SaaS Reporting That Turns Data Into Decisions
Reporting shouldn’t be manual or up for debate. At Candybox, we give SaaS companies scalable foundations: accurate, accessible, and trusted from Sales to the boardroom.

Trusted Partners












The Three Most Common Reporting Challenges in SaaS
Manual, Piecemeal Reporting
Slows Strategic Decision-Making
Inconsistent Metrics & Definitions
What Great SaaS Reporting Looks Like
Your CRO shouldn’t be digging through tabs, they should be seeing one clear version of the truth. With the right reporting setup, SaaS teams get consistent, real-time visibility into revenue and GTM performance.
ARR, bookings, and expansions tracked consistently
Weekly activity metrics get tied to revenue
Real-time, updated dashboards across GTM + Finance
Evolving dashboards that flex with company priorities
Visibility for everyone (with the right level of access)







Whatever Tools You Use, We’ve Got You Covered
We’ve seen every tool combo under the sun. And we know how to make them click for your SaaS.
CPQ Lite
Skip the complexity of full CPQ. We build a lightweight quoting framework in Salesforce that handles SaaS pricing, co-terminous expansions, and clean ARR/TCV reporting. It's everything you need, nothing you don’t.
Attribution
Get full-funnel visibility across Salesforce, HubSpot, and other platforms. We help teams fix tracking issues, align attribution models with real buying behavior, and build reporting leaders can trust.
Lead Routing
Getting leads is only half the battle—getting them to the right person fast is where the magic happens. We streamline your Salesforce and HubSpot routing rules to ensure every lead is assigned instantly, fairly, and accurately. No more missed SLAs, messy handoffs, or lost opportunities.
Other Use Cases That Move the Needle
Solid lead SaaS Reporting is just one piece of the RevOps puzzle. The real advantage comes when every system in your go-to-market stack is connected, clean, and built to scale. At Candybox, we help fast-growing SaaS teams untangle siloed tools, fix broken processes, and turn disjointed data into a competitive edge.
FAQs
A SaaS reporting dashboard is a centralized view of the key metrics that drive a SaaS business. It pulls data from tools like Salesforce, HubSpot, and finance systems to show performance in real time. Common metrics include ARR, bookings, churn, expansions, deal size, and sales activity. The goal is to give leadership and teams one trusted source of truth for decision-making.
Core “always-on” metrics include ARR, bookings, expansions, average deal size, and close cycle length. Activity metrics (like meetings, calls, and demos) should be tied to revenue outcomes. Beyond that, dashboards can flex to highlight current priorities such as product adoption, churn signals, or upgrade rates.
Most failures trace back to dirty or inconsistent data. If different teams use different definitions, or if reporting is built on incomplete data from legacy systems, dashboards lose credibility. Another common pitfall: too many people editing dashboards without understanding data structure, leading to tiles that misrepresent the truth.
Executives get high-level visibility for decision-making, but dashboards should also empower sellers and CS reps. A good setup gives individuals access to their own performance metrics and team benchmarks without extra steps or requests. Visibility at every level speeds up alignment and accountability.
Core dashboards should refresh in real time or at least daily, with ARR, deal size, and pipeline metrics kept consistent. That said, it’s best practice to rotate tiles that reflect current initiatives (e.g., adoption of a new product feature) while keeping the foundation stable, so leaders don’t feel like the ground is always shifting.
Ownership typically sits with the RevOps or Data team. They understand the data structure, know which fields are calculated, and can maintain accuracy. Giving edit rights too broadly risks dashboards being changed in ways that erode trust.
Early-stage companies start with basics: ARR, pipeline, and deal metrics. As they grow, dashboards expand to include product adoption, expansion rates, and churn signals. Mature companies add integrations from customer success and product usage tools. The key is keeping core metrics static while layering in new insights.
Without it, decision-making slows, teams argue over numbers, and opportunities are missed. Leaders hesitate to act, sellers can’t self-serve their own performance data, and finance often ends up reconciling conflicting reports. The lack of visibility at every level erodes trust in the data.
We start by aligning stakeholders on definitions and building a shared glossary. Then we design reporting foundations inside your CRM, connect the right systems, and create dashboards that serve both leadership and frontline teams. The result is reporting that’s accurate, scalable, and trusted across the org.
The reviews are in
Look at what our clients are saying on G2



