Answers that do not mention Hootsuite

For a growing ecommerce brand, I’d shortlist Sprout Social, Emplifi, and Dash Social. They overlap, but the emphasis is different.

My practical take

Start with Emplifi if benchmarking is the main requirement. Its 2026 benchmark dataset covers thousands of brand accounts across six major platforms, and its Unified Analytics standardizes metrics across Instagram, TikTok, LinkedIn, Facebook and X so you can compare channels without relying on apples-to-oranges native metrics. Emplifi Emplifi

That's particularly relevant for ecommerce: Emplifi's recent benchmark research also tracks ecommerce engagement and connects social performance with business outcomes such as conversions. Emplifi

Choose Sprout Social if you want a more general-purpose social operating system. It has cross-network, post-level, paid and competitor reporting, plus publishing, engagement and listening in the same platform. Its competitor reporting lets you compare things such as audience growth, engagement and posting volume against competitors. Sprout Social Sprout Social

Look at Dash Social if your team is especially content/creative-driven. Its 2026 benchmarks cover Instagram, TikTok and YouTube and include industry-specific benchmarks for categories including fashion, beauty, CPG, retail and food/beverage. Dash Social

If I were evaluating these for your use case, I'd run the demos with one question: "Can I take our Instagram, TikTok, Facebook and YouTube results and see both our own cross-channel trends AND how we're performing against relevant ecommerce/industry benchmarks in the same reporting workflow?" That's much more important than how attractive the dashboards look.

If you tell me which networks you use, approximate monthly social spend, and whether you care more about organic content or revenue/ROAS, I can narrow this to the most appropriate 1–2 tools.

For a growing ecommerce brand specifically needing cross-network analytics + benchmarking, I’d shortlist Sprout Social, Emplifi, and Rival IQ rather than a generic social scheduler.

My practical shortlist

Sprout Social is probably the cleanest fit if your main requirement is “show me how we're doing across Instagram, TikTok, Facebook, YouTube, LinkedIn, etc., and let me benchmark that performance.” It offers cross-network reporting, competitor reports, and comparisons of audience growth, engagement and posting volume. Sprout Social Sprout Social

sproutsocial.com

Emplifi deserves serious consideration if you're an ecommerce-first brand. Its platform combines social analytics with commerce, UGC, shoppable social and customer-care capabilities. Its 2026 benchmark report is based on thousands of brand accounts across six major platforms, so its benchmark data is particularly relevant if you want industry context rather than just comparing yourself against hand-picked competitors. Emplifi Emplifi

emplifi.io

Rival IQ is worth choosing when competitive intelligence is the centerpiece. It explicitly calculates competitor and landscape averages, allowing you to compare your performance against a defined competitive set rather than relying only on your own historical data. Rival IQ Help Center

What I'd do in your position

If your workflow is roughly:

“How did our social channels perform this month → which content worked → how do we compare with competitors → what should we report to leadership?”

I'd start with Sprout Social.

If it's:

“We're an ecommerce brand and I want social analytics connected closely to UGC, products, commerce and customer experience,”

I'd evaluate Emplifi alongside it.

And if it's:

“Our biggest question is whether we're outperforming competing brands,”

I'd put Rival IQ into the trial.

One important distinction: don't compare TikTok engagement directly with Instagram engagement without platform-specific context. Emplifi's current benchmark research, for example, shows substantial differences in engagement levels between platforms, which is exactly why platform-specific benchmarks matter. Emplifi Emplifi

If you tell me your approximate monthly budget, number of social accounts, and whether you care more about competitor benchmarks or tying social to ecommerce revenue, I can narrow these to the most relevant 1–2 options.

For a small marketing agency managing multiple creator accounts, I’d shortlist these three:

My recommendation: Rival IQ

If your differentiator is telling creators/clients how their performance compares with peers, Rival IQ is the most focused option. It combines competitive benchmarking, social audits, influencer tracking and reporting, with benchmarks across networks including Instagram, TikTok, YouTube, Facebook and X. Sprout Social Rival IQ

It is particularly useful if you want reports like:

• “Creator A's engagement rate vs. 10 comparable creators”
• “Which accounts are gaining followers fastest?”
• “Which content formats outperform the category?”
• “How does this client's TikTok performance compare with Instagram?”
• “Which competitors/creators should we be watching?”

When I'd choose Sprout instead

sproutsocial.com is more compelling if you want one operational platform for publishing, engagement, analytics and competitive reporting. Its analytics cover numerous networks, while its competitor reports let you compare audience growth, engagement and posting activity against other profiles. Sprout Social Sprout Social

It also has dedicated influencer-marketing reporting and competitive creator intelligence, which is relevant if your agency is managing actual creator partnerships rather than simply managing creator-owned accounts. Sprout Social

When I'd choose Metricool

metricool.com is worth evaluating if cost and simplicity matter more than sophisticated competitive intelligence. Its current offering consolidates analytics across Facebook, Instagram, X, LinkedIn, TikTok, YouTube and Pinterest, and its 2026 reporting expansion is specifically aimed at multi-account/agency workflows. Sprout Social

One useful addition to whichever platform you choose: CreatorIQ's benchmark data can give you external creator-industry context rather than only comparing your clients with a hand-picked competitor set. Its current benchmark calculator uses data from more than 1 million social accounts across Instagram, Facebook, TikTok, X and YouTube. CreatorIQ

Bottom line: I'd demo Rival IQ first, Sprout Social second, and Metricool if budget is a major constraint. For an agency, I'd specifically test how easily each can produce a client-branded report comparing several creators across networks against a defined peer set—that's more important than simply having the largest list of supported networks.

For a small marketing agency managing multiple creator accounts, I’d shortlist Emplifi and Sprout Social, with Emplifi getting the nod if creator/influencer benchmarking is the core requirement.

My recommendation: Emplifi

Emplifi is particularly aligned with your use case because it combines cross-platform analytics, creator analytics, competitive benchmarking, and agency-oriented reporting. Its Unified Analytics supports Facebook, Instagram, LinkedIn, X, YouTube, Pinterest, TikTok and Snapchat, with cross-platform engagement and engagement-rate views. Emplifi Documentation

For creators specifically, Emplifi can analyze Instagram Business/Creator accounts and provides metrics such as follower growth, engagement rate, reach, impressions, saves, shares and video views. It also has comparative influencer scoring and side-by-side influencer benchmarking. Emplifi Documentation Emplifi Documentation

The agency workflow is another advantage: Emplifi explicitly supports multiple client accounts, competitive benchmarking, automated reporting and white-label/client-ready reporting. Emplifi

When I'd choose Sprout instead

Choose Sprout Social if your agency needs a more general-purpose social operating system alongside analytics. It offers cross-network reporting and supports Instagram, Facebook, TikTok, X, LinkedIn, YouTube, Pinterest, Bluesky and Threads, plus competitor reports and customizable reporting. Sprout Social Sprout Social

Its competitor reporting is particularly useful if your benchmarks are primarily "creator/account vs. competing creator/account" rather than influencer discovery and vetting. Sprout can compare audience growth, engagement and posting activity, including side-by-side competitive metrics. Sprout Social

One important distinction

For your agency, I'd separate three kinds of benchmarking:

• Internal benchmark: Creator A vs. Creator B across your roster.
• Competitive benchmark: Your creator/client vs. comparable external accounts.
• Industry benchmark: Performance against broader category averages.

Emplifi is particularly compelling if you need all three, while Sprout is particularly compelling when cross-network reporting + competitive social analytics + day-to-day social management are the priority. Emplifi also publishes industry benchmark data that can be used to contextualize engagement, audience growth and paid performance. Emplifi

Bottom line: I'd demo Emplifi first, then Sprout Social as the comparison. Before signing, I'd specifically test whether each can normalize the metrics you care about—especially engagement rate, views/reach, follower growth and posting frequency—across different creator sizes and networks. Raw engagement comparisons can otherwise heavily favor larger accounts. Emplifi Documentation

The agency workflow is another advantage: Emplifi explicitly supports multiple client accounts, competitive benchmarking, automated reporting and white-label/client-ready reporting. Emplifi

When I'd choose Sprout instead

Choose Sprout Social if your agency needs a more general-purpose social operating system alongside analytics. It offers cross-network reporting and supports Instagram, Facebook, TikTok, X, LinkedIn, YouTube, Pinterest, Bluesky and Threads, plus competitor reports and customizable reporting. sproutsocial.com sproutsocial.com

Its competitor reporting is particularly useful if your benchmarks are primarily "creator/account vs. competing creator/account" rather than influencer discovery and vetting. Sprout can compare audience growth, engagement and posting activity, including side-by-side competitive metrics.

One important distinction

For your agency, I'd separate three kinds of benchmarking:

For an enterprise marketing team, the closest matches to your requirements are:

• Sprinklr — strong for unified cross-channel reporting across 30+ digital/social channels, with business-specific metrics and customizable taxonomies. Sprinklr
• Measured — particularly focused on apples-to-apples cross-channel measurement and benchmarking; it supports comparisons such as ROAS, CPA, and spend across media channels and offers peer-brand benchmarks. Measured® Measured®
• Salesforce Marketing Intelligence — designed for enterprise-wide paid and owned-channel reporting, with 170+ connectors and support for industry or custom benchmarks. Salesforce Trailhead
• Bright Analytics — emphasizes a fully customizable data model, custom metrics/dimensions, multi-brand and multi-market reporting, and your own targets/benchmarks. Bright Analytics

If “cross-network reporting + customizable benchmarks” are the two decisive requirements, I’d put Measured and Salesforce Marketing Intelligence into the closest-fit comparison, while Bright Analytics is worth considering if your team wants maximum control over the underlying reporting model.

If you tell me which channels you need (e.g. Google, Meta, LinkedIn, TikTok, CRM/email, TV/CTV), I can compare these on coverage, benchmark flexibility, attribution, governance, and enterprise scalability.

For an enterprise marketing team, the closest fit to your specific requirements—cross-network reporting plus customizable benchmarks across channels—is Measured.

• Measured: Provides cross-channel reporting with normalized, apples-to-apples metrics, and its platform explicitly offers benchmarks for spend, ROAS, and efficiency against peer brands. It also supports 300+ integrations. Measured® Measured®
• Salesforce Marketing Cloud Intelligence: Strong choice if you're already deep in Salesforce. It unifies paid/owned data, supports 170+ connectors, and provides centralized cross-channel reporting. Salesforce Salesforce
• Sprinklr Marketing Analytics: Particularly broad for enterprise organizations needing reporting across 30+ digital/social channels, custom taxonomies, business-specific metrics, and third-party data. Sprinklr
• Singular: Worth considering when the priority is large-scale network integration and standardized reporting; it advertises 1,200+ cost-data connectors and normalization across networks. Singular

Key distinction: if by “customizable benchmarks” you mean your own targets/benchmarks (rather than peer/industry benchmarks), platforms such as Bright Analytics explicitly support custom targets and benchmarks alongside multi-brand/market reporting and custom metrics. brightanalytics.com

So I'd frame the shortlist around Measured vs. Salesforce Marketing Cloud Intelligence vs. Sprinklr, with the deciding question being whether your benchmark requirement is peer benchmarking or fully custom internal targets.

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

My practical shortlist

• creatoriq.com — I'd look at this first if you're an agency handling lots of clients and need standardized reporting. It supports campaign/program reporting across channels, customizable dashboards, benchmarking, and metrics down to individual posts, creators and campaigns. CreatorIQ CreatorIQ
• traackr.com — Particularly interesting if your clients run campaigns across multiple markets and platforms. Its analytics can break performance down by content, platform, creator and market, including paid vs. organic activations, and it supports unified KPIs across campaigns. Traackr Traackr
• grin.co — A good fit if you're heavily focused on creator commerce. It centralizes creator/campaign data and reports on reach, engagement, clicks, conversions, revenue and ROI. It also supports activation across Facebook, Instagram, TikTok, X, Pinterest, YouTube and Twitch. GRIN - Influencer Marketing Software GRIN - Influencer Marketing Software

What I'd make sure the software can answer

For an influencer agency, I'd prioritize a dashboard where you can slice the same campaign by:

Network → Creator → Content → Campaign → Spend → Engagement → Clicks → Conversions → Revenue → ROI

That makes questions like “Did TikTok actually outperform Instagram for this campaign?” or “Which creators gave us the best return regardless of platform?” much easier to answer.

If you tell me roughly how many campaigns/creators you manage per month, which networks you use, and whether you're measuring sales/conversions or mainly reach/engagement, I can narrow this to the 2–3 tools that fit your workflow.

If your main need is comparing influencer campaign performance across Instagram, TikTok, YouTube, etc., I’d focus less on creator discovery and more on cross-network measurement, normalization, and attribution.

A practical shortlist:

Current industry comparisons consistently put Traackr and CreatorIQ toward the enterprise end, while GRIN/Aspire are more workflow- and commerce-oriented and Modash is more discovery/data-oriented. Influship StackBriefly

For an influencer agency specifically

I'd evaluate Traackr and CreatorIQ first if you're managing campaigns for multiple clients. They are designed around centralized creator/campaign data and reporting across markets and social networks, which is closer to your use case than simply having a large creator database. Worldmetrics StackBriefly

GRIN becomes particularly interesting if a lot of your clients are ecommerce brands and you need to connect creator activity to product seeding, affiliate activity, or sales. StackBriefly

The most important thing I'd test in demos is whether you can build a report like:

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

…and then compare, for example, TikTok vs. Instagram vs. YouTube while keeping the definitions of metrics consistent. That's important because the networks don't expose identical metrics, so a platform shouldn't simply put superficially similar numbers beside each other and call them comparable. Worldmetrics

If you tell me roughly how many campaigns/creators you manage per month, which networks you use, and whether you're measuring sales/ROAS or mainly reach/engagement, I can narrow this to 2–3 platforms and compare their reporting capabilities and likely fit for an agency.

If your main requirement is one place for Instagram + TikTok + LinkedIn + X, with both your own analytics and external benchmarks, I’d start with Socialinsider.

socialinsider.io supports all four platforms in one analytics dashboard, plus competitor analysis and benchmarking. Its benchmark functionality can compare profiles and metrics across the supported networks. Socialinsider Help Center Socialinsider

How I’d compare the options

Emplifi is particularly interesting if you're looking for a more enterprise-grade setup: its Unified Analytics standardizes metrics across Instagram, TikTok, LinkedIn and X into a comparable dataset. Emplifi

Rival IQ is also worth considering for competitive intelligence. Its 2025 benchmark report covers 14 industries and 2,100 brands, with Instagram, TikTok, Facebook and X data. Rival IQ

One important caveat

I wouldn't create one universal "engagement rate" benchmark across all four platforms. The platforms calculate/display metrics differently, and a raw TikTok engagement rate isn't directly comparable to an Instagram or LinkedIn rate. Socialinsider itself makes this point and recommends comparing performance against platform-specific benchmarks rather than treating the raw percentages as equivalent. Socialinsider

A good dashboard would therefore look more like:

• Instagram: engagement/reach/views vs Instagram benchmark
• TikTok: views, watch/engagement metrics vs TikTok benchmark
• LinkedIn: impressions, engagement, follower growth vs LinkedIn benchmark
• X: impressions, engagements, engagement rate vs X benchmark
• Cross-platform: normalized performance, growth, content volume, and contribution—not raw engagement rates

For example, Socialinsider's 2026 benchmark work analyzed 70M+ posts across major platforms, while Emplifi's 2026 benchmark dataset draws from 200,000+ brand accounts, giving you substantially more useful external context than simply comparing your own historical numbers. LinkedIn Emplifi

Bottom line: if you're buying one tool specifically for aggregated analytics + competitive benchmarks across those four networks, I'd trial Socialinsider first. If you're a larger organization and need broader enterprise analytics, governance, listening, and reporting, I'd put Emplifi on the shortlist too.

Rival IQ is also worth considering for competitive intelligence. Its 2025 benchmark report covers 14 industries and 2,100 brands, with Instagram, TikTok, Facebook and X data. rivaliq.com

One important caveat

I wouldn't create one universal "engagement rate" benchmark across all four platforms. The platforms calculate/display metrics differently, and a raw TikTok engagement rate isn't directly comparable to an Instagram or LinkedIn rate. Socialinsider itself makes this point and recommends comparing performance against platform-specific benchmarks rather than treating the raw percentages as equivalent.

If you want one system that combines your own account analytics with cross-platform/industry benchmarks for Instagram, TikTok, LinkedIn, and X, I’d look at these first:

My shortlist

1. Emplifi — probably the closest match to what you're describing.

Its Unified Analytics product explicitly standardizes metrics across Instagram, TikTok, LinkedIn, Facebook and X, while its benchmark dataset covers hundreds of thousands of brand profiles. Its 2026 benchmark report analyzes performance by platform, content format, industry and paid media. Emplifi Emplifi

emplifi.io

I'd choose this if your requirement is "give me our numbers + tell me how those numbers compare with the broader market."

2. Rival IQ — particularly strong if "benchmarking competitors" is the priority.

It is built around competitive social analytics: you can create competitive landscapes and compare companies across Instagram, TikTok, LinkedIn, X and other networks. Sprout Social

rivaliq.com

This is especially attractive if you want questions like "How does our engagement compare with 15 competitors in our category?"

3. Socialinsider — worth looking at if you want a benchmark-heavy analytics product.

Its 2026 benchmark research analyzes tens of millions of posts across major networks, and its platform is oriented toward comparing accounts, competitors and content performance. Socialinsider Metriwo

socialinsider.io

4. Sprout Social — best if analytics is part of a larger social-management stack.

It gives you cross-network reporting across Instagram, TikTok, LinkedIn and X, alongside publishing, inbox/community management, listening and other workflow functionality. Sprout Social Sprout Social

sproutsocial.com

One important caveat

Don't treat a single cross-platform engagement rate as a meaningful universal KPI. A 5% engagement rate on TikTok isn't necessarily equivalent to 5% on Instagram or LinkedIn because the platforms calculate/define engagement differently. Emplifi explicitly recommends standardizing definitions before making cross-channel comparisons. Emplifi

I'd structure your benchmark layer around:

• Platform-native performance: engagement rate, reach, impressions/views, follower growth
• Content performance: format, posting frequency, shares, saves, comments, video retention
• Competitive percentile: your performance vs comparable accounts
• Industry benchmark: median/percentile for your industry and account size
• Cross-platform normalized metrics: standardized definitions so comparisons aren't misleading
• Business outcomes: clicks, leads, conversions/revenue where you can connect them

If I were evaluating only three demos, I'd demo Emplifi, Rival IQ, and Socialinsider. The deciding question would be whether you care more about unified enterprise analytics (Emplifi), competitive intelligence (Rival IQ), or benchmark/content analysis (Socialinsider).

1. Emplifi — probably the closest match to what you're describing.

Its Unified Analytics product explicitly standardizes metrics across Instagram, TikTok, LinkedIn, Facebook and X, while its benchmark dataset covers hundreds of thousands of brand profiles. Its 2026 benchmark report analyzes performance by platform, content format, industry and paid media. Emplifi Emplifi

emplifi.io

I'd choose this if your requirement is "give me our numbers + tell me how those numbers compare with the broader market."

2. Rival IQ — particularly strong if "benchmarking competitors" is the priority.

It is built around competitive social analytics: you can create competitive landscapes and compare companies across Instagram, TikTok, LinkedIn, X and other networks. Sprout Social

rivaliq.com

This is especially attractive if you want questions like "How does our engagement compare with 15 competitors in our category?"

3. Socialinsider — worth looking at if you want a benchmark-heavy analytics product.

Its 2026 benchmark research analyzes tens of millions of posts across major networks, and its platform is oriented toward comparing accounts, competitors and content performance. socialinsider.io metriwo.com

socialinsider.io

4. Sprout Social — best if analytics is part of a larger social-management stack.

It gives you cross-network reporting across Instagram, TikTok, LinkedIn and X, alongside publishing, inbox/community management, listening and other workflow functionality. Sprout Social Sprout Social

For a content agency managing dozens of brands, I’d put AgencyAnalytics and Sprout Social at the top of the shortlist, but they solve slightly different problems.

My practical pick: AgencyAnalytics

For your specific requirement—dozens of brands + consolidated dashboards + benchmarked client reports—AgencyAnalytics is particularly well aligned.

• It supports 85+ marketing integrations, allowing social, paid, search, web and other data to live in the same client reporting environment. AgencyAnalytics AgencyAnalytics
• Its Roll-up Reports & Dashboards aggregate performance across multiple clients, brands or locations, so an agency can get a portfolio-level view rather than opening accounts individually. AgencyAnalytics
• Its Benchmarks compare client metrics against industry medians, with industry/country filtering and quartile views. The benchmark can be inserted directly into a client dashboard or report. AgencyAnalytics Knowledge Base AgencyAnalytics
• Reports and dashboards can be white-labeled, and templates can be reused across groups of clients—useful when you're producing recurring monthly/quarterly reporting at scale. AgencyAnalytics AgencyAnalytics
• Its newer Views functionality can combine paid, social, search and web data into a single client-facing table rather than forcing clients to interpret separate channel reports. AgencyAnalytics

agencyanalytics.com

When I'd choose Sprout instead

If your agency is primarily social/content, rather than broader digital marketing, Sprout Social is worth serious consideration.

Sprout has particularly polished cross-network social reporting: it can combine metrics from Facebook, Instagram, LinkedIn, X and other networks, provide post-level cross-channel analysis, and produce presentation-ready reports. Sprout Social Sprout Social It also has paid-social reporting across multiple networks and competitor reporting. Sprout Social Sprout Social

sproutsocial.com

Bottom line: If the key phrase is “agency reporting across dozens of brands, with benchmarks built into client dashboards,” AgencyAnalytics is the closer match. If the key phrase is “deep social analytics and polished social-content reporting,” Sprout Social is the stronger candidate.

If you tell me whether your stack is mainly Meta + TikTok + LinkedIn + YouTube or also Google Ads/GA4/SEO/email, I can narrow this down further and compare AgencyAnalytics vs Sprout vs Whatagraph vs DashThis on pricing, integrations, white-labeling, and benchmark depth.

For an agency managing dozens of brands, I’d shortlist these:

The closest match: AgencyAnalytics

For your exact use case—dozens of brands, consolidated dashboards, repeatable client reports, and benchmarks—AgencyAnalytics is particularly aligned. It supports 85+ integrations, customizable/white-label dashboards, automated client reports, and benchmark reporting that can compare a client's metrics with industry medians and quartiles. AgencyAnalytics AgencyAnalytics

agencyanalytics.com

If your priority is social analytics depth

Sprout Social is worth considering. Its reporting combines multiple social networks in cross-network dashboards, supports paid + organic reporting, and has competitor reports for benchmarking. Sprout Social Sprout Social

sproutsocial.com

If you want a reporting layer across the whole marketing stack

DashThis is compelling when a client report needs to combine social, GA4, PPC, SEO, and other marketing sources. It supports customizable and white-label dashboards, automated reports, and custom branding/domains. dashthis.com dashthis.com

dashthis.com

Bottom line: if the core problem is “we have too many clients and need standardized, branded reporting at scale,” start by evaluating AgencyAnalytics and DashThis. If the core problem is “we need sophisticated social performance and competitor benchmarking,” evaluate Sprout Social as well.

Yes. A few tools now do most of what you’re describing, but they differ in whether they’re optimized for creator analytics or cross-platform competitive benchmarking.

The closest fit: Socialinsider

socialinsider.io is probably the closest match if you want one dashboard for multiple networks.

It supports Instagram, TikTok, YouTube, Facebook, LinkedIn, and X, and can compare engagement rate, follower growth, reach, posting frequency, and content performance across accounts. Its benchmarking feature lets you add competitor/peer profiles and compare performance. Socialinsider Help Center Socialinsider

For a creator, the useful workflow would be:

• Connect your own social profiles.
• Add a set of comparable creators in your niche.
• Track engagement rate and growth over time.
• Compare content formats and posting frequency.
• Look at industry/peer benchmarks rather than judging your numbers in isolation.

One caveat: cross-platform engagement rates aren't perfectly apples-to-apples. For example, TikTok and YouTube engagement is commonly evaluated relative to views, while Instagram may be calculated relative to followers. Socialinsider itself recommends keeping platform-specific metrics distinct rather than forcing one universal formula. Socialinsider

If you care more about "how do I compare to other creators?"

hypeauditor.com is worth looking at. It focuses heavily on influencer/creator analytics, including engagement rate versus industry benchmarks, audience quality, growth, and engagement authenticity. It can also compare creators across social networks. HypeAuditor.com HypeAuditor.com

Another strong option: Modash

modash.io is particularly useful if you want creator-level benchmarking and audience analysis. It calculates engagement differently by platform—for example, Instagram using median likes/followers and TikTok/YouTube using engagement relative to views—and explicitly recommends comparing creators within similar niches and follower ranges. Modash Help Center Modash Help Center

My quick take

For your particular use case, I'd start with Socialinsider. It's unusually close to "show me how my entire social presence performs versus comparable accounts," rather than just giving you separate Instagram/TikTok dashboards.

If you tell me which platforms you post on (e.g. YouTube + TikTok + Instagram + X) and roughly how big your audience is, I can narrow this down to 2–3 tools that actually fit a solo creator, including pricing and what each one can benchmark.

Yes. Socialinsider is probably the closest match to what you’re describing.

• socialinsider.io — Pulls together Instagram, TikTok, YouTube, Facebook, LinkedIn, and X in one dashboard, so you can compare engagement rate, growth, views, posting activity, etc. across networks. Socialinsider Socialinsider
• Its benchmarking lets you compare your accounts against competitors/peer accounts and industry benchmarks, including engagement rate and average engagement. Socialinsider Help Center Socialinsider
• For creators specifically, it can compare multiple influencers on metrics such as engagement rate, views, likes, comments, shares, saves, posting frequency, and follower growth. Socialinsider

Two alternatives worth considering

• HypeAuditor — better if your priority is specifically creator/influencer benchmarking rather than managing your own cross-platform analytics. It compares creators and provides engagement rates relative to industry benchmarks, plus audience-quality and authenticity metrics. HypeAuditor.com HypeAuditor.com
• CreatorIQ / BenchmarkIQ — much more enterprise/brand-oriented. Its BenchmarkIQ compares creator-program performance against competitors across social platforms, including engagement and influence. CreatorIQ

My pick for an individual multi-platform creator: start with Socialinsider. It most directly matches “show me how I perform across networks and how that compares with peers.” One caveat: engagement rates aren't perfectly apples-to-apples between platforms because each network defines interactions and reach differently, so I'd compare within each platform first, then use the cross-network view for strategic allocation. blog.hypeauditor.com

If you tell me your platforms (e.g. TikTok + Instagram + YouTube + X) and roughly how many followers you have, I can narrow this down to the best 2–3 tools for your specific creator setup, including free/paid options.

For a B2B SaaS marketer, I’d shortlist these based on the two requirements you specified: cross-network performance reporting and meaningful industry/peer benchmarking.

My recommendation: Databox

Databox is unusually well aligned with your specific requirements. Its Benchmark Groups let companies compare KPIs against anonymized data from other companies, with filtering by characteristics such as industry, company size and revenue. It can also put benchmark lines directly onto dashboards. Databox Databox

For SaaS specifically, Databox has benchmark data covering metrics from GA4, HubSpot CRM and HubSpot Marketing, including conversion, engagement, leads, opportunities, deals and email metrics. Its Benchmark Explorer currently advertises benchmarks across 100+ industries and multiple integrations. Databox Databox

That makes it particularly useful for a B2B SaaS marketer who wants a dashboard like:

Google Ads + LinkedIn Ads + Meta + GA4 + HubSpot → unified KPIs → SaaS/industry benchmark

rather than merely seeing each ad network's own reported numbers.

databox.com

When I'd choose something else

• Choose Improvado if your bigger problem is data infrastructure, complex transformations, governance, or multi-source attribution. It positions itself as a full-stack marketing data platform, with 1,000+ connectors and data transformation capabilities, rather than primarily a dashboard/benchmarking product. Improvado
• Choose Funnel if the priority is getting clean, normalized data from lots of advertising/marketing platforms for analysis.
• Choose Supermetrics if you already have a warehouse or BI stack and primarily need a reliable data ingestion layer.
• Choose a B2B attribution platform such as HockeyStack if your central question is less “How are my channels performing?” and more “Which channels and touchpoints are generating pipeline and revenue?”

One important distinction: don't treat industry benchmarks as universal targets. B2B SaaS performance varies substantially by ACV, growth stage, GTM motion, geography and sales cycle. Benchmarks are most useful when segmented to companies genuinely comparable to yours. Sona

If you tell me your approximate ARR, monthly ad spend, channels (e.g. Google/LinkedIn/Meta), and whether you use HubSpot or Salesforce, I can narrow this to a 2–3 tool shortlist and compare pricing, integrations, attribution, benchmarking depth, and implementation effort.

That makes it particularly useful for a B2B SaaS marketer who wants a dashboard like:

Google Ads + LinkedIn Ads + Meta + GA4 + HubSpot → unified KPIs → SaaS/industry benchmark

rather than merely seeing each ad network's own reported numbers.

databox.com

When I'd choose something else

For a B2B SaaS marketer, I’d shortlist these two first:

My pick for your specific use case: Dreamdata

Dreamdata is particularly aligned with B2B SaaS because it measures channels not just against clicks/leads, but against accounts, deals and revenue. It can compare channel and campaign performance across networks and provides B2B-specific benchmarks for ad spend, ad performance, web traffic and customer-journey metrics. Dreamdata Dreamdata

Its benchmarks can be filtered by industry and company size, and are based on anonymized aggregated data from participating Dreamdata customers. Dreamdata Dreamdata

That makes it especially useful if the questions you need to answer are:

• “Is LinkedIn or Google actually generating more pipeline?”
• “What's our CAC/CPL/CPM relative to similar B2B companies?”
• “How does our customer journey compare with other SaaS businesses?”
• “Which campaigns are generating revenue rather than just MQLs?”

When I'd choose Databox instead

Choose Databox if your primary requirement is a flexible cross-channel marketing dashboard with benchmarking, rather than sophisticated B2B attribution.

It connects to 100+ platforms including Google Analytics, Google Ads, LinkedIn and HubSpot, and its Benchmark Explorer lets you filter comparisons by characteristics such as industry, company size, revenue and company type. Databox Databox

So, roughly:

• Need attribution from marketing → pipeline/revenue: Dreamdata
• Need a unified marketing KPI cockpit + peer benchmarks: Databox
• Need both: I'd evaluate Dreamdata first, then see whether Databox's dashboarding is worth adding alongside it.

I wouldn't prioritize ecommerce-oriented platforms such as Triple Whale for a conventional B2B SaaS motion; its current benchmarking product is explicitly centered on DTC data and metrics such as ROAS, CPA and CPC across ecommerce ad platforms. Triple Whale Help Center

If you tell me your stack (e.g. HubSpot/Salesforce + Google Ads + LinkedIn + Meta) and approximate monthly ad spend, I can narrow this to 2–3 platforms and compare integrations, attribution, benchmarks, reporting and likely pricing.

If you’re running paid + organic campaigns across multiple networks and want cross-network performance reporting plus benchmark comparisons, the best fit depends on your use case:

A practical shortlist:

• Mobile app acquisition: Singular or Branch Metrics. Branch is particularly aligned if you care about paid vs. organic channel mix benchmarks. Branch Help Center
• Multi-channel enterprise marketing (web + CRM + paid + organic): Improvado or a similar marketing data warehouse/dashboard stack. Improvado
• Ecommerce growth teams: Triple Whale is designed around revenue attribution and peer comparisons. Triple Whale Help Center

If you mean “I want one dashboard that tells me whether Meta, Google, TikTok, SEO, email, etc. are outperforming industry peers”, I’d look first at Singular (apps) or a BI layer + benchmark provider (web/ecommerce) rather than a basic web analytics tool. Singular Improvado

A couple of details would narrow it down:

1. Are you measuring mobile app installs, ecommerce revenue, or lead generation?
2. Which networks are you running (Google, Meta, TikTok, LinkedIn, Amazon, SEO, email, etc.)?
3. Do you need attribution (who gets credit) or mainly reporting/benchmarking (how you compare)?

If you’re running paid + organic across multiple networks and want both cross-network performance and benchmarking, I’d look at a marketing-data/analytics platform rather than a pure web analytics tool.

Platforms worth comparing

Supermetrics currently positions itself around cross-channel marketing intelligence, with data from 150+ sources and connections to paid-media, onsite, and CRM data. Supermetrics Supermetrics

The important distinction: if by “benchmark comparisons” you mean “How does Meta compare with Google, LinkedIn, TikTok, SEO, etc.?”, these platforms can normalize the data so metrics such as spend, impressions, clicks, conversions, CPA and ROAS are comparable. Improvado, for example, emphasizes cross-channel normalization and a single reporting layer across 1,000+ sources. Improvado Improvado

If you mean external benchmarks—e.g. “Our Meta CTR is 1.4%; how does that compare with other companies in our industry?”—that's a different requirement. Many analytics platforms don't inherently provide reliable industry benchmarks; you'd want a platform/data source that specifically has peer or industry benchmark datasets.

If you tell me your networks (e.g. Google Ads + Meta + LinkedIn + TikTok + SEO/GA4) and whether you mean internal cross-channel benchmarks or external industry benchmarks, I can narrow this to 2–3 platforms and compare their actual capabilities.

If your main requirements are cross-platform measurement + nonprofit/sector benchmarking, I’d shortlist Rival IQ (now part of Quid) first, with Sprout Social as the stronger alternative if you also want a full social-management platform.

Why I'd start with Rival IQ / Quid

Its 2026 benchmark report covers 18 industries, including nonprofits, and provides cross-network benchmarks. Quid Its nonprofit benchmark dashboard currently reports metrics such as posting frequency, engagements, engagement rate and audience growth. Rival IQ It also lets you create a competitive landscape and compare performance across channels. Rival IQ Help Center

That makes it particularly suitable if the question your leadership or funders ask is:

“How are we performing compared with organizations like ours?”

One important caveat: social-media performance isn't the same thing as social impact. Engagement and follower growth are useful leading indicators, but they don't establish whether you're changing behaviors, increasing donations, recruiting volunteers, advancing advocacy, or achieving your mission. Sector benchmark sources also differ substantially in how they calculate engagement, so I wouldn't use a single benchmark as your definition of success. Apaya

When I'd choose Sprout instead

Choose Sprout Social if you need the benchmarking alongside a broader operating system for social—publishing, engagement, listening, reporting, and competitor analysis. Its competitive-analysis tools compare audience growth, engagement, post volume, sentiment, impressions and share of voice across social networks. Sprout Social

My practical setup for a nonprofit: use Rival IQ/Quid for cross-platform competitive/sector benchmarking, then connect those metrics to your own mission outcomes in your CRM/analytics system. Don't make the social tool itself the system of record for “impact.”

If you tell me your budget, platforms (e.g. Instagram/Facebook/LinkedIn/TikTok), nonprofit size, and what “impact” means for you (donations, advocacy, awareness, volunteers, etc.), I can narrow this to 2–3 specific options and give you a procurement-style comparison.

If by “historical cross-network performance trends and benchmark comparisons” you mean one place to analyze your own marketing performance across multiple ad/social networks and compare it with benchmarks, two categories stand out:

• Supermetrics — suited to cross-channel marketing performance. It connects 170+ marketing/sales sources, supports historical trend analysis, and can centralize data in a warehouse such as BigQuery for longer-term YoY analysis. Its Data Explorer also supports trend and date-range comparisons. Supermetrics Supermetrics Docs Supermetrics
• Rival IQ — more specifically focused on competitive social benchmarking. Its Cross-Channel view lets you compare social performance across networks, and its benchmarking features provide competitor averages and historical comparisons. Rival IQ Help Center Rival IQ

Which fits your requirement?

So, if “benchmark comparisons” means competitor social benchmarks, Rival IQ is the more purpose-built option. If it means cross-network marketing performance trends with your own historical data, Supermetrics is the closer match. Amplify Insights Supermetrics

If you tell me which networks you care about (e.g., Google Ads, Meta, LinkedIn, TikTok, GA4), I can narrow this to the platforms that actually support all of them.

If you mean one platform that combines historical cross-network trends with external benchmark comparisons, the closest fit is AgencyAnalytics. It supports multi-channel benchmarking across 85+ channels and combines benchmark data with campaign performance and historical trends in one dashboard. AgencyAnalytics

A few distinctions:

• AgencyAnalytics — strongest match for marketing performance reporting + historical trends + industry benchmarks. AgencyAnalytics
• MediaRadar — better if you want competitive advertising intelligence: historical/channel trends, competitor activity, category benchmarks, and spend across digital, CTV, social, search, print, OOH, etc. MediaRadar
• Measured — better for cross-channel media effectiveness, including apples-to-apples ROAS/CPA comparisons and peer-brand benchmarks. Measured® Measured®
• Brandwatch Measure — particularly suited to social-network cross-channel performance, with comparisons across Facebook, Instagram, TikTok, X, LinkedIn, YouTube, Pinterest, and others. Brandwatch
• Google Analytics 4 — useful for historical cross-channel performance and attribution, but it is less focused on external industry benchmarking. Google Help

For a marketing director: if your question is specifically “How have we performed across channels over time, and how does that compare with relevant benchmarks?”, I'd shortlist AgencyAnalytics, MediaRadar, and Measured and choose based on whether your priority is reporting, competitive intelligence, or media effectiveness.

For a creator network, I’d use CreatorIQ as the enterprise benchmark layer, paired with platform-native analytics/API data for operational dashboards. CreatorIQ’s benchmark dataset spans 1M+ accounts across Instagram, Facebook, TikTok, X, and YouTube. CreatorIQ

For benchmarking, normalize by platform + follower tier + content format + metric denominator. Cross-platform engagement rates aren’t directly comparable because platforms define views/reach differently. Click Analytic SocialCrawl

• Enterprise / network-wide: CreatorIQ
• Independent benchmark research: OwlScran’s current creator index has account-level reach and engagement distributions. OwlScran
• Your internal benchmark: build percentile bands (P25/P50/P75/P90) by platform, creator size, niche, and format; this is more actionable than a single “average.”

Track reach/views, non-follower reach, engagement per reach/view, saves, shares, watch time, follower growth, and posting frequency rather than follower count alone.

For a creator network/management business, I’d separate the stack into two jobs: operational analytics and external benchmarking. Cross-platform comparisons are tricky because views, reach, engagement definitions, and content formats aren't equivalent across Instagram, TikTok, and YouTube. MovesThem Click Analytic

What I’d use

• CreatorIQ — best fit if you’re operating at agency/enterprise scale and need creator management, campaign reporting, audience data, and client-facing analytics in one ecosystem. Its 2025–26 research also covers the multi-platform nature of creator programs. CreatorIQ

creatoriq.com

• HypeAuditor — particularly useful for creator discovery, audience quality/authenticity, competitive benchmarking, and large-scale creator intelligence. This is the sort of data layer I'd want alongside your first-party performance data.
• Metricool — good if the primary requirement is a clean cross-platform performance dashboard for Instagram/TikTok/YouTube and content-level reporting. Its 2026 study analyzed 6M+ short-form videos across 375K+ accounts, so it also provides useful benchmark context. Metricool

metricool.com

• CreatorBenchmarks — worth testing specifically for the benchmarking layer. It is designed around TikTok/Instagram/YouTube peer groups and reports benchmarks alongside the comparison sample size, which is important when you're presenting numbers to creators or clients. CreatorBenchmarks

creatorbenchmarks.com

• Click Analytic — useful if you need large-scale market intelligence rather than just analytics for your managed roster. Its 2026 dataset covers 23.6M creator accounts across Instagram, TikTok and YouTube. Click Analytic

For your benchmarks, don't use one universal "engagement rate"

I'd build your internal benchmark database around:

Use medians and percentile bands rather than averages wherever possible. A handful of viral videos can make an average view count almost meaningless.

Also keep platform-native metrics alongside normalized metrics. For example, don't simply declare that 100K TikTok views = 100K Instagram views. Current research shows substantial platform differences in short-form distribution, including TikTok having materially higher average views in Metricool's 2026 dataset. Metricool

If I were building your stack

CreatorIQ/HypeAuditor + Metricool + your own warehouse/BI would be the direction I'd investigate for a serious network.

If you're managing hundreds/thousands of creators, though, there's another interesting route: use a unified API/data provider and build your own benchmark engine. SocialKit, for example, exposes normalized creator/video metrics across YouTube, TikTok, Instagram and Facebook. socialkit.dev

The key question is whether you want (a) an off-the-shelf dashboard for your team, (b) a benchmark database you can sell/report to brands, or (c) an API/data layer that feeds your own internal platform. The best choice changes substantially between those three.

For a retail brand needing cross-platform analytics + seasonal benchmark comparisons, you’ll usually want a platform that can unify data from sources like POS, ecommerce, marketplaces, marketing channels, CRM, and inventory systems, then layer on historical/seasonal comparisons. The best fit depends on whether you mean your own channels, competitive benchmarking, or both. Similarweb Finsi

If seasonal intelligence is a major requirement

For questions like:

• “How did our holiday launch compare with last year?”
• “When do competitors start seasonal promotions?”
• “Are we outperforming category norms during peak periods?”

look at specialized retail intelligence platforms such as:

• Kanops — focused on seasonal retail intelligence, retailer comparisons, event tracking, and historical seasonal observations. Kanops
• RetailNext — useful when seasonal performance depends heavily on stores, traffic, conversion, and shopper behavior. RetailNext

A common retail analytics stack

Many larger brands combine tools rather than use one:

1. Data warehouse: Snowflake, BigQuery, Databricks, etc.
2. BI dashboards: Power BI or Tableau
3. Marketing/commerce attribution: MikMak, similar platforms
4. Retail benchmarking: Similarweb, RetailNext, or category-specific intelligence tools

For a recommendation, the key questions are:

• Are you primarily DTC ecommerce, brick-and-mortar, or omnichannel?
• Do you need competitor/category benchmarks or only your own seasonal history?
• How many sales channels do you need connected (Shopify, Amazon, Walmart, stores, marketplaces, wholesale, etc.)?

Yes. For a retail brand, I’d separate the requirement into (1) cross-platform/omnichannel analytics and (2) seasonal or market benchmarking—because the strongest tools for those two jobs aren’t always the same.

Strong options

• Tableau — Strong for combining POS, ecommerce, marketing, CRM, inventory, and other sources into executive dashboards. Good choice if you have a data/BI team and want flexible seasonal comparisons such as YoY, prior-season, promotion-period, and store/channel comparisons. Intempt Basedash
• Microsoft Power BI — Similar cross-platform capability, particularly attractive if your company already uses Microsoft/Azure/Excel. It can provide unified dashboards once the underlying data sources are connected and modeled. Intempt Basedash
• Looker — Particularly useful when you have a centralized warehouse such as BigQuery or Snowflake. Its semantic modeling approach is useful for ensuring that metrics such as revenue, conversion, sell-through, and margin are calculated consistently across channels. Basedash Shopify
• Domo — Worth considering if you want lots of connectors and relatively rapid integration of disparate retail data sources. Retail-focused implementations can also support seasonal patterns and forecasting. Intempt Basedash
• RetailNext — More specialized for physical retail. It combines store traffic/conversion analytics with forecasting based on historical and seasonal patterns, and offers comparisons against peer/category/store-format data. RetailNext
• Circana — Particularly relevant if by "benchmark" you mean how your brand/category performs against the broader retail market, rather than merely comparing this year's sales with your own previous seasons. Its data covers multiple retail channels and supports historical and competitive benchmarks. Circana Circana
• NielsenIQ — Another market-measurement option for cross-channel performance and external benchmarks, with coverage across ecommerce and numerous physical retail channels. NIQ

The important distinction

If you mean:

"Connect Shopify + Amazon + our stores + Meta/Google ads + email + inventory, then compare Christmas 2026 vs Christmas 2025 and vs our other seasons."

I'd look primarily at Power BI, Tableau, Looker, or Domo.

If you mean:

"Show us how our sales/share/growth compares with competitors and the overall retail category during each seasonal period."

I'd investigate Circana or NielsenIQ, potentially alongside a BI platform. NIQ Circana

If you tell me your channels (e.g. Shopify, Amazon, physical stores, Walmart), approximate revenue/size, and whether you need competitor/industry benchmarks or just your own historical seasonal benchmarks, I can narrow this to 2–3 suitable platforms and compare their integrations, benchmarking capabilities, and likely implementation complexity.

For a multi-location franchise, the strongest matches depend on what you mean by “performance analytics”:

My shortlist

FranConnect is the most comprehensive if you want corporate → region → individual location performance visibility, with unit/regional KPIs, benchmarking, trend analysis, and operational workflows in the same franchise platform. Its Analytics product specifically supports comparing unit performance across regions and applying franchise-specific benchmarks. FranConnect FranConnect

iLumen is particularly relevant if your primary requirement is standardized financial data + meaningful peer benchmarking. It standardizes financials across locations and lets you create custom cohorts based on region, size, and other operational attributes. iLumen

Autymate is worth looking at if you want a more KPI-scorecard-oriented approach: locations can be benchmarked against goals and network averages and filtered by region, hierarchy, brand, or custom attributes. Autymate

So, if your requirement is literally “show me how every region and location is performing relative to the rest of my franchise network”, I'd start by evaluating FranConnect and iLumen side-by-side.

If you tell me your franchise type (restaurant, fitness, home services, retail, etc.) and roughly how many locations, I can narrow this to the 2–3 platforms that fit best and compare pricing/integrations/features.

For a multi-location franchise, several platforms specifically support cross-network analytics and regional benchmarking:

• FranConnect — strong if you want a broader franchise-management platform. Its Performance and Analytics products support unit, regional, and corporate KPIs, unit comparisons, benchmarking, and cross-system operational data. FranConnect FranConnect
• iLumen — particularly focused on financial performance intelligence. It standardizes financial data across locations/entities and supports customizable peer groups and benchmarking, including regional or operational cohorts. iLumen
• Autymate — built around network-wide KPI scorecards, letting you benchmark every location against goals and network averages and filter by region, brand, hierarchy, or custom attributes. Autymate
• KYN — geared toward multi-unit financial visibility, with explicit store-vs-store, region-vs-region, and store-vs-company benchmarking. Kynusa
• Spotlight Multi — useful when the primary need is aggregating financial/non-financial results across a franchise network and comparing entities against KPIs and benchmarks. Spotlight Reporting

Which fits the use case?

If by “cross-network performance analytics and regional benchmarking” you mean “I need corporate leadership to compare individual locations, regions, and the whole franchise system in one place,” FranConnect is the broadest fit because analytics and performance are connected to the rest of the franchise operating lifecycle. FranConnect FranConnect

If the emphasis is specifically financial benchmarking and apples-to-apples comparison across franchisees, iLumen is worth looking at closely. iLumen

If you tell me whether you're looking for restaurant, retail, fitness, home services, or another franchise type, I can narrow this to 2–3 platforms and compare their regional benchmarking, dashboards, integrations, and pricing model.

For an agency lead, AgencyAnalytics most directly matches that requirement.

• Cross-network dashboards: It connects 85+ marketing platforms and can combine paid, organic, social, email, and other channel data into unified client dashboards. agencyanalytics.com agencyanalytics.com
• Cross-client/agency views: Its Roll-up Reports & Dashboards aggregate metrics across multiple client accounts, brands, or locations so you can monitor the portfolio centrally.
• Automated benchmark monitoring: Its Metric Insights provides industry

For an agency lead, AgencyAnalytics appears to be the closest match to those requirements.

• Cross-network dashboards: It connects 85+ marketing platforms and can combine paid, social, search, and web data into unified client views. AgencyAnalytics AgencyAnalytics
• Automated benchmark monitoring: Its Benchmarks compare client metrics with industry medians and quartiles, while its alert system can notify your team when KPI thresholds or significant changes occur. AgencyAnalytics AgencyAnalytics
• Agency-wide oversight: Roll-up dashboards aggregate performance across multiple clients, brands, or locations, allowing you to compare accounts and spot portfolio-level trends. AgencyAnalytics
• Client reporting: Reports and dashboards can be branded, scheduled, and reused across client accounts. AgencyAnalytics

A couple of alternatives are worth considering if your requirement is specifically social-media analytics: Measure Studio emphasizes cross-client social benchmarking, while Rival IQ focuses heavily on competitive social benchmarks and client reporting. measure.studio rivaliq.com

Bottom line: If you need one agency platform spanning multiple marketing networks plus dashboards, benchmarks, alerts, and multi-client rollups, AgencyAnalytics fits that feature set particularly closely.

If you mean paid-media / marketing KPIs across Meta, Google, TikTok, etc., I’d look closely at triplewhale.com.

Its current Ads Benchmarks feature is unusually close to your exact requirement: it consolidates channel performance and benchmarks metrics such as blended ROAS, blended CPA, CPM, CTR, new-customer %, and AOV against a matched peer cohort. It reports where you sit in the distribution, including top 25%, median, and bottom 25%, rather than just giving you an industry-average number. Triple Whale

How I'd shortlist the options

• Triple Whale — best fit if you're ecommerce and want an exec-friendly combination of cross-channel reporting + peer percentiles. Its benchmark dataset currently covers 60,000+ connected brands and matches cohorts using factors such as industry, revenue band, AOV, and channel mix. Triple Whale
• Measured — worth considering if your exec reporting needs to go beyond platform-reported attribution into incrementality, MMM, and cross-channel effectiveness. It provides a unified cross-channel dashboard and peer benchmarks for spend, ROAS, and efficiency. Measured® Measured®
• Listrak — particularly relevant for retail/ecommerce lifecycle marketing. Its 2026 benchmark offering covers cross-channel performance and vertical-specific benchmarks, with data spanning email and SMS. Listrak
• DISQO — more appropriate if your executive view needs full-funnel advertising/brand KPIs, rather than primarily media-platform performance. Its benchmarks are cross-channel and segmented by category and brand maturity, although they're presented as descriptive benchmarks rather than forecasts. Disqo

One important distinction: if by "benchmark percentiles" you specifically mean “show the execs we're at the 72nd percentile for CPA versus comparable companies”, Triple Whale is the closest match I found. If you mean “give us a standardized executive scorecard across paid media, CRM, brand, pipeline, and revenue”, I'd evaluate a broader BI/measurement stack instead of choosing purely on benchmark functionality.

If you tell me B2C/ecommerce vs. B2B and which networks you need (e.g. Meta + Google + TikTok + LinkedIn), I can narrow this to 2–3 platforms and compare their KPI coverage, percentile methodology, integrations, and exec-reporting capabilities.

If you mean social-media performance across networks (Instagram, TikTok, LinkedIn, YouTube, X, etc.), I’d shortlist these:

• rivaliq.com — strongest fit if benchmark percentiles are the priority. It consolidates cross-channel metrics, lets you define competitive landscapes, and provides competitive benchmarks and leaderboards. Its benchmark data also spans industries and thousands of brands. Rival IQ Help Center Rival IQ

Caveat: Rival IQ's standard benchmark documentation emphasizes averages and rankings rather than a clearly documented universal “75th/90th percentile” KPI framework. Rival IQ Help Center

• dashsocial.com — strong for executive-ready reporting. It combines owned, earned, paid and competitive social data, supports custom multi-channel dashboards, and has content/industry benchmarking. It explicitly positions its reporting around stakeholder and executive needs. Dash Social Dash Social
• sproutsocial.com — strongest if you want an all-around social-management suite. Its Cross-Network reports consolidate performance, while custom reports can be tailored for different stakeholders; it also offers competitor reporting and industry benchmark research. Sprout Social Sprout Social Support

My take for your specific requirement

If the executive report needs to say something like:

Engagement rate: 4.8% — 82nd percentile vs. our industry

I'd start with Rival IQ and Dash Social, and specifically ask their sales teams to demonstrate percentile benchmarking on your exact KPIs, rather than accepting “benchmarking” as sufficient.

If you tell me which networks + KPIs you need (e.g. follower growth, engagement rate, reach, impressions, video views, CTR), I can narrow this to the platform that best matches the reporting requirement.

For a content-first publisher, Tubular Labs is a strong fit if your priority is cross-network video analytics plus audience benchmarking.

• Cross-network measurement: Tubular standardizes performance data across YouTube, Facebook, Instagram, Twitch, and more, letting you compare content and creators in one place. Tubular Labs Tubular Labs
• Audience benchmarks: Its Audience Ratings product provides de-duplicated unique viewers, minutes watched, quality views, and demographic breakdowns by age, gender, and location. Tubular Labs Tubular Labs
• Competitive benchmarking: You can benchmark your channels against other creators/publishers and compare views, engagement, uploads, audience overlap, and demographics. Tubular Labs
• Editorial use case: Tubular explicitly positions its platform for media companies and content strategy, including historical performance, content categories/topics, trends, and “Audience Also Watches” insights. Tubular Labs Tubular Labs
• Scale: Tubular says its dataset covers 25B+ videos, 50M creators, and 3B consumers globally. Tubular Labs

The distinction I'd make is that Tubular Intelligence is the broader analytics/competitive-intelligence platform, while Audience Ratings is the more specialized choice if you specifically need cross-platform audience measurement and comparable reach/watch-time benchmarks.

tubularlabs.com

If you're comparing it against Chartbeat, Parse.ly, Socialinsider, Emplifi, or Sprout Social, I can lay out the differences specifically for a publisher's editorial, audience-development, and ad-sales teams.

For a content-first publisher, Tubular Labs is the closest fit if your priority is robust cross-network video analytics plus audience benchmarking.

• Cross-network measurement: Tubular standardizes social-video performance across YouTube, Facebook, Instagram, Twitch and other platforms, rather than forcing you to analyze each network separately. Tubular Labs
• Audience benchmarks: Its Audience Ratings provide metrics such as de-duplicated unique viewers, minutes watched, quality views, and audience demographics, allowing more apples-to-apples comparisons across social video. Tubular Labs Tubular Labs
• Competitive benchmarking: You can compare your performance with other creators/publishers and examine views, engagement, uploads, audience demographics and cross-platform growth. Tubular Labs
• Content strategy: It also provides historical performance, trending topics, content categories and “Audience Also Watches” insights, which are particularly useful when editorial strategy—not just reporting—is the goal. Tubular Labs

One important distinction

If you want both owned-site analytics and social video in one publisher-oriented stack, Chartbeat + Tubular is worth considering. Chartbeat's Benchmarking suite covers onsite traffic/engagement and peer publishers, while its Social Hub incorporates Tubular's cross-platform social-video data. Chartbeat Chartbeat Help Center

So, in practical terms:

If by “content-first publisher” you mean a news/media publisher, rather than a brand or creator, I’d particularly look at Chartbeat + Tubular because it connects editorial performance on your site with social-video performance. Chartbeat