ChatGPT answers, unedited

For comparing influencer campaign performance across networks (Instagram, TikTok, YouTube, Twitch, etc.), I’d prioritize tools that can normalize metrics across platforms, connect results to spend and conversions, and give you creator-level + campaign-level reporting. The best choice depends on whether you’re an agency, brand, or in-house influencer team. Influencer Marketing Hub Socialinsider

Recommended platforms

My shortlist by use case

If you are an influencer agency

I’d look first at:

1. CreatorIQ — for large client reporting and enterprise workflows
2. Aspire — for managing many campaigns efficiently
3. Traackr — if clients want benchmarking and strategic insights

If you need to prove ROI

Prioritize:

1. Upfluence
2. GRIN
3. CreatorIQ

These are better when the question is “which creator actually drove sales?” rather than “who got the most views?” Influencer Marketing Hub Growth-onomics

If your biggest need is cross-network benchmarking

Look at:

• Cost per engagement (CPE)
• Cost per view (CPV)
• Engagement rate normalized by follower size
• Audience overlap
• Conversion rate
• Revenue per creator
• Content format performance by network

Tools like Traackr, CreatorIQ, and Brandwatch-style influencer platforms are built more around comparable measurement across creators and campaigns. Influencer Marketing Hub Worldmetrics

What I would avoid

I’d be cautious with tools that only show:

• follower growth
• likes/comments
• impressions
• earned media value (EMV) alone

Those are useful, but they often make TikTok, Instagram, and YouTube look comparable when the underlying behaviors are very different. A good system should let you build your own scorecard.

A practical stack for many influencer teams is:

• Influencer platform: CreatorIQ / Aspire / Upfluence
• Analytics layer: Looker Studio, Tableau, or Power BI for custom executive dashboards
• Attribution: UTMs + affiliate links + promo codes + ecommerce integration

If you share your scale (e.g., 50 creators/month vs. 5,000 creators/year), networks you use, and whether you care more about brand awareness or revenue, I can narrow this to 2–3 options.

If your main need is comparing influencer campaign performance across Instagram, TikTok, YouTube, etc., I’d shortlist these:

My recommendation for your use case

I'd start with CreatorIQ and GRIN.

CreatorIQ is particularly compelling if you're an agency working across many clients and networks. It has campaign, program and benchmarking reporting, 100+ metrics, competitor benchmarking, and integrations/API capabilities for pushing creator data into BI systems. It explicitly supports aggregating social performance across networks. www.creatoriq.com

GRIN is the one I'd favor if your clients care heavily about sales, conversions and ROAS, particularly ecommerce. Its reporting covers creator → campaign → program performance, including reach, impressions, clicks, conversions, revenue and ROI, and it can benchmark campaign performance. grin.co

One important distinction: if you're primarily an influencer agency, I'd prioritize a platform that lets you create a consistent measurement framework across clients rather than simply giving you native-network dashboards.

I'd want your reporting layer to normalize things like:

• Spend / creator fees
• Impressions & reach
• Engagements and engagement rate
• Video views / completion
• CPM / CPE / CPV
• Clicks and CTR
• Conversions / revenue
• ROAS
• Earned media value
• Content-level performance
• Creator-level performance
• Instagram vs. TikTok vs. YouTube comparisons
• Campaign vs. campaign benchmarks
• Client/industry benchmarks

For example, you should be able to answer "Did TikTok outperform Instagram for this campaign?" without manually reconciling five spreadsheets.

One thing I'd be careful about

Don't choose based primarily on the prettiest influencer dashboard. Ask each vendor to demonstrate the exact report you'd give a client. Give them the same hypothetical campaign containing Instagram, TikTok and YouTube creators, different creator fees, paid amplification, clicks and sales, and ask them to produce:

1. Network-level comparison
2. Creator-level leaderboard
3. Campaign-level ROI
4. Cost-normalized metrics
5. Client-ready export
6. Historical benchmarking

That will reveal very quickly which platform actually fits your workflow.

If you tell me roughly how many campaigns/creators you manage per month, whether you're an agency or in-house team, and whether you need revenue attribution, I can narrow this to the 2–3 best options and compare their pricing, integrations, reporting capabilities, and weaknesses.

Yes. If your main need is comparing influencer campaign performance across Instagram, TikTok, YouTube, etc., I’d prioritize platforms that normalize metrics across networks rather than just giving you separate native-platform dashboards.

My shortlist

1. CreatorIQ — my pick for serious cross-network reporting

If you're an agency working across lots of brands and campaigns, CreatorIQ would be my first demo.

It supports campaign, program, and benchmarking reporting with 100+ metrics, and connects creator data with platforms including Instagram, TikTok, YouTube, Shopify, Google Analytics, Tableau, affiliate networks, and more. It also exposes data through an API, which is particularly useful if you want to build your own agency reporting layer. www.creatoriq.com

The big advantage is that you can get beyond:

Instagram: 2.1M impressions
TikTok: 4.8M views
YouTube: 900K views

and start answering:

Which network, creator cohort, campaign type, and dollar of spend is actually producing the best outcome?

CreatorIQ specifically supports configurable metrics, forecasting, link tracking, third-party analytics integrations, and data export. www.creatoriq.com

2. GRIN — probably the best balance of analytics + execution

I'd look at GRIN particularly if your team wants the analytics tool to also manage the actual influencer workflow.

GRIN centralizes creator, campaign, and program data and provides ROI reporting at the creator/campaign/program level. It also integrates with ecommerce and marketing tools such as Shopify, Klaviyo, Slack, Gmail/Outlook, and others. grin.co

Its reporting can drill from the campaign level down to individual content, and it supports custom tracking so you can evaluate which content is actually converting. grin.co

I'd lean GRIN over CreatorIQ if: you're more focused on running campaigns efficiently and tying influencer activity to ecommerce revenue.

3. Traackr — worth considering if benchmarking is the core problem

Traackr is particularly interesting if your clients ask questions like "How are we performing versus competitors/industry benchmarks?" rather than simply "How many impressions did we get?"

I'd put it on your demo list alongside CreatorIQ.

What I'd actually do for an influencer agency

I'd avoid choosing based on the number of dashboards or vanity metrics. I'd make each vendor demonstrate the same hypothetical campaign:

Brand: $100K campaign
Networks: Instagram + TikTok + YouTube
Creators: 50
Goal: revenue / conversions

Then ask them to show:

1. Spend by network
2. Reach/impressions/views
3. Engagement rate
4. CPM / CPE
5. Click-through rate
6. Conversions
7. Revenue
8. ROAS
9. Performance by creator
10. Performance by individual post/video
11. New vs. returning creators
12. Organic vs. paid amplification
13. Audience demographics
14. Benchmarks against previous campaigns
15. Benchmarks against other brands
16. Export/API access
17. One standardized KPI view across all social networks

That last one is crucial. Different networks define things like views, reach, engagement, and video plays differently. A good platform should make those definitions transparent rather than pretending they're perfectly equivalent.

My ranking for your use case:
CreatorIQ → GRIN → Traackr → Upfluence → Modash

If you tell me roughly how many campaigns/creators you manage per month, which networks you use (TikTok/IG/YouTube/etc.), and whether you need client-facing reporting, I can narrow this down to 2–3 and compare the actual capabilities/pricing structure.

If your main need is comparing influencer campaign performance across Instagram, TikTok, YouTube, etc., I’d prioritize analytics/reporting depth over creator discovery or campaign management.

My shortlist

My first two demos would be Traackr and CreatorIQ.

• Traackr is particularly strong if you want to answer “Which creators, platforms, content types, and markets are actually driving performance?” It supports analysis across content, platforms, creators and markets, plus benchmarking and spend analysis. www.traackr.com
• CreatorIQ is the stronger choice if you're an agency managing multiple clients and need highly configurable reporting. Its platform connects with Instagram, TikTok, YouTube, Twitch, Pinterest, Shopify, Tableau and other systems, and supports customizable campaign metrics and exports. www.creatoriq.com
• GRIN makes more sense if your campaigns are heavily tied to ecommerce, affiliate sales, gifting and revenue attribution. Its reporting centralizes program, campaign and creator data and connects performance through to revenue. grin.co
• InfluenceKit is worth a serious look if your deliverable to clients is the reporting itself. It is specifically positioned around creator-side measurement, always-live reports and shareable/white-label outputs rather than being a full influencer operating system. grin.co

For an influencer agency, I'd evaluate one thing above all

Don't just ask whether a platform can report reach, impressions, engagement and EMV. Ask it to demonstrate this exact report:

Client → Campaign → Network → Creator → Content → Spend → Reach → Engagement → CPM/CPE → Clicks → Conversions → Revenue → ROAS

…and then let you compare TikTok vs. Instagram vs. YouTube within the same campaign, while also comparing creators against one another.

That will expose pretty quickly which platforms are genuinely useful versus those that just have attractive dashboards.

If you tell me roughly how many campaigns/creators you manage per month, which networks you use, and whether you're reporting to clients, I can narrow this to the 2–3 best options for your agency and compare their pricing, integrations, white-label reporting, and API/export capabilities.

If your main problem is comparing influencer campaign performance across Instagram, TikTok, YouTube, etc., I’d prioritize platforms with cross-network normalization, creator-level reporting, campaign rollups, and ROI/attribution, rather than tools that are primarily for creator discovery.

My shortlist

1. CreatorIQ — my pick for an agency

If you're managing campaigns for multiple clients, this is probably where I'd start. CreatorIQ offers campaign/program reporting across channels, customizable dashboards, 100+ metrics, and competitive benchmarking. It also supports integrations/exports into external analytics and CRM systems. www.creatoriq.com

The big advantage is that you can get beyond "TikTok got 2.4M views and Instagram got 1.8M" and build a more standardized measurement framework across networks.

Best if: you have significant campaign volume, multiple clients, and need polished reporting that can withstand client scrutiny.

2. Aspire — probably the best balance

Aspire's Social Dashboard specifically lets you break performance down by program, creator, platform, and post type, while bringing reach, impressions, engagement and Total Media Value together. www.aspire.io

Its reporting also connects campaign performance to sales/ROI, which makes it particularly interesting if your influencer work has a meaningful ecommerce component. www.aspire.io

Best if: you want good cross-platform analytics without jumping all the way into an enterprise platform.

3. GRIN — strongest if campaigns drive ecommerce

GRIN centralizes program, campaign and creator data and provides real-time reporting, with the ability to connect creator activity to revenue. grin.co

I'd lean toward GRIN if your clients care about sales, affiliate revenue, discount codes, gifting, UGC and creator ROI as much as awareness metrics.

Best if: you're an ecommerce-heavy influencer agency.

4. Traackr — strongest for strategic benchmarking

I'd consider Traackr when the question isn't just "Did this campaign work?" but "Which creators, markets, platforms and strategies consistently outperform?"

It's particularly relevant for organizations running ongoing influencer programs rather than one-off campaigns. Recent comparisons put Traackr in the analytics/benchmarking category rather than primarily campaign execution. www.truleado.com

What I'd actually recommend for your use case

If you're an influencer agency managing campaigns for clients, I'd shortlist:

CreatorIQ → Aspire → GRIN

And I'd make the buying decision based on whether you need:

• Client-ready cross-network reporting: CreatorIQ
• Flexible platform/creator/post comparisons: Aspire
• Revenue/ecommerce attribution: GRIN
• Competitive/long-term influencer benchmarking: CreatorIQ or Traackr

One important point: don't evaluate these based on the number of metrics they provide. The key is whether you can create a standardized campaign scorecard such as:

Spend → Reach → Impressions → Engagement → CPE/CPM → EMV → Clicks → Conversions → Revenue → ROAS

…and then slice that by client / campaign / network / creator / content format / audience tier without manually combining spreadsheets.

If you tell me roughly how many clients/campaigns you manage per month and which networks you use (TikTok, Instagram, YouTube, etc.), I can narrow this down to the 2–3 platforms I'd demo first and give you a side-by-side comparison of their analytics capabilities and likely pricing.

If your main need is comparing influencer campaign performance across networks (e.g., Instagram vs. TikTok vs. YouTube, or one creator network/program vs. another), I’d shortlist these:

My pick for your use case

I'd start with Traackr or CreatorIQ.

• Choose Traackr if the important question is “Which networks/platforms, creators, markets, and types of activations are actually performing best?” Its measurement system is explicitly designed for cross-platform and cross-market comparisons. www.traackr.com
• Choose CreatorIQ if you're an agency or larger organization that needs highly customizable client/management reporting and benchmarking. www.creatoriq.com
• Choose GRIN if campaign performance ultimately needs to tie closely to Shopify/ecommerce revenue, affiliate sales, and creator payouts. grin.cogrin.co

One important caveat: don't compare raw engagement rates across networks without normalization. I'd want the software to let you build a common reporting layer around metrics such as spend → reach/impressions → engagement → clicks → conversions/revenue → CPA/ROAS, while retaining network-specific metrics underneath.

If you tell me (1) which networks you use, (2) roughly how many campaigns/creators you manage per month, and (3) whether you're an agency reporting to clients or an in-house brand team, I can narrow this to the best 2–3 options and compare pricing, integrations, reporting, attribution, and API/export capabilities.

If your main need is comparing influencer campaign performance across social networks, I’d shortlist these three:

My pick for your use case

Traackr would be my first demo if you're an influencer/creator agency and the key question is:

“Which network, creator, campaign, or market is actually performing best, and how should we move the next dollar?”

It specifically supports comparing performance across platforms, creators, content and markets, plus paid vs. organic, and can consolidate KPIs across campaigns. www.traackr.com

CreatorIQ would be my second demo if your business is more agency/enterprise reporting-heavy—especially if clients expect customized dashboards and benchmarking.

GRIN becomes particularly compelling if you also want the software to handle the operational side of campaigns rather than primarily being an analytics layer.

One important thing I'd evaluate in demos

Don't just ask whether they show Instagram/TikTok/YouTube metrics. Ask them to demonstrate this exact report:

Campaign → Network → Creator → Content → Spend → Reach → Engagement → Clicks → Conversions → Revenue → CPE/CPM/CPA/ROAS

Then ask whether you can normalize those metrics across networks and compare campaigns using the same definitions. That's where platforms can differ substantially.

If you tell me roughly how many influencers/campaigns you manage per month, which networks (TikTok, Instagram, YouTube, etc.), and whether you're an agency reporting to clients or a brand managing your own campaigns, I can narrow this to the best 1–2 options and give you a feature-by-feature comparison.

If your main problem is “we work with lots of influencers, across Instagram/TikTok/YouTube/etc., and need one reliable way to compare campaign performance”, I’d shortlist these:

My recommendation

I'd start with Traackr and CreatorIQ, then compare them against GRIN if you're heavily ecommerce-focused.

The important distinction is that you don't just want a dashboard that says:

Instagram: 2.1M impressions
TikTok: 3.4M views
YouTube: 800K views

You want the system to normalize the data and let you answer questions like:

• Which network produces the lowest cost per meaningful engagement?
• Which creators consistently outperform regardless of network?
• Is TikTok actually outperforming Instagram once spend is considered?
• Which content formats generate the best engagement?
• Which creators generate clicks/conversions rather than just views?
• How does Campaign A compare with Campaign B and with historical benchmarks?
• What was our return on creator spend?
• Which network should receive the next $50K?

That's where Traackr/CreatorIQ have an advantage over a conventional social-media analytics platform. Traackr specifically positions its analytics around comparing content, platforms, creators and markets, while CreatorIQ offers campaign/program/benchmarking reporting and standardized measurement. www.creatoriq.comwww.traackr.com

One thing I'd be careful about

Don't compare raw “views” across networks as if they're equivalent. The platforms define/view-count video consumption differently, so a good analytics system needs a consistent measurement framework rather than simply putting Instagram, TikTok and YouTube numbers into the same chart. www.meltwater.comwww.meltwater.com

For an influencer agency, I'd actually build the evaluation around 5 reporting layers:

1. Campaign — spend, reach, impressions/views, engagements, EMV, clicks, conversions
2. Network — Instagram vs TikTok vs YouTube, etc.
3. Creator — cost, performance, audience quality, ROI
4. Content — format, creative, hook, topic, sponsored vs organic
5. Client/brand — standardized KPIs and benchmarks across all campaigns

If you tell me roughly how many campaigns/creators you manage per month, which networks you use, and whether you need client-facing reports, I can narrow this down to 2–3 platforms and give you a much more practical comparison of features, reporting, integrations, and likely pricing tier.

Yes. If your main problem is “we run influencer campaigns across Instagram, TikTok, YouTube, etc. and need one consistent way to compare creators, campaigns, and networks,” I’d shortlist these:

What I'd pick for your use case

1. CreatorIQ — my first choice if you're an influencer agency.
It has highly configurable campaign/program reporting, 100+ metrics, benchmarking, and APIs/integrations for moving creator data into the rest of your stack. That's particularly useful when you need standardized reports across different clients and networks rather than just a dashboard of social metrics. www.creatoriq.com

2. Traackr — strongest alternative if analytics/benchmarking is the priority.
Traackr specifically supports comparing performance across content, platforms, creators, and markets, including separating organic and paid activity. It also has benchmarking and budget/spend analysis. www.traackr.comwww.traackr.com

3. GRIN — I'd choose this if you're heavily focused on ecommerce outcomes.
GRIN connects campaign reporting with clicks, conversions, sales/revenue, creator performance and ROI, making it attractive when the question isn't just “which network got more engagement?” but “which network actually generated more business?” grin.co

One important distinction

For an agency, I'd avoid choosing purely based on the number of metrics a platform offers. I'd prioritize whether you can create a standardized measurement model such as:

Network → Campaign → Creator → Content → Spend → Reach → Engagement → Clicks → Conversions → Revenue → ROAS

Then you can answer things like:

• TikTok vs. Instagram vs. YouTube CPM
• engagement rate by network
• cost per engaged user
• creator-level ROAS
• revenue per $1,000 spent
• organic vs. paid creator performance
• campaign performance by client/industry
• repeat creator performance
• which creators look good on engagement but actually underperform on conversions

CreatorIQ and Traackr are particularly strong for the first half of that analytical problem; GRIN becomes especially compelling when ecommerce revenue/affiliate attribution is central. www.traackr.com

If you tell me roughly how your agency works — e.g. number of clients, monthly campaigns, networks you run (TikTok/IG/YouTube/etc.), and whether you report engagement or actual conversions/revenue — I can narrow this to the 2–3 platforms I'd actually demo, including what I'd ask each vendor to prove in the demo.

If your main problem is comparing influencer campaign performance across Instagram, TikTok, YouTube, etc., I’d prioritize platforms that normalize creator/content data across networks rather than just tools that manage influencer relationships.

My shortlist

What I'd choose for an influencer agency

1. CreatorIQ — my first demo.
It has particularly strong campaign analytics, configurable reporting, forecasting, link/attribution tracking, and integrations with platforms such as Instagram, TikTok, YouTube, Shopify, Google Analytics and affiliate networks. It can also benchmark performance across campaigns and competitors. www.creatoriq.com

2. Traackr — especially compelling if you manage multiple brands.
Its positioning is much more around creator intelligence: comparing performance across platforms, categories and competitors, building benchmarks, and identifying which creators actually drive outcomes. www.traackr.com

3. GRIN — choose this if you're heavily ecommerce-oriented.
GRIN puts campaign/creator data in one dashboard and emphasizes connecting reach and engagement to revenue, affiliate sales and other business outcomes. www.creatoriq.comwww.traackr.comgrin.co

One important distinction

I'd separate "reporting" from "analytics."

If you need to tell a client:

Campaign A generated 8.2M impressions, $4.31 CPM, 3.8% engagement and $2.40 ROAS

almost any decent platform can get you there.

If you need to answer:

Why did TikTok outperform Instagram for this campaign? Which creators were responsible? How does that compare with our other campaigns and the client's historical benchmarks? Should we move another $50k into TikTok next quarter?

then CreatorIQ or Traackr are the more interesting choices. Recent comparisons also put CreatorIQ ahead on analytics/benchmarking depth, while GRIN is particularly strong for ecommerce-oriented programs. scoop.app

For an agency specifically, I'd demo CreatorIQ and Traackr first, then GRIN if your clients are ecommerce-heavy.

If you tell me roughly how many campaigns/creators you manage per month, which networks you use (IG/TikTok/YouTube/etc.), and whether you need client-facing reports, I can narrow this to 2–3 options and compare pricing, integrations, attribution, reporting, and agency features.

If your main need is comparing influencer campaign performance across Instagram, TikTok, YouTube, etc., I’d prioritize platforms that normalize metrics across networks rather than just giving you native-platform dashboards.

My shortlist

CreatorIQ would be my first demo for your use case. Its measurement suite covers campaign/program reporting and benchmarking, with 100+ metrics, and it can aggregate creator performance so you can compare your network over time. www.creatoriq.com

Traackr is particularly interesting if the question you're trying to answer is "Which creators/platforms are actually driving the most impact for our clients?" It explicitly supports comparisons across platforms, campaigns, categories and competitors, and its reporting separates organic vs. paid activations. www.traackr.com

GRIN is worth looking at if you're not just reporting campaigns but actually running the influencer operation—creator communication, payments, product seeding, ecommerce attribution, etc. Current industry comparisons generally position GRIN as particularly strong around customizable reporting and ecommerce workflows. scoop.app

For an influencer agency specifically

I'd make your evaluation criteria:

1. One standardized scorecard across networks — don't compare TikTok views directly with Instagram impressions without normalization.
2. Campaign → creator → post-level drilldown — so you can identify exactly what drove results.
3. Cost efficiency — CPM, CPE, CPC, CPA/ROAS where conversion data exists.
4. Benchmarking — creator vs. creator, campaign vs. campaign, client vs. client, and ideally historical benchmarks.
5. Organic vs. paid separation — especially if you're amplifying creator content.
6. Client-ready reporting — white-label/custom dashboards are particularly valuable for an agency.
7. API/data export — important if you eventually want to build your own agency-wide reporting layer.

One important point: don't make EMV your primary KPI. It's useful as a directional/secondary metric, but I'd build your reporting around actual business outcomes plus standardized efficiency metrics. This is also consistent with practitioner feedback that engagement quality, creator lift, CPA and conversion actions are more actionable than EMV alone. www.reddit.com

If you tell me roughly how many campaigns/creators you manage per month, which networks you use (TikTok/IG/YouTube/etc.), and whether you need ecommerce/ROAS attribution, I can narrow this to the 2–3 platforms I'd actually demo.

If your main need is comparing campaign performance across Instagram, TikTok, YouTube, etc., I’d shortlist these:

My pick for an influencer agency

CreatorIQ if you're managing campaigns for multiple clients and need polished, defensible reporting. Its reporting is explicitly designed around campaign/program performance and customizable KPIs, which makes client-to-client and network-to-network comparisons easier. www.creatoriq.com

Traackr would be my choice if your team is more analytics-heavy and wants to answer questions like:

• Which network gives us the best cost per engagement/reach/conversion?
• Which creators consistently outperform their platform benchmarks?
• How does TikTok vs. Instagram vs. YouTube perform for the same campaign?
• Which creators/content formats should get more budget?
• How does performance vary by market?
• How do paid creator activations compare with organic creator activity?

Traackr specifically supports comparing impact across content, platforms, creators, and markets, plus spend insights and benchmarks. www.traackr.comwww.traackr.com

One important caveat

I wouldn't choose based on EMV alone. For cross-network comparisons, I'd want the platform to let you normalize around a common scorecard—e.g. spend → reach → engagement → video views → clicks → conversions/revenue, with metrics such as CPE, CPM, CPC and CPA calculated consistently.

Community feedback from influencer marketers also tends to favor using EMV as a directional metric rather than the primary KPI, particularly because high-reach content isn't necessarily high-intent. www.reddit.com

If you tell me roughly how many campaigns/creators you manage per month and which networks (IG/TikTok/YouTube/etc.), I can narrow this to the 2–3 best options and compare their likely pricing, integrations, reporting depth, and agency/client-reporting capabilities.

If your main need is comparing influencer campaign performance across Instagram, TikTok, YouTube, etc., I’d shortlist these:

1. CreatorIQ — best for serious cross-network analytics

CreatorIQ

This would be my first demo if you're an agency or running a sizable influencer program. CreatorIQ specifically offers campaign, program, and benchmarking reporting, with customizable dashboards and 100+ metrics. It can analyze performance at the post, creator, and campaign level and compare your program against competitors. www.creatoriq.com

The big advantage is that you can build a standardized scorecard across networks rather than having separate Instagram/TikTok/YouTube reports.

2. GRIN — best if you also manage the campaigns

GRIN

GRIN is particularly compelling if you're managing creator relationships, campaigns, affiliate activity, and reporting in one system. Its reporting covers reach, impressions, engagement, clicks, conversions, revenue and ROI, with campaign/program data centralized in the platform. grin.co

I'd lean toward GRIN over CreatorIQ if campaign execution + creator management is just as important as analytics.

3. Modash — best value for automated tracking

Modash

Modash is worth a serious look if you don't need an enterprise-heavy platform. It automatically collects creator content and performance data across Instagram, TikTok and YouTube, and can connect creator activity to clicks, discount codes, Shopify sales, revenue, ROAS, etc. www.modash.io

It also lets you export campaign data and filter it by creator, campaign, date range, or metric. www.modash.io

What I'd choose for your use case

If you're an influencer agency managing campaigns for multiple clients, I'd rank them:

CreatorIQ → GRIN → Modash

If you're a smaller/mid-sized team primarily trying to prove campaign ROI, I'd reverse the first two:

GRIN → Modash → CreatorIQ

And I wouldn't choose based purely on how many metrics a platform offers. The critical thing is whether you can create a consistent cross-network campaign scorecard, e.g.:

• Spend / creator cost
• Reach & impressions
• Engagement rate
• Video views / completion
• CPM / CPE
• Click-through rate
• Conversions
• Revenue
• CPA
• ROAS
• Content-level performance
• Creator-level performance
• Network-level performance
• Benchmark vs. previous campaigns

One particularly useful approach is to compare Instagram vs. TikTok vs. YouTube on efficiency, rather than raw reach—otherwise YouTube's longer-form views and TikTok's short-form impressions can make the comparison misleading.

If you tell me roughly how many campaigns/creators you manage per month and which networks you use, I can narrow this to 2–3 platforms and compare pricing, integrations, reporting depth, API/export capabilities, and agency/client reporting.

If your main need is comparing influencer campaign performance across networks (Instagram, TikTok, YouTube, etc.), I’d shortlist these:

My recommendation for your use case

1. Traackr — best if you're an agency managing multiple campaigns/clients.
Its analytics specifically let you compare results across different programs in one dashboard, benchmark performance, and identify the most cost-effective creators/content. It also connects to social platforms and commerce systems. www.traackr.com

2. GRIN — best if campaigns ultimately need to tie back to sales.
GRIN centralizes program, campaign, and creator data and reports on reach, impressions, engagement, clicks, conversions, and ROI. Its benchmarking functionality is particularly useful for seeing how campaigns stack up. grin.co

3. Modash — best if you want something more flexible/lower-friction.
It automatically tracks creator content across Instagram, TikTok, and YouTube and can connect clicks, discount codes, revenue, costs, and ROAS. One limitation for your specific requirement: Modash currently says direct campaign-to-campaign comparison requires exporting the campaigns and analyzing them side by side. help.modash.io

One important thing I'd prioritize

Don't choose based primarily on EMV, impressions, or engagement rate. For comparing networks, I'd build a standardized scorecard around:

Spend → Reach → Engagement → Clicks → Conversions → Revenue → CPA → ROAS

Then normalize for creator size and network differences. Otherwise TikTok's view numbers, Instagram's reach, and YouTube's watch metrics can make an apparently "better" network look better simply because the platforms measure exposure differently.

If you tell me roughly how many campaigns/influencers you manage and whether you're an agency or an in-house brand team, I can narrow this to the 2–3 tools I'd actually demo, including likely pricing/fit.

For influencer campaign analytics across multiple networks, I’d look for software that can aggregate creator performance, normalize metrics across platforms, track attribution, and connect spend to outcomes. The best choice depends on whether you’re an agency, brand team, or marketplace, but these are strong options:

My shortlist by use case

If you manage many influencers across Instagram, TikTok, YouTube, etc.:

• CreatorIQ or Traackr

Best for executive reporting, benchmarking, and global programs.

If your goal is proving ROI (sales/revenue):

• GRIN, Upfluence, or Aspire

Better when you need affiliate links, promo codes, Shopify/ecommerce attribution, and creator payouts.

If you work with agencies or many clients:

• CreatorIQ, Captiv8, or Traackr

Stronger for multi-brand reporting.

Metrics I’d make sure the platform supports

• Cross-network reach and impressions (TikTok vs Instagram vs YouTube normalization)
• Engagement rate by creator and campaign
• Cost per engagement (CPE)
• Cost per thousand impressions (CPM)
• Earned media value (EMV)
• Audience demographics overlap
• Creator-level ROI
• Conversion tracking (affiliate links, codes, pixels)
• Historical benchmarks by creator/category

A common setup for mature influencer teams is:

• Creator relationship + campaign management: CreatorIQ / Aspire / GRIN
• Audience quality checks: HypeAuditor / Modash
• Revenue attribution: Shopify + affiliate platform + analytics layer

If you tell me your approximate scale (e.g., 50 creators vs 5,000 creators, agency vs brand, and whether you care more about awareness or sales attribution), I can narrow this to 2–3 best fits.

If your main requirement is comparing influencer campaign performance across Instagram, TikTok, YouTube, etc., I’d shortlist these:

My top two for your use case

1. CreatorIQ — best if you're an agency managing multiple clients

CreatorIQ specifically supports campaign, program, and benchmarking reporting, with 100+ metrics, and lets you aggregate social performance across your creator network. www.creatoriq.com

That makes it particularly interesting if you want questions like:

• Which network produces the best engagement rate?
• Which creators consistently outperform?
• What's the average CPM/CPE by platform?
• Which campaign types are driving the most conversions?
• How does Client A's campaign compare with Client B's?
• Which creators should we reinvest in?

2. Traackr — best if you want a measurement/optimization layer

Traackr is particularly focused on comparing performance across platforms, categories and competitors, building benchmarks, and identifying the creators/content generating the most cost-effective results. www.traackr.com

That's a very good fit if your agency's value proposition is "we can prove which influencers and networks actually work."

One important distinction

I'd avoid choosing purely based on how pretty the reporting dashboard is. For an influencer agency, I'd test whether the platform can normalize metrics across networks.

For example, you want to be able to create a standardized report like:

Campaign → Network → Creator → Content → Spend → Reach → Views → Engagement → Clicks → Conversions → Revenue → CPA/ROAS

rather than simply getting separate Instagram, TikTok and YouTube reports.

Also, I'd put less weight on EMV (earned media value) as your primary KPI. Community discussions around influencer analytics increasingly favor metrics tied to actual outcomes—creator lift, CPA, conversion actions, and comparisons against paid-social benchmarks—rather than treating EMV as the definitive measure of success. www.reddit.com

If you tell me roughly how many campaigns/creators you manage per month and which networks you use (Instagram/TikTok/YouTube/etc.), I can narrow this to the 2–3 platforms I'd actually demo and give you a feature-by-feature comparison.

If your goal is to compare campaign performance across Instagram, TikTok, YouTube, X, Facebook, LinkedIn, Twitch, and other channels in one place, I'd divide the options into three categories:

My top recommendations

1. CreatorIQ (best overall for agencies)

• Pulls campaign metrics from multiple social networks into one dashboard
• Standardizes metrics like engagement rate, CPM, EMV, reach, impressions, video views, clicks, and conversions
• Strong API integrations with major social platforms
• Excellent for client reporting and benchmarking
• Enterprise pricing

Best if you manage dozens or hundreds of campaigns.

2. Traackr (best for ROI measurement)
One of the strongest analytics platforms available.

It excels at:

• Comparing creators across different platforms
• Cost per engagement
• Cost per view
• ROI
• Earned Media Value
• Competitive benchmarking
• Historical performance

Many global brands use it specifically because it normalizes metrics across networks.

3. GRIN (best for ecommerce)
If campaigns drive online sales:

• Shopify integration
• Affiliate links
• Discount codes
• Revenue attribution
• Multi-platform campaign analytics

Excellent if purchases matter more than awareness.

4. Modash (best value)
If you're a smaller agency or growing team:

• Tracks creators on Instagram, TikTok, and YouTube
• Campaign reporting
• Audience demographics
• Performance history
• Much lower cost than enterprise platforms

A strong balance of capability and affordability.

If you're building your own reporting stack

Many agencies use:

• Looker Studio for dashboards
• BigQuery or Snowflake for data storage
• Platform APIs (TikTok, Meta, YouTube)
• ETL tools such as Fivetran or Supermetrics

This approach provides complete control over KPIs and reporting but requires engineering resources.

Features I'd prioritize

For comparing campaigns across networks, look for software that can normalize:

• Reach
• Impressions
• Engagement rate
• Video views
• Watch time
• CPM
• CPC
• CPE
• CPV
• Click-through rate
• Conversions
• Revenue
• Earned Media Value (EMV)
• Audience demographics
• Follower growth
• Brand safety and fraud detection

My recommendations by team size

• Small agency (1–10 people): Modash or HypeAuditor
• Mid-size agency (10–50 people): Aspire or GRIN
• Large agency or enterprise: CreatorIQ or Traackr
• PR-focused teams: Meltwater Influencer Marketing
• Commerce-focused brands: GRIN

If you tell me:

• approximately how many influencers you manage each month,
• which social platforms you run campaigns on, and
• whether you need organic analytics only or sales/conversion attribution as well,

I can narrow it down to the two or three platforms that are the best fit for your workflow and budget.

If your goal is to compare campaign performance across Instagram, TikTok, YouTube, X, LinkedIn, Pinterest, and other social platforms in one place, I'd divide the options into four categories:

If analytics is your top priority

These are the platforms I see agencies relying on most:

1. CreatorIQ

• Cross-platform dashboards
• Organic + paid campaign reporting
• Earned Media Value (EMV)
• Audience demographics
• Story, Reel, TikTok, Shorts performance
• API integrations into BI tools

Best for: large brands and agencies running dozens or hundreds of creators.

2. Traackr
Particularly good if you need executive reporting.

Highlights:

• Compare campaigns side-by-side
• Cost per engagement
• ROI
• Share of voice
• Brand affinity
• Historical campaign performance

3. Modash
A favorite among many growing agencies because it offers good value.

Includes:

• Instagram
• TikTok
• YouTube

Reports include:

• Reach
• Engagement
• Views
• Audience quality
• Fake follower detection
• Campaign summaries

4. Dash Social
Excellent if Instagram and TikTok are your biggest channels.

Strengths:

• Organic social analytics
• Influencer campaign tracking
• Competitor benchmarking
• Visual dashboards

5. Sprout Social
If you're already managing social publishing, Sprout also offers unified reporting across owned channels and influencer initiatives.

Good for combining:

• Brand account performance
• Influencer content
• Paid campaigns
• Executive reports

If you want highly customizable dashboards

Many agencies build their own reporting stack using a BI platform:

• Social APIs (Meta, TikTok, YouTube, LinkedIn)
• Creator platform exports
• Google Analytics 4
• Shopify or ecommerce data
• CRM data

Then visualize everything in tools like:

• Looker
• Microsoft Power BI
• Tableau

This approach gives you:

• Cross-network comparisons
• Cost per view
• Cost per engagement
• Revenue attribution
• ROAS
• Custom client dashboards
• Historical trend analysis

If you're running an influencer agency

A common stack looks like this:

• Creator management: CreatorIQ, GRIN, or Modash
• Marketing attribution: UTM links + GA4
• Business intelligence: Looker or Power BI
• Client reporting: Automated dashboards refreshed daily

That combination lets you compare creators and campaigns regardless of whether the content was on Instagram, TikTok, YouTube, or another network.

If you can share roughly how many campaigns and creators you manage per month (for example, 20 creators vs. 2,000 creators), I can recommend the tools that best fit your scale and budget.

For influencer campaigns, I’d recommend choosing software based on whether you need cross-network measurement, creator relationship management, attribution, or reporting for clients/leadership. The strongest options are usually not just “social analytics tools,” but influencer marketing platforms with campaign measurement built in.

My shortlist by use case:

• Agency running many influencer campaigns: CreatorIQ or Traackr
• Brand focused on ROI and sales attribution: GRIN or Upfluence
• Need to compare influencer quality before spending: HypeAuditor
• Need executive dashboards combining paid + organic + influencer performance: Sprout Social plus a dedicated influencer platform

For cross-network campaign comparisons, I’d make sure the tool can normalize:

• Reach/impressions by platform
• Engagement rate (with consistent formulas)
• Video views and watch time
• CPM and CPE
• Creator-level performance
• Audience demographics
• Earned media value (EMV)
• Conversion metrics (UTM links, promo codes, affiliate revenue)

A common stack for mature influencer teams is:

1. CreatorIQ or Traackr → campaign management + creator analytics
2. HypeAuditor → creator vetting and audience quality
3. GA4 / Shopify / affiliate platform → conversion measurement

If you share your scale (e.g., 10 creators/month vs. 1,000+, agency vs. brand, and whether you care more about awareness or sales), I can narrow this to 2–3 best fits.

If your primary goal is comparing influencer campaign performance across Instagram, TikTok, YouTube, X, LinkedIn, and other networks in one place, I'd look for software that does three things well:

1. Normalizes metrics across platforms (so engagement rates and reach are comparable).
2. Tracks campaigns at the creator, post, and campaign level.
3. Connects social performance to business outcomes like clicks, sales, and ROI.

Here's how I'd categorize the leading options:

If you're an influencer agency

I'd probably shortlist:

• CreatorIQ – strongest overall platform for large influencer operations.
• Traackr – excellent if clients care about ROI and benchmarking.
• Upfluence – good balance of CRM and reporting.
• Brandwatch Measure – ideal if your biggest pain point is combining metrics from many platforms into executive reports. www.brandwatch.com

Metrics I'd recommend standardizing

Instead of comparing raw likes or views across networks, normalize around:

• Reach
• Impressions
• Video views
• Engagement rate
• Cost per engagement (CPE)
• CPM
• CPC
• CTR
• Earned Media Value (if you use it)
• Clicks
• Conversions
• Revenue
• ROAS
• Creator-level averages
• Campaign-level ROI

This makes Instagram Reels, TikTok videos, YouTube Shorts, and LinkedIn posts much easier to evaluate side by side.

If you already have platform data

If creators are sending screenshots or granting API access, another approach is to build your own analytics stack using a BI tool such as:

• Looker Studio
• Tableau
• Power BI

Many agencies prefer this because they can define their own KPIs, combine data from multiple influencer platforms, CRM systems, Shopify, and GA4, and create branded client dashboards.

If you can share roughly how many campaigns and creators you manage each month (e.g. 50 creators vs. 5,000 creators), I can narrow the recommendations to tools that fit your scale and budget.

If you're managing influencer campaigns across multiple social networks, I'd prioritize platforms that can normalize metrics across TikTok, Instagram, YouTube, X, Twitch, and others, rather than relying on each network's native analytics.

Here's how I'd break down the options:

If your biggest challenge is comparing networks

Look for software that standardizes KPIs such as:

• Reach
• Impressions
• Video views
• Engagement rate
• Cost per engagement (CPE)
• CPM
• Cost per view (CPV)
• Earned Media Value (EMV)
• Click-through rate
• Conversion rate
• Revenue/ROAS

The better platforms automatically normalize these metrics so you can compare, for example, a TikTok creator against a YouTube creator without exporting spreadsheets.

For agencies

If you're running campaigns for multiple clients, I'd lean toward:

1. CreatorIQ — best overall if budget allows.
2. Traackr — excellent for proving ROI.
3. Tagger by Sprout Social — strong all-round agency platform.
4. Modash — good value for mid-sized teams.

If you already have campaign data

Some agencies take a different approach by centralizing data from each platform's APIs into a business intelligence tool like Looker Studio, Microsoft Power BI, or Tableau. This gives complete control over cross-platform scorecards and client dashboards, though it requires more setup than an out-of-the-box influencer platform.

If you can share:

• approximately how many influencers you work with per month,
• whether you're an agency or an in-house brand team,
• and your budget range (e.g. under $500/month, $500–2,000/month, or enterprise),

I can narrow it down to the best fit.