LinkedIn's native ads dashboard is fine for checking if a campaign spent its budget. It's not built to answer the questions a marketer actually gets asked in a Monday pipeline review — which hours are wasting spend, how this month compares to industry benchmark, or whether a campaign's clicks are turning into anything a CFO would recognize as a result. That gap is why a separate analytics layer has become close to standard for B2B teams running any meaningful LinkedIn budget, and why the platforms filling it look pretty different from each other once you get past the dashboard screenshots.

The five below are all built as linkedin ads analytics platforms sitting on top of that reporting layer, but they answer different questions well. Picking based on which one has more charts is the wrong filter — the better question is which one answers the specific report a team is actually asked to produce every week.

1. DemandSense

DemandSense — Campaign Intelligence dashboard. Source: demandsense.com/linkedin-ads-analytics 

DemandSense's analytics go a level deeper than most native or bolt-on dashboards: alongside standard LinkedIn Ads Insights, it breaks performance down by hour, so a team can see exactly when spend is working and when it's being wasted on low-intent windows — the same data the platform uses to auto-schedule campaigns. 

It also runs a benchmarking report against industry averages, which is usually the first thing asked for in a leadership review ("is our ROAS actually good, or just fine?") and normally takes a marketer an afternoon to piece together manually. Reported figures put average LinkedIn ROAS for DemandSense customers at 5.8x, roughly double the 2.8x SaaS industry benchmark the platform reports against.

Pricing: $99/mo (Basic), $149/mo (Plus).

2. ZenABM

ZenABM — Account Stages & Company Engagement Scoring dashboard. Source: zenabm.com 

ZenABM's reporting is built around account-level ABM performance across channels, which is genuinely useful for teams whose weekly report is organized by target account rather than by campaign — and published pricing from $59/mo makes it one of the cheaper entry points on this list. It's a less natural fit for a team whose reporting need is specifically LinkedIn ad performance and spend efficiency, since that's not the primary lens the platform reports through.

Best for: ABM teams reporting on account engagement across channels, not LinkedIn spend specifically.

3. HockeyStack

HockeyStack’s example of an attribution model. Source: hockeystack.com 

HockeyStack offers deep full-funnel reporting across essentially every channel a B2B team runs, which is strong for a team standardizing all performance reporting into one platform. That breadth comes with a starting price around $599/mo (usage-based, per third-party listings) and an implementation timeline that's a real consideration for a team that just needs better LinkedIn-specific reporting today.

Best for: Teams consolidating full-funnel reporting across every marketing channel into one platform.

4. Factors.ai

Factors.ai — LinkedIn AdPilot spend-control interface. Source: factors.ai/product/linkedin-adpilot 

Factors.ai's $199/mo entry tier covers basic website and account dashboards — solid for a first step up from native reporting. The deeper LinkedIn-specific analytics and benchmarking most teams actually want sit in tiers starting at $6K/year, which is a bigger jump than the entry price suggests.

Best for: Teams that want basic dashboards now with room to grow into deeper reporting on an annual contract later.

5. Metadata.io

Metadata.io — platform dashboard. Source: metadata.io 

Metadata's reporting is tied closely to its automation engine — strong for seeing how automated budget shifts performed, less built for the kind of benchmark-against-industry reporting a leadership review usually wants.

Best for: Teams already using Metadata's automation who want reporting on the same platform.

Where Most Reporting Stacks Fall Short

The most common failure mode isn't a missing metric — it's missing context. A dashboard that shows CPM dropped 20% month-over-month is only useful once someone knows whether that's good, average, or still worse than what similar B2B companies are paying. 

That's the piece native ad platforms and a lot of bolt-on analytics tools skip entirely: they'll show a number, but not whether it's a number worth acting on. Benchmarking against a peer set is what turns a metric into a decision, which is why it's worth checking for specifically rather than assuming any "analytics platform" includes it.

Choose Reports You Need, Not the Ones You’re Offered

The fastest way to narrow this list is to write down the exact report someone asks for most often — "how did we do this month vs. benchmark," "which hours are we wasting spend," "how does LinkedIn compare to Google and Meta" — and pick the platform that answers it natively instead of requiring an export and a pivot table. DemandSense was built to cover most of those questions inside one view, which tends to be the difference between a report that takes ten minutes and one that takes an afternoon.