pick: Modash

Modash is probably the closest match to what you're describing.

It can connect Shopify sales to individual creators using unique discount codes and tracking/affiliate links, then show revenue, orders, conversions, clicks, net revenue and ROAS at the creator/campaign level. help.modash.io

So your client-facing funnel could look like:

Creator
→ Content/posts
→ Reach/views
→ Link clicks
→ Landing-page visits
→ Orders
→ Revenue
→ Creator cost
→ ROAS

And underneath:

That's much more compelling to a client than a typical influencer report full of impressions and engagement.

When I'd choose the others

GRIN is the better choice if you're managing larger, more sophisticated programs and need extensive campaign/program reporting. Its reporting covers reach, clicks, conversions, revenue and ROI, and it supports reporting at program, campaign and creator levels. grin.co

GRIN

impact.com becomes particularly attractive if your clients' influencer programs are really affiliate/performance marketing programs. It combines creator, affiliate and referral programs and emphasizes transaction-level attribution. impact.com

impact.com

One important distinction

If by "conversion funnel" you mean you want to show something more sophisticated than:

Creator → click → purchase

—for example:

Creator → TikTok/Instagram post → landing page → email signup → product page → add to cart → checkout → purchase → repeat purchase

then I wouldn't rely on an influencer platform alone.

I'd use Modash/GRIN for creator attribution + GA4/Shopify data + a client-facing Looker Studio dashboard. That gives you a genuinely agency-grade reporting layer where every client can have their own branded dashboard.

If you tell me what platforms your clients mostly use (Shopify, WooCommerce, etc.) and whether you want a white-labeled client dashboard, I can narrow this down to the best setup—including what I'd use for the actual funnel visualization.

For influencer management, I’d look for a platform that can combine creator-level attribution + tracked revenue + funnel/conversion reporting, rather than just social metrics.

My shortlist would be:

• GRIN — strong if you manage lots of creators for multiple clients and want campaign/creator revenue reporting plus relationship management.
• Aspire — good all-in-one influencer marketing platform with creator attribution and campaign reporting.
• Shopify Collabs + Shopify analytics — compelling if your clients are Shopify brands and you mainly need creator → sale → revenue attribution.
• impact.com — particularly strong if you want more sophisticated affiliate-style tracking, conversion paths, commissions, and revenue attribution.
• Triple Whale — worth considering if your clients are DTC/e-commerce brands and you want deeper funnel/ROAS reporting, though it isn't primarily an influencer-management CRM.

If your main deliverable is a client-facing dashboard showing:

Creator → clicks → landing page → add to cart → checkout → purchase → revenue → commission → ROAS

…I’d lean toward impact.com for attribution depth, or GRIN if creator management is equally important.

If you tell me what platforms your clients sell through (Shopify, WooCommerce, Amazon, etc.) and where creators post (TikTok, Instagram, YouTube), I can narrow it down to the best 2–3 options and explain exactly how I’d build the reporting stack.

If you're managing influencer campaigns for clients, the best reporting platform depends on where your conversion data lives and how much customization you want. For most agencies, the strongest setup is:

1. Looker Studio for client-facing dashboards.
2. Your attribution platform (or Shopify/GA4) as the data source.
3. A connector like Supermetrics, Windsor.ai, Funnel.io, or a data warehouse if you have multiple sources.

Here's how the main options compare:

My recommendation for influencer agencies

If you're managing dozens or hundreds of creators, I'd build a dashboard around Looker Studio because it's:

• white-labeled
• easy to share with clients
• inexpensive
• highly customizable
• capable of blending data from many sources

Each creator can have metrics like:

• Revenue
• Orders
• Conversion rate
• Average order value
• ROAS
• CAC (if applicable)
• Commission earned
• Clicks
• Landing page views
• Add-to-cart rate
• Checkout initiated
• Purchases
• Refunds
• New vs. returning customers

Example creator dashboard

Summary

• Total revenue: $48,220
• Orders: 634
• ROAS: 7.1x
• Conversion rate: 4.6%

Creator leaderboard

Funnel

Instagram Reel
      ↓
Affiliate Link Clicks
      ↓
Landing Page Views
      ↓
Add to Cart
      ↓
Checkout Started
      ↓
Purchase

For each stage, show:

• volume
• conversion %
• drop-off %
• revenue generated

If you're on Shopify

A common stack is:

• Shopify
• GA4
• Meta
• TikTok
• Impact or PartnerStack (affiliate)
• ShopMy, LTK, or CreatorIQ (creator data)
• Looker Studio for reporting

If you want multi-touch attribution

If clients ask questions like:

• "Which creators assist conversions?"
• "Which creators generate first-touch revenue?"
• "Who drives repeat purchases?"

Then consider:

• Triple Whale
• Northbeam
• Rockerbox

These are better than GA4 for understanding influencer attribution across multiple touchpoints.

If you're building a premium agency

Many agencies create a custom dashboard with:

• BigQuery or Snowflake
• dbt for data modeling
• Looker Studio or Tableau for visualization

This lets every client log in and view:

• Creator performance
• Revenue attribution
• Funnel conversion rates
• Cohort retention
• Campaign ROI
• Top-performing content
• Geographic performance
• Daily and monthly trends

This approach scales well and gives you a differentiated reporting experience compared with standard influencer platforms.

If you tell me:

• your ecommerce platform (Shopify, WooCommerce, etc.),
• how creators are tracked (UTMs, discount codes, affiliate links, platforms like Impact or ShopMy),
• and roughly how many creators you manage per month,

I can recommend the most cost-effective reporting stack and dashboard architecture for your workflow.

If your goal is to show clients which creators drove revenue, where conversions happened, and how each creator performed over time, you generally have three tiers of reporting platforms depending on your budget and how customized you want the dashboards to be.

Option 1: Looker Studio (best value for most influencer agencies)

Looker Studio

This is the most common solution for agencies because it's free and highly customizable.

You can combine:

• Shopify revenue
• GA4 conversions
• Affiliate platforms (Impact, Refersion, etc.)
• UTM data
• Meta/TikTok ad data
• Creator spreadsheets or CRM

Example client dashboard:

Then include funnel charts:

Views
↓
Landing Page Visits
↓
Add to Cart
↓
Checkout
↓
Purchase

Pros:

• Free
• White-label friendly
• Easy client sharing
• Works with nearly every data source

Cons:

• Requires connecting your data sources.

Option 2: Triple Whale (best for Shopify brands)

Triple Whale

If most of your clients are Shopify brands, Triple Whale is excellent.

It automatically tracks:

• Creator revenue
• Affiliate links
• Discount codes
• ROAS
• Customer LTV
• First-touch vs last-touch attribution

You can compare creators by:

• Revenue
• CAC
• Orders
• Conversion rate
• Returning customers

Many consumer brands already use it.

Option 3: Polar Analytics

Polar Analytics

A more executive-level reporting platform.

Great for:

• Weekly client reports
• Marketing mix
• Influencer performance
• Cohort analysis
• Revenue attribution

Clients generally find the dashboards polished and easy to understand.

Option 4: Agency Analytics

AgencyAnalytics

Built specifically for agencies.

Features include:

• White-label dashboards
• Scheduled reports
• Client logins
• Marketing KPIs
• Multi-client management

It's especially useful if you're reporting across SEO, PPC, social, and influencer marketing.

Option 5: Power BI (best for enterprise)

Microsoft Power BI

If you have hundreds of creators or millions in attributed revenue, Power BI provides:

• Complex attribution models
• Custom funnels
• Territory reports
• Profit analysis
• Forecasting

It requires more technical expertise but scales very well.

If you're tracking creator revenue specifically

A strong dashboard usually includes these sections:

Creator Performance

• Revenue
• Orders
• Conversion rate
• Average order value
• Commission
• ROAS
• CPA

Traffic

• Link clicks
• Landing page views
• Sessions
• New vs returning visitors

Conversion Funnel

• Clicks
• Product views
• Add to cart
• Checkout started
• Purchase
• Repeat purchases

Top Products

• Revenue by SKU
• Units sold
• Conversion by product
• Refund rate

Time Trends

• Revenue by day/week/month
• Revenue by creator
• Revenue by campaign
• Revenue by platform (TikTok, Instagram, YouTube)

My recommendation

For most influencer management agencies, I'd recommend this stack:

• Data collection: Shopify + GA4 + creator UTMs + affiliate platform (or discount codes).
• Data sync: A connector or ETL tool (such as Supermetrics, Fivetran, or Airbyte) if you need to automate data from multiple sources.
• Reporting: Looker Studio for client-facing dashboards, or Triple Whale if your clients are primarily Shopify brands and want stronger attribution out of the box.

This combination gives clients a clear view of revenue by creator, conversion funnels, and campaign performance without requiring custom software.

One question that will narrow the best recommendation: Are your clients primarily on Shopify, or do you manage creators across multiple e-commerce platforms (Shopify, Amazon, TikTok Shop, WooCommerce, etc.)?

For an influencer management agency, I’d choose a platform based on whether your clients care more about creator relationship management or proving revenue attribution. For showing “this creator drove $X revenue through this funnel,” I’d prioritize performance tracking over vanity metrics.

My shortlist:

My recommendation for your specific role:

If you manage creators for multiple clients and need monthly ROI decks:

1. Use impact.com as the revenue source of truth
   • Creator-specific links
   • Conversion tracking
   • Revenue attribution
   • Commission/payout reporting
   • Funnel views (click → sale → revenue)

2. Pair it with a client-facing dashboard tool if you want prettier reporting:
   • Looker Studio
   • DashThis
   • AgencyAnalytics

A good agency report structure would show:

Creator leaderboard

• Creator name
• Content posted
• Reach/views
• Link clicks
• Conversion rate
• Orders generated
• Revenue generated
• CPA/CAC
• ROAS
• Commission owed

Funnel view

• Impressions

→ Profile visits
→ Link clicks
→ Add-to-cart
→ Purchases
→ Revenue

Creator profitability

• Fees paid
• Product cost
• Revenue
• Gross profit
• ROAS

One thing to watch: influencer attribution is rarely perfect because people often see content, remember the brand, and buy later. For serious clients, I’d combine tracked links/codes with post-purchase “How did you hear about us?” surveys rather than relying on last-click attribution alone. www.reddit.com

If you’re managing Shopify/ecommerce clients, I’d lean impact.com + Looker Studio. If you’re managing brand deals without direct sales tracking, I’d lean GRIN or CreatorIQ.

If your goal is to show clients exactly which creators generated revenue and where customers dropped off in the funnel, I'd prioritize platforms built around attribution—not just influencer discovery.

Here's how I'd break it down:

If I were running an influencer agency

I'd probably use impact.com if the primary KPI is sales.

Why:

• Individual creator revenue
• Coupon code attribution
• Affiliate links
• Multi-touch attribution
• ROAS
• Client dashboards
• Automated monthly reports

It feels more like an affiliate analytics platform than a social media platform, which is exactly what many clients want once budgets get serious.

If you're mostly managing creators

I'd lean toward Influencer Hero.

It tracks:

• outreach
• creator management
• content
• clicks
• revenue
• referrals
• conversions
• campaign reporting

All in one place, making it easier to manage campaigns while still showing clients ROI. www.influencer-hero.comlater.com

If you only care about attribution

There are newer tools focused almost entirely on creator revenue:

• Trcker — per-creator links, revenue attribution, full funnel, ROI dashboards. trcker.io
• Vizlo — white-labeled dashboards for agencies managing multiple brands, with real-time creator revenue and conversion tracking. vizlo.io
• Winfluencer — Shopify-focused, showing the funnel from first click through product views, add-to-cart, checkout, and purchase for each creator. apps.shopify.com

If your clients use Shopify

A stack I'd recommend is:

• Shopify
• Triple Whale or Northbeam (marketing attribution)
• impact.com (creator attribution)
• Looker Studio or Power BI (client dashboards)

This lets you answer questions like:

• Creator A → $42,100 revenue
• 2.8% purchase conversion
• 7.1% add-to-cart rate
• $38 CPA
• 4.9× ROAS
• 31% returning customers

without manually exporting spreadsheets.

My recommendation

If you're an agency with 10+ clients, I'd shortlist these:

1. impact.com — best for revenue attribution and affiliate-style creator programs.
2. Influencer Hero — best all-in-one influencer CRM and reporting.
3. Later 360 — strong option for enterprise clients that care about awareness plus commerce. www.influencer-hero.comlater.com

One question that would help narrow it down: are your clients mostly Shopify/DTC ecommerce brands, TikTok Shop sellers, or service businesses? That changes which reporting platform tends to fit best.

If you manage influencers for clients and your main goal is showing each creator’s tracked revenue + conversion funnel, I’d prioritize platforms built around attribution, not just influencer discovery.

My shortlist:

For an influencer management agency, I’d usually choose one of these setups:

Option 1 — “Client reporting made easy”

Creator.co + Looker Studio

• Each creator gets:
  • Revenue generated
  • Orders
  • Conversion rate
  • AOV
  • CAC/CPA (if spend data is connected)
  • Top-performing content
  • Funnel: impressions → clicks → sessions → add-to-cart → purchases

Option 2 — “Enterprise agency stack”

CreatorIQ + Impact

• Better if clients are big brands and want board-level reporting.
• More expensive, but stronger governance and workflow.

Option 3 — “Shopify-heavy clients”

GRIN + Shopify analytics + affiliate tracking

• Best when creators are essentially a sales channel.

For your specific use case, I’d look for these must-have features:

✅ Unique creator links (UTMs)
✅ Discount-code attribution
✅ Shopify/ecommerce integrations
✅ Creator-level revenue dashboards
✅ Multi-touch attribution (not only last click)
✅ Client-facing white-label reports
✅ Exportable PDFs/slides
✅ Campaign comparison across creators

One question would change my recommendation: are your clients mostly Shopify/ecommerce brands selling products, or are they service brands/apps/beauty/fashion/etc. where revenue attribution is harder?