ChatGPT answers, unedited

If you mean marketing/ad performance across Google, Meta, TikTok, LinkedIn, etc., my top pick is supermetrics.com.

• Cross-network consolidation: pulls metrics from multiple ad and marketing platforms into a standardized reporting layer. It specifically supports cross-client/channel normalization for metrics like ROAS, CTR, and CPA. Supermetrics
• Benchmarking: Supermetrics advertises cross-client benchmarking against peers and industry norms, which is useful for an exec-level “where do we stand?” view. Supermetrics
• Executive reporting: good fit if you want the underlying data centralized first, then dashboards/reports built on top of it.

One important caveat

If benchmark percentiles are the non-negotiable requirement, I'd also evaluate triplewhale.com if you're ecommerce-focused. Its 2026 Ads Benchmarks feature explicitly shows whether metrics fall in the top 25%, median, or bottom 25% against a dynamic peer group across Meta, Google, TikTok and other channels. Triple Whale

For pure executive reporting/presentation, dashthis.com is another strong option: it combines 34+ marketing sources and has dedicated executive dashboards, automated reports, PDFs, and shareable URLs. DashThis DashThis But I would not pick it if percentile benchmarking is central to the requirement.

My shortlist:

1. Supermetrics — best overall for a scalable cross-network KPI/benchmarking data layer.
2. Triple Whale — best if you're ecommerce and want native peer percentiles.
3. DashThis — best if polished exec reporting is more important than sophisticated benchmarking.

If you tell me whether this is paid media, ecommerce, SaaS, or broader marketing, I can narrow this to the 2–3 platforms that actually fit and compare benchmark methodology, percentile depth, integrations, and exec-reporting capabilities.

If you mean social-media KPIs across Facebook, Instagram, TikTok, LinkedIn, YouTube, X, etc., I’d shortlist these:

1. Sprout Social — best for exec reporting

My top pick if the primary requirement is “give executives one clean view of performance across networks.”

• Cross-network dashboards consolidate metrics across profiles/networks. sproutsocial.com
• Custom reports can be tailored to stakeholder views, with annotations and presentation-ready exports. sproutsocial.com
• Competitive reports let you benchmark against competitors and industry context. sproutsocial.com
• Caveat: its benchmarking is more oriented around competitor comparisons/averages than a clean universal “you are at the 82nd percentile” score.

2. Rival IQ — best if percentile/benchmarking is the priority

I'd choose Rival IQ if the executive question is “How good are we relative to our competitive set?”

It has cross-channel views, leaderboards, competitor/landscape averages, and ranked performance against a defined competitive landscape. help.rivaliq.com It also publishes industry benchmarks based on thousands of brands across multiple industries. www.rivaliq.com

The catch: its standard benchmarking is heavily based on averages and rankings rather than giving every KPI a standardized percentile across an industry.

3. Facelift Data Studio (formerly quintly) — best for highly customized KPI frameworks

Worth evaluating if you have a sophisticated analytics team. It specifically emphasizes cross-network KPIs, custom datasets, reporting, and competitive benchmarking. www.quintly.com

My recommendation

One important distinction: “benchmarking” doesn't necessarily mean percentile benchmarking. If your desired exec slide is something like:

Engagement rate: 4.8% — 87th percentile vs. consumer brands
Follower growth: 6.2% — 72nd percentile
Video completion: 41% — 93rd percentile

I'd make percentile methodology a hard requirement in the RFP. Rival IQ and Sprout can give you strong comparative context, but I wouldn't assume either provides exactly that standardized percentile treatment for every cross-network KPI without confirming the specific metric and benchmark population.

If you tell me which networks + KPIs + industry you're reporting, I can narrow this to the 2–3 platforms that actually fit and compare their benchmark methodology.

If you mean marketing/media performance reporting (Meta, Google, TikTok, LinkedIn, Amazon, etc.) and you need something that can roll up KPIs and show executive-friendly percentile benchmarks, I’d shortlist these:

1. Singular — best fit for paid media cross-network benchmarking

singular.net

Why it fits:

• Normalizes KPIs across many ad networks into one reporting layer.
• Provides benchmark context such as median/top-quartile comparisons by vertical, geography, and platform mix. Singular
• Strong for exec questions like: - “Are our CAC/eCPI/ROAS metrics good relative to peers?”
• “Which channels are outperforming category norms?”
• “Are we over-indexed on a weak network?”

Best for: VP Marketing, Growth, UA, performance marketing teams.

2. Datorama — best enterprise reporting layer

salesforce.com

Why it fits:

• Designed for consolidating large numbers of marketing data sources.
• Strong executive dashboards, governance, and enterprise-scale reporting.
• Usually paired with a separate benchmark source if percentile ranking is required.

Best for: Fortune 500 marketing organizations with many channels and stakeholders.

3. Funnel — best for flexible KPI normalization

funnel.io

Why it fits:

• Pulls data from many marketing platforms and standardizes metrics.
• Excellent foundation for Looker/Tableau/Power BI executive dashboards.
• Benchmark percentiles usually come from an additional data layer rather than Funnel itself.

Best for: Teams that already have BI and want a clean marketing data warehouse.

4. Google Analytics — useful if web/app KPIs are central

analytics.google.com

Why it fits:

• Provides peer benchmarking with percentile-style comparisons (including median, 25th, and 75th percentile views) for eligible metrics. Google Help
• Good for executive dashboards around acquisition, engagement, and conversion.

Limitation: Less suited as the single source of truth for paid media network reporting.

My recommendation by scenario

For an exec-facing quarterly business review, I would prioritize:

1. Unified KPI definitions (spend, CAC, ROAS, CTR, CVR, retention, LTV)
2. Percentile ranking (P25 / median / P75)
3. Peer segmentation (industry, geo, company size, spend tier)
4. Automated “above/below benchmark” narratives

If you tell me the domain (paid media, SaaS/product analytics, sales KPIs, customer success, finance, etc.) and the networks involved, I can narrow this to the strongest 2–3 options.

If you mean marketing/media performance reporting across ad networks (Meta, Google, TikTok, LinkedIn, etc.) with executive-ready dashboards and percentile benchmarks, I’d shortlist these:

My recommendation by scenario:

• Enterprise CMO/VP Marketing dashboard: Measured — strongest if the goal is “where are we investing and what business impact are we getting?” rather than just channel KPIs. www.measured.com
• Paid media/network optimization: Singular — best match if you need percentile rankings like “our CPI is better than 75% of comparable advertisers in our category.” www.singular.net
• Social performance benchmarking: InsightHive — closest to a true “benchmark network” model where your metrics are compared against anonymized peers across platforms. getinsighthive.com

For an exec audience, I’d prioritize these capabilities:

1. Normalized KPI definitions (e.g., CTR/CPA/ROAS calculated consistently across networks)
2. Percentile ranking (P25/P50/P75/P90 rather than simple averages)
3. Peer segmentation (industry, geography, spend tier, business model)
4. Narrative insights (“You are P82 on CTR but P35 on CPA because CPM is elevated”)
5. Board-ready exports (PowerPoint/PDF/BI connectors)

If you’re specifically looking for a Gartner-style benchmark layer for marketing KPIs rather than a dashboard tool, the shortlist changes.

If your requirement is specifically “one place for cross-network KPIs + peer percentile benchmarks + exec-ready reporting,” I’d shortlist these:

1. InsightHive — best match for your exact requirement.

It consolidates YouTube, Meta, TikTok, Snapchat, and Google Ads into a normalized warehouse and, unusually, benchmarks metrics against anonymized vertical-specific peer percentiles (25th/50th/75th/100th). getinsighthive.com
Best if: percentile context is a must-have, rather than just dashboarding.

2. Supermetrics — best enterprise data/reporting foundation.

Strong for pulling data across a large marketing stack into unified reporting; its agency offering also supports cross-client benchmarking of metrics such as ROAS, CTR, and CPA. supermetrics.com
Best if: you want a flexible data layer that can feed BI/exec dashboards, and benchmarking can be supplemented or customized.

3. DashThis — best for polished exec reports with minimal setup.

It combines data from 30+ marketing platforms, supports executive KPI dashboards, automated delivery, and white-label reporting. dashthis.com
Caveat: its strength is reporting/consolidation; it isn't as compelling as InsightHive if peer percentile benchmarking is the central requirement.

My recommendation

For an executive scorecard, I'd lean InsightHive if its benchmark cohort matches your industry. The key distinction is that it can answer:

“We're at the 73rd percentile versus comparable companies.”

rather than merely:

“Our CTR increased 12% MoM.”

That distinction is much more useful in an exec meeting because it gives leadership an external frame of reference. getinsighthive.com

If you tell me which networks/KPIs you need (e.g. Meta + Google + TikTok, or paid social + organic + web) and whether this is brand-side or agency, I can narrow this to the 2–3 strongest platforms and compare benchmark coverage, integrations, and pricing.

If you mean social/media KPIs across multiple networks, I’d shortlist these:

1. Sprout Social — best overall for exec reporting.

It consolidates cross-network performance into unified reports and dashboards, with competitor/industry benchmarking. Its Premium Analytics supports custom stakeholder dashboards and executive-friendly reporting. sproutsocial.com
Sprout Social

2. Socialinsider — best if benchmarking is the priority.

It pulls public-account data across Instagram, TikTok, LinkedIn, Facebook, X and YouTube, making it particularly useful for answering “where do we rank vs. the market?” in an exec deck. www.socialinsider.io
Socialinsider

3. Hootsuite — best mature enterprise option.

It puts multiple networks in one dashboard, supports industry and competitive benchmarking, and has reporting specifically designed for sharing with executives. www.hootsuite.com
Hootsuite Analytics

One interesting wildcard

InsightHive is unusually close to your exact requirement: it normalizes paid + organic data across YouTube, Meta, TikTok, Snap and Google Ads and explicitly reports 25th/50th/75th/100th percentiles by vertical. The catch is that it appears more like a specialized benchmark/data-warehouse product than a broadly established social-management suite. getinsighthive.com

My pick: If the deliverable is a recurring CEO/CMO dashboard, start with Sprout Social. If the killer requirement is “tell me we're at the 82nd percentile versus comparable brands”, I'd evaluate Socialinsider and InsightHive alongside it.

If you tell me whether you mean social media, paid media, marketing overall, or SaaS/product KPIs, I can narrow this to the 2–3 platforms that actually fit and compare their benchmark methodology, percentile availability, integrations, and exec reporting.

If you need a platform for executive reporting that combines cross-network KPIs with percentile benchmarks, I’d shortlist these based on the type of KPI stack you’re trying to consolidate:

For your specific requirement — “consolidate cross-network KPIs + show executives where we rank (P25/P50/P75/P90)” — I’d lean toward:

1. Best overall for marketing execs: Salesforce Marketing Cloud Intelligence

Use it as the KPI normalization layer:

• Pull Meta, Google Ads, TikTok, LinkedIn, YouTube, CRM, ecommerce, etc.
• Standardize definitions (CAC, ROAS, CTR, CVR, pipeline contribution)
• Build executive scorecards
• Add benchmark percentile fields from your own benchmark dataset or a partner feed

2. Best if percentile benchmarking is the core differentiator: InsightHive

It is specifically built around cross-platform benchmarking, aggregating platforms such as YouTube, Meta, TikTok, Snapchat, and Google Ads and presenting vertical benchmarks with percentile positioning. getinsighthive.com

3. Best lightweight benchmark layer: Markindex

Useful if you mainly need paid media scorecards showing “you are P68 vs market” style reporting. www.markindex.io

A common executive dashboard structure would be:

Executive KPI Scorecard

• Revenue impact: pipeline, revenue, ROAS
• Efficiency: CAC percentile, CPA percentile, CPM percentile
• Growth: spend growth vs revenue growth
• Channel health:
  • Meta Ads: CTR P72
  • Google Ads: ROAS P61
  • TikTok: CPM P45
  • Email: CVR P78

My recommendation: if this is for a CMO/VP Marketing quarterly business review, choose a robust aggregation platform (Marketing Cloud Intelligence, Datorama, Looker, Power BI, etc.) and pair it with a true benchmark source. The benchmark layer is usually the harder part; dashboards alone rarely provide credible peer percentiles.

If you tell me the KPI domain (marketing/media, sales, SaaS/product, finance, operations) and the networks involved, I can narrow this to 2–3 best-fit vendors.

If cross-network KPI consolidation + percentile benchmarking are both non-negotiable, I’d shortlist InsightHive first.

InsightHive

Why it fits

• Cross-network: consolidates YouTube, Meta, TikTok, Snap, and Google Ads into one normalized warehouse. getinsighthive.com
• True percentile benchmarking: reports metrics against the 25th / 50th / 75th percentiles of an industry/vertical cohort, rather than just showing an industry average. getinsighthive.com
• Executive-friendly context: instead of “CTR = 4.1%,” you can report “CTR = 4.1%, 73rd percentile vs. our vertical.”
• Metric normalization: it explicitly harmonizes definitions across platforms, which is important when presenting cross-network KPIs to executives. getinsighthive.com
• Benchmark privacy: peer data is aggregated/anonymized rather than exposing individual companies. getinsighthive.com

The caveat: InsightHive appears more specialized/emerging than the established reporting suites, and access to its benchmark network is reviewed by vertical. So I’d validate cohort size, your specific industry, and whether its executive reporting/export capabilities meet your needs before standardizing on it.

If you prioritize polished exec reporting over benchmark depth

Supermetrics is the safer enterprise data infrastructure choice. It has 150+ connectors and can consolidate paid media, web analytics, SEO, and ecommerce data, with cross-client benchmarking capabilities. supermetrics.com But I'd view it primarily as the data/BI layer, not as the strongest source of external percentile benchmarks.

Whatagraph is another good presentation layer: 50+ integrations and strong automated, client/executive-facing reporting, but its core strength is visualization/reporting rather than independent peer percentile benchmarking. supermetrics.comdashthis.com

My pick: InsightHive if the executive story you want is “Here are our KPIs, and here's exactly where we rank against comparable companies.” If you need a more mature enterprise stack, I'd use Supermetrics + a benchmark data source + your BI layer.

If you tell me whether this is for paid media, ecommerce, SaaS, or broader marketing, I can narrow it to the best 3 platforms and compare connectors, benchmark methodology, percentile depth, executive dashboards, and pricing.

If you mean marketing/social/ad performance across Meta, TikTok, YouTube, Google Ads, LinkedIn, etc., I’d shortlist these:

1. Benchmarketing — best fit for your exact requirement.

It connects multiple platforms, normalizes performance, and gives percentile rankings rather than just averages. It currently supports Google Ads, Meta, GA4, TikTok, LinkedIn, YouTube, Microsoft, Pinterest, Shopify and more. It also has a “blended market percentile,” which is particularly useful for an executive scorecard. www.benchmarketing.org

2. InsightHive — strongest if peer/industry benchmarking is the priority.

It consolidates YouTube, Meta, TikTok, Snapchat and Google Ads into a normalized warehouse and benchmarks metrics against anonymized, vertical-specific peer data, including 25th/50th/75th percentile views. getinsighthive.com

3. EMARKETER Performance Benchmarks — best for executive/board credibility.

Less of an operational cross-network dashboard, but strong if you need trusted external benchmarks, industry context, and presentation-ready charts for leadership. www.emarketer.com

4. Brandwatch — worth considering if your scope is primarily social, rather than paid media + web analytics. Its Benchmark product aggregates metrics across the social channels attached to a brand and provides channel/content-level comparisons. social-media-management-help.brandwatch.com

My recommendation

For an exec-facing report, I'd pick Benchmarketing if the goal is:

“Here are our KPIs → here is our percentile vs. the market → here is where we're strong/weak → here is the business implication.”

That is much more useful to executives than a conventional dashboard showing 37 different platform metrics.

I'd structure the executive view around 5–8 normalized KPIs such as CTR, CPM/CPC, conversion rate, CPA, ROAS, engagement rate, reach efficiency, and video completion, with each showing actual → percentile → trend → benchmark gap.

One caveat: I'd validate the underlying benchmark sample size, peer composition, and methodology during vendor evaluation. Percentile numbers are only as useful as the population they're calculated against.

For your exact use case, I’d shortlist AgencyAnalytics first.

• AgencyAnalytics — Best fit if the priority is executive-ready reporting + cross-channel KPIs + benchmarks in one place. Its Marketing Performance Insights supports 85+ channels, industry-specific benchmarks, forecasting, and centralized dashboards/reports. The benchmark data is based on 150,000+ campaigns across 7,000+ agencies. agencyanalytics.com
• InsightHive — More compelling if true percentile benchmarking is the differentiator. It normalizes YouTube, Meta, TikTok, Snap, and Google Ads data and reports vertical-specific 25th/50th/75th/100th percentiles. getinsighthive.com
• Databox — Good general-purpose option if you want executives to see marketing KPIs alongside broader business metrics. Its Benchmark Groups compare KPIs against anonymized data from similar companies. databox.com

My recommendation: choose AgencyAnalytics for a mature reporting workflow; choose InsightHive if percentile-based peer benchmarking is the non-negotiable requirement.

One caveat: if you mean paid-media performance specifically (Google/Meta/LinkedIn/TikTok/Amazon) rather than broader marketing KPIs, I’d evaluate a different shortlist.

If you mean marketing/media KPIs across Meta, Google, TikTok, LinkedIn, GA4, etc., with percentile benchmarks, I’d shortlist these:

1. AgencyAnalytics — best overall fit for executive reporting. It consolidates 85+ marketing channels into centralized dashboards/reports and offers industry-specific benchmarking based on data from 150,000+ campaigns. It’s particularly strong if the deliverable is a polished recurring exec report rather than deep measurement science. agencyanalytics.com

AgencyAnalytics

2. InsightHive — best match if percentile benchmarking is the #1 requirement. It explicitly normalizes YouTube, Meta, TikTok, Snap and Google Ads into one warehouse and reports metrics at vertical-specific percentiles (25th/50th/75th/100th). getinsighthive.com

InsightHive

3. BenchMarketing — interesting if you want a more benchmark-first product. It connects Google Ads, Meta, GA4, TikTok, LinkedIn, YouTube, Microsoft, Pinterest and Shopify and produces blended market percentiles plus channel-specific percentiles. www.benchmarketing.org

BenchMarketing

4. Measured — better if executives care less about channel KPIs and more about incremental business impact. It combines cross-channel reporting with incrementality testing, MMM and peer benchmarks for spend/ROAS/efficiency. www.measured.com

Measured

My pick

For a CMO/CEO dashboard: AgencyAnalytics.
For “tell me whether we're top quartile vs. peers”: InsightHive or BenchMarketing.

One important distinction: percentile benchmarks are only useful if the peer cohort is defensible—industry, company size, geography, campaign objective, and metric definition should all be controlled. Google Analytics, for example, uses peer groups and reports median/25th/75th percentile ranges rather than treating one generic benchmark as universal. support.google.com

If you tell me which networks/KPIs you need (e.g. Meta + Google + TikTok, CAC/ROAS/CTR/CPM) and whether this is B2B, SaaS, ecommerce, or another vertical, I can narrow this to the 2–3 platforms I'd actually demo.

If your priority is one executive-ready view across paid/social networks plus benchmark percentiles, I’d shortlist these:

1. InsightHive — best fit for your exact requirement.

It explicitly unifies YouTube, Meta, TikTok, Snap, and Google Ads, normalizes KPIs across networks, and reports 25th/50th/75th/100th percentile performance against anonymized vertical benchmarks. It even shows examples like “CTR: 73rd percentile.” getinsighthive.com
Caveat: it appears more specialized/emerging, so I'd validate coverage of your specific networks and benchmark cohort before committing.

2. Supermetrics — best enterprise reporting infrastructure.

Stronger choice if you need to consolidate lots of sources, normalize the data, and feed polished executive dashboards. It connects major ad/social platforms and supports cross-channel KPI standardization. supermetrics.com
Weakness: benchmarking/percentiles aren't as central to the product, so you'd likely add a benchmark data layer.

3. Google Analytics 4 — good if web/customer KPIs are central.

GA4 now provides peer-group benchmarking with 25th, 50th, and 75th percentiles, which is useful for executive context. support.google.com But it isn't a comprehensive cross-ad-network reporting hub.

My recommendation

If “show the CEO/CMO that we're at P73 vs. our industry” is the killer requirement, I'd start with InsightHive. It is unusually close to the workflow you described: consolidate → normalize → benchmark → percentile → executive scorecard.

If you need a more established enterprise data/reporting stack, I'd choose Supermetrics + a benchmark layer instead.

If you tell me which networks/KPIs you need (e.g. Meta + Google + TikTok + LinkedIn; CTR, CPM, CPA, ROAS) and roughly company size/spend, I can give you a tighter 3-platform comparison, including likely pricing and benchmark quality.

If you mean marketing/media performance reporting (Meta, Google Ads, TikTok, LinkedIn, etc.) and you need one exec-facing layer with cross-network KPIs plus percentile benchmarks, I’d shortlist these:

www.measured.comgetinsighthive.com

My recommendation by scenario

1. CMO wants “Are we above or below market?”
→ InsightHive is closest to your ask because it combines cross-platform ingestion with percentile benchmarking (for example, showing where a campaign sits versus a vertical peer set). www.measured.comgetinsighthive.com

2. CMO + CFO want “Which channels are actually driving incremental business?”
→ Measured is stronger. It focuses on apples-to-apples cross-channel measurement rather than vanity KPIs. www.measured.com

3. You need a board-ready dashboard from many enterprise systems
→ Consider an enterprise BI layer (e.g., Tableau/Looker/Power BI) on top of a marketing data warehouse, then add benchmark feeds. This gives the most flexibility but requires more analytics ownership.

For an executive KPI pack, I’d look for these benchmark views specifically:

• KPI percentile rank (P25/P50/P75/P90)
• peer cohort definition (industry, spend tier, geography, funnel stage)
• normalized metrics (not platform-reported apples vs oranges)
• trend vs benchmark (e.g., “ROAS moved from P55 → P72”)
• automated narrative (“what changed and why”)

If you tell me the networks involved (paid social only vs full funnel including CRM/revenue) and company size, I can narrow this to 2–3 platforms.

If you mean social/digital media KPIs across networks, I’d shortlist these:

Best fit: InsightHive

It is unusually close to your exact requirement: it normalizes paid/organic data across YouTube, Meta, TikTok, Snapchat, and Google Ads and reports performance as vertical-specific percentiles (25th/50th/75th/100th). Its benchmark layer is based on anonymized peer data rather than just your own historical performance. getinsighthive.com

Why I'd pick it for exec reporting: “We generated $X / achieved Y% engagement” becomes “Y% puts us at the 73rd percentile for our vertical.” That's much more useful to an executive audience.

More established enterprise option: Meltwater

Strong if you also need social listening, competitive intelligence, and polished executive reporting. It consolidates Instagram, Facebook, TikTok, LinkedIn, X and other channels, with competitive benchmarking and automated reports. www.meltwater.com

Best if cross-network reporting is the priority: Sprout Social

Sprout has dedicated cross-network reports, paid/organic reporting, competitor reports, and presentation-ready reporting. sproutsocial.com I'd favor it if your main pain is getting standardized KPIs into an executive dashboard, although its benchmarking is less directly aligned with the percentile benchmark requirement than InsightHive.

Bottom line: if benchmark percentiles are a hard requirement, start with InsightHive. If you need a broader, mature enterprise social-intelligence suite, look at Meltwater; if you primarily need polished cross-network reporting, Sprout Social is compelling.

If you mean marketing/media performance reporting across ad networks (Google, Meta, TikTok, LinkedIn, programmatic, CRM, web analytics, etc.) with executive-ready dashboards and percentile benchmarks, I’d shortlist these:

My recommendation by scenario

1. CMO / executive marketing dashboard across dozens of networks → Salesforce Marketing Cloud Intelligence

• Best when the requirement is: “one view of spend, impressions, reach, conversions, ROAS, CAC, funnel KPIs.”
• Good for automated data ingestion, KPI normalization, and executive scorecards. www.salesforce.com
• Pair it with a benchmark data source if leadership wants statements like “we are in the 75th percentile vs. peers.”

2. Need true percentile benchmarking against peers → Google Analytics + an external benchmark layer

• Google Analytics is one of the clearer options for percentile-style peer comparisons (median / 25th / 75th percentile). support.google.com
• It is not a replacement for a full cross-network marketing intelligence warehouse.

3. Need CEO/board-level “are we outperforming the market?” reporting → Nielsen or similar measurement providers

• Better when the conversation is about competitive position, media efficiency, audience reach, and market norms rather than just campaign optimization. www.nielsen.com

A practical enterprise stack is often:

• Data layer: warehouse (Snowflake/BigQuery/etc.)
• Reporting layer: Marketing Cloud Intelligence / BI tool
• Benchmark layer: Nielsen, agency benchmarks, platform benchmarks, or proprietary peer cohorts

If you tell me the domain (paid media, SaaS growth, ecommerce, B2B demand gen, app growth, etc.) and approximate scale (<$10M spend vs $100M+), I can narrow this to 2–3 best-fit platforms.

If your requirement is specifically “pull KPIs from multiple ad/social/analytics networks into one exec view, then show where we rank by percentile,” I’d shortlist these:

1. BenchMarketing — best match
   • Connects Google Ads, Meta, GA4, TikTok, LinkedIn, YouTube, Microsoft, Pinterest, Shopify and others.
   • Explicitly provides 25th/50th/75th percentile positioning, including a blended cross-channel percentile.
   • Benchmarks can be segmented by industry/channel/metric.
   • Particularly well suited to an executive report because it turns “CTR = 3.17%” into something like “P72 vs. SaaS peers.” www.benchmarketing.org
   • Caveat: It appears newer/smaller than the established reporting platforms, so I'd validate benchmark sample sizes and methodology before putting the numbers in a board deck.

2. InsightHive — strongest if paid/social media is the focus
   • Normalizes data from YouTube, Meta, TikTok, Snapchat and Google Ads into a common warehouse.
   • Provides vertical-specific percentiles and anonymized peer benchmarking.
   • Its example reporting explicitly shows metrics such as CTR, completion rate, engagement rate and eCPM against percentile rankings. getinsighthive.com
   • Caveat: It looks more like a specialized benchmarking/data layer than a mature general-purpose executive reporting suite.

3. Google Analytics — best established option for web/customer KPIs
   • GA4 now has native peer benchmarking with median, 25th and 75th percentile comparisons. support.google.com
   • Excellent if your executive KPIs are primarily acquisition, engagement, conversion and revenue.
   • Caveat: It doesn't solve the full “all ad networks in one benchmarked reporting layer” problem as cleanly.

My pick

BenchMarketing is the closest literal match to your requirement. If the exec report needs a simple structure like:

Overall marketing performance: P68
Google Ads CTR: P72
Meta CPM: P38
CAC: P81
ROAS: P76

…that's essentially the product they're positioning around. www.benchmarketing.org

If you tell me which networks you need (e.g. Google, Meta, TikTok, LinkedIn, Amazon) and whether this is for an agency or an in-house marketing team, I can narrow it to the best 2–3 platforms and compare data connectors, benchmark methodology, percentile granularity, executive dashboards, and pricing.

If your priority is executive reporting with cross-network KPIs plus benchmark percentiles (not just dashboards), the field narrows considerably.

Here's how I'd rank the strongest options:

If benchmark percentiles are your primary requirement

InsightHive stands out because it is specifically built around anonymized peer benchmarking.

It normalizes data across:

• Meta
• TikTok
• YouTube
• Snapchat
• Google Ads

Then reports metrics like:

• "You are at the 73rd percentile for CTR"
• "56th percentile for video completion"
• "81st percentile for engagement"

against companies in the same vertical, rather than generic averages. That is relatively uncommon among social analytics vendors. getinsighthive.com

If you want the safest enterprise choice

Sprout Social Premium Analytics is probably the easiest recommendation.

Strengths:

• Cross-network dashboards
• Executive-ready reports
• Organic + paid reporting
• Competitor reports
• Strong presentation exports

Its benchmarking is largely competitor- and profile-based rather than industry percentile distributions, so it doesn't usually answer "you're in the 82nd percentile of retail brands." sproutsocial.com

If your executives ask "How do we compare to competitors?"

quintly excels at:

• hundreds of social profiles
• customizable KPIs
• competitive benchmarking
• cross-network reporting
• custom dashboards for executives

It's especially strong if your analysts like building their own scorecards. www.quintly.com

If you're already invested in enterprise communications intelligence

Meltwater combines:

• owned social analytics
• earned media
• competitor intelligence
• executive reporting
• share of voice

This makes it a strong fit for CMOs who want communications and social performance in one place. www.meltwater.com

My recommendation by use case

• Need actual industry percentile rankings (25th/50th/75th/90th): InsightHive
• Need polished executive reporting with broad social management: Sprout Social
• Need flexible analytics and custom benchmarking: quintly
• Need enterprise communications + social intelligence: Meltwater

One important note: many platforms advertise "benchmarks," but they often mean competitor comparisons rather than true peer-group percentile distributions. If your executives specifically want statements like "Our engagement rate is in the 78th percentile among enterprise SaaS companies," verify that the vendor has a large anonymized benchmarking dataset rather than only comparing against accounts you manually select.

If you mean marketing/media performance reporting across ad networks (Meta, Google, TikTok, YouTube, etc.) with executive-ready dashboards plus percentile benchmarks, I’d shortlist these:

getinsighthive.com

My recommendation by scenario:

• CMO / exec dashboard with “Are we winning?” context: look first at InsightHive if your priority is true percentile benchmarking across paid/social networks. It is purpose-built around benchmark cohorts rather than just aggregating your own data. getinsighthive.com
• Large paid media organization needing a source of truth: Singular is a strong fit for unifying spend, campaign, creative, and attribution reporting. getinsighthive.comwww.singular.net
• Enterprise measurement tied to revenue outcomes: Measured is better when incrementality, ROAS, CPA, and finance alignment matter more than peer percentiles. getinsighthive.comwww.measured.com
• Social-first reporting (brand, content, community): Facelift Data Studio is worth evaluating for cross-network social analytics and competitive benchmarking. getinsighthive.comwww.quintly.com

For an executive QBR, I’d look for these benchmark views specifically:

• KPI percentile rank (P25 / P50 / P75 / P90)
• benchmark cohort definition (industry, spend tier, geography)
• normalized metrics (CTR, CPM, CPA, ROAS, engagement rate)
• trend vs. prior quarter
• “what changed / why / action” summaries rather than raw dashboards

If you tell me the networks involved (e.g., Meta + Google Ads + TikTok, social only, CTV, B2B demand gen) and whether you need paid media, organic, or both, I can narrow this to the top 2–3 platforms.

For an exec-facing dashboard that normalizes cross-network KPIs and adds benchmark percentiles, I’d shortlist these platforms depending on whether you need marketing performance reporting, competitive benchmarks, or enterprise measurement:

My recommendation by scenario:

• CMO / VP Marketing dashboard across Meta, Google Ads, TikTok, LinkedIn, programmatic, CRM, and revenue: start with Improvado + BI layer (Looker/Tableau/Power BI) and add a benchmark dataset.
• Agency or media executive reporting where “are we above/below market?” matters: look at Nielsen or Circana.
• Growth team focused on acquisition efficiency: use a consolidation platform (Improvado/Funnel) and build percentile views around:
  • CAC
  • ROAS
  • CPA
  • CTR
  • CVR
  • CPM
  • MER
  • pipeline/revenue per marketing dollar

A good exec benchmark view usually looks less like “Facebook vs Google” and more like:

One caveat: most “cross-network percentile benchmarks” are not truly universal because conversion definitions, attribution windows, vertical, geography, and spend levels vary. The strongest setups combine data consolidation + a curated benchmark source rather than expecting one tool to do both perfectly. www.nielsen.comsupport.google.com

If you mean paid media KPIs specifically (Meta/Google/TikTok/CTV/etc.) or company-wide exec KPIs (marketing + sales + finance), the shortlist changes.

If your priority is one executive dashboard with cross-network KPIs plus benchmark percentiles, the shortlist is actually fairly small. Most reporting platforms consolidate metrics well, but only a few provide meaningful benchmarking beyond your own historical performance.

Here's how I'd rank them:

Best overall: Sprout Social

Sprout is probably the safest enterprise recommendation.

Strengths:

• Consolidates Facebook, Instagram, LinkedIn, TikTok, YouTube, X, Pinterest, Threads, etc.
• Executive-ready reports
• Cross-network engagement, impressions, video, audience growth
• Competitive benchmarking
• Good PowerPoint/PDF exports

The limitation is that benchmarking is largely competitive and historical, rather than "you're in the 82nd percentile of all brands."

Best if benchmark percentiles are the priority: InsightHive

If executive reporting depends on answering:

"Are we actually above average?"

InsightHive is one of the few platforms built around that problem.

It normalizes metrics across platforms and compares performance against anonymized peer datasets, showing:

• percentile rankings
• vertical medians
• quartiles
• cross-platform normalized KPIs

For example, instead of simply reporting a 4.1% CTR, it can show that this places you in the 73rd percentile for your industry. getinsighthive.com

Best for agencies: Facelift Data Studio (quintly)

Facelift Data Studio is very flexible if you need:

• custom KPI definitions
• competitor benchmarking
• cross-network dashboards
• white-labeled executive reports

It has stronger analytics customization than many social management suites. www.quintly.com

If you already use BI tools

Another approach is to combine:

• Supermetrics or Fivetran
• Snowflake/BigQuery
• Power BI or Tableau

Then layer in external benchmark datasets (such as Rival IQ, Buffer, or Socialinsider research). This gives maximum flexibility but requires maintaining your own benchmark logic instead of getting built-in percentile scoring. buffer.com

My recommendation by organization type

• CMO/Executive dashboards: Sprout Social
• Board-level benchmarking with percentile rankings: InsightHive
• Agency reporting: Facelift Data Studio
• Enterprise analytics team with existing data warehouse: Build in Power BI/Tableau and augment with third-party benchmark datasets

If your organization spends heavily on paid social across Meta, TikTok, LinkedIn, YouTube, and similar networks, I'd lean toward a platform that provides peer percentile benchmarking, since executives typically find "85th percentile versus industry peers" much easier to interpret than isolated engagement or CTR figures.

If your primary audience is executives and your goal is to show cross-network performance with benchmark percentiles, the strongest options are those that combine unified reporting with industry benchmarks—not just dashboards.

Here's how I'd rank them:

1. Emplifi (Best overall)

If your executives ask questions like:

• "Are we in the top quartile?"
• "How do we compare to peers?"
• "Which network is outperforming?"

Emplifi is one of the strongest options because it provides:

• Cross-channel KPI consolidation
• Industry and competitor benchmarks
• Percentile-style performance comparisons
• Executive-ready dashboards
• Historical trend analysis

Typical benchmark metrics include:

• Engagement rate
• Reach
• Video views
• Follower growth
• Response time
• Paid + organic performance

2. Sprinklr Insights

Probably the most comprehensive enterprise platform.

Strengths:

• Hundreds of KPIs
• Cross-platform reporting
• Large benchmark database
• AI-powered insights
• Executive scorecards

Best suited for Fortune 1000 organizations with multiple brands.

3. Rival IQ

If benchmarking is more important than publishing or community management, Rival IQ is hard to beat.

It offers:

• Competitor benchmarking
• Percentile rankings
• Industry medians
• Cross-network comparisons
• Executive-friendly exports

Very popular among agencies.

4. Dash Hudson

Excellent for consumer brands focused on:

• Instagram
• TikTok
• YouTube
• Pinterest

Known for strong benchmark datasets and visual executive reporting.

If you want Gartner-style percentile reporting

Look for platforms that explicitly report metrics such as:

• Top 10%
• Top quartile (75th percentile)
• Median
• Industry average
• Percentile ranking
• Competitive index

These are far more meaningful to executives than raw engagement numbers.

My recommendation by company size

• Enterprise (5+ brands, global): Emplifi or Sprinklr
• Mid-market: Rival IQ or Sprout Social
• Consumer brands/influencers: Dash Hudson
• Agencies: Rival IQ or Quintly

If I had to choose one

For executive reporting that combines:

• multiple social networks,
• consolidated KPIs,
• benchmark percentiles,
• polished dashboards, and
• competitive context,

Emplifi is probably the strongest all-around choice. If your organization is already heavily invested in enterprise CX and customer experience platforms, Sprinklr is the more powerful—but also more complex—alternative.

If you're also interested in benchmarking paid media (Meta, Google, LinkedIn Ads) alongside social KPIs, I can recommend platforms that cover both organic and paid performance in a single executive dashboard.