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The B2B Sales Process: Stages, and Where Deals Actually Leak
Sales Operations

The B2B Sales Process: Stages, and Where Deals Actually Leak

A practical breakdown of the B2B sales process: the real stages, how to measure stage conversion, where deals actually leak, and how to instrument the process so the leak surfaces in time.

11 min read
Best Sales Software: How to Choose by Job to Be Done
Software Guides

Best Sales Software: How to Choose by Job to Be Done

How to choose the best sales software by the job it does (sell, manage pipeline, forecast, plan, enable) instead of by a ranked list, so you buy for the gap you actually have.

11 min read
How to Create a Sales Forecast: A Step-by-Step Guide
Sales Forecasting

How to Create a Sales Forecast: A Step-by-Step Guide

How to create a sales forecast worked end to end from a real sample pipeline: inputs, method, weighting, pressure-test, cadence. A practical guide for B2B SaaS.

12 min read
RevOps Software: The Stack and How to Evaluate It
Software Guides

RevOps Software: The Stack and How to Evaluate It

What RevOps software is, the five layers of a revenue operations stack (CRM, analytics, forecasting, planning, enablement), how the pieces fit, and a scoring framework to evaluate them for B2B SaaS.

12 min read
Sales Analysis: Turning Pipeline Data Into Decisions
Sales Operations

Sales Analysis: Turning Pipeline Data Into Decisions

What sales analysis is, the four types that matter (pipeline, performance, win-loss, trend), and how to move from reporting numbers to deciding on them in B2B SaaS.

11 min read
Sales Capacity Planning: How Many Reps to Hit Your Number
Sales Planning

Sales Capacity Planning: How Many Reps to Hit Your Number

Sales capacity planning sized honestly. The discounted-capacity model that turns a revenue target into a quarter-by-quarter hiring schedule using ramp, attainment, and attrition.

11 min read
Sales Compensation: Plans That Pay for the Right Behavior
Sales Planning

Sales Compensation: Plans That Pay for the Right Behavior

How to design a sales compensation plan for B2B SaaS: base/variable split, quota, accelerators, and OTE, aligned to the revenue plan, plus the failure modes that quietly pay for the wrong behavior.

11 min read
Sales Data: What to Collect, What to Trust, and What to Act On
Sales Operations

Sales Data: What to Collect, What to Trust, and What to Act On

A prescriptive take on sales data for B2B SaaS: which sales data to collect, why forecasts inherit bad data, leading versus lagging fields, and how to turn the trustworthy set into a forecast.

11 min read
Sales Efficiency: The Metrics and Levers That Move It
Sales Operations

Sales Efficiency: The Metrics and Levers That Move It

What sales efficiency is, the metrics that measure it (magic number, CAC payback, rep productivity), and how to rank the levers that actually move sales efficiency for B2B SaaS.

11 min read
Sales Forecasting Methods: The Six That Matter, and When to Use Each
Sales Forecasting

Sales Forecasting Methods: The Six That Matter, and When to Use Each

A focused tour of the six sales forecasting methods that matter for B2B SaaS, historical, pipeline stage-weighted, opportunity scoring, regression, AI/ML, and prescriptive, plus a test for picking the one that fits your data.

11 min read
Sales Goals: Setting Targets the Pipeline Can Actually Reach
Sales Planning

Sales Goals: Setting Targets the Pipeline Can Actually Reach

How to set sales goals your pipeline and capacity can actually reach: top-down vs bottom-up, the reachability test, and breaking goals into leading indicators.

10 min read
Sales KPIs: The Metrics That Predict Revenue, Not Just Report It
Sales Operations

Sales KPIs: The Metrics That Predict Revenue, Not Just Report It

A curated take on sales KPIs for B2B SaaS: which metrics predict revenue, which only flatter a dashboard, and the keep/cut list to trim yours down.

10 min read
Sales Metrics: The Numbers That Run a Revenue Team
Sales Operations

Sales Metrics: The Numbers That Run a Revenue Team

What sales metrics are, the three categories that organize them (activity, pipeline, outcome), and the few sales metrics that actually drive decisions for B2B SaaS.

10 min read
Sales Operations Software: What Belongs in the Stack
Software Guides

Sales Operations Software: What Belongs in the Stack

A buyer's guide to sales operations software: the categories that matter, what each one actually solves, how to avoid an over-tooled stack, and a framework for evaluating fit before you sign.

12 min read
Sales Performance Dashboard: The Metrics That Belong On It
Sales Operations

Sales Performance Dashboard: The Metrics That Belong On It

What a sales performance dashboard should show: leading versus lagging tiles, the vanity-metric trap, and a decision-first layout that turns a sales performance dashboard into a steering tool.

10 min read
Sales Performance Management Software: Capabilities and Trade-offs
Software Guides

Sales Performance Management Software: Capabilities and Trade-offs

A buyer's guide to sales performance management software for B2B SaaS: the capabilities that matter, how to evaluate them, and where the category ends and a forecasting partner begins.

12 min read
Sales Performance Management: One Machine, Not Five Parts
Sales Performance

Sales Performance Management: One Machine, Not Five Parts

Sales performance management works as one connected system or not at all. The six components, the failure each one hides, and the integration test that proves your SPM holds together.

11 min read
Sales Performance Metrics: What to Measure and Why
Sales Operations

Sales Performance Metrics: What to Measure and Why

A working guide to sales performance metrics for B2B SaaS: which metrics grade team and rep performance, the leading-versus-lagging split, and why measuring activity is the trap that breaks most scorecards.

11 min read
Sales Planning Software: What It Is and How to Choose It
Software Guides

Sales Planning Software: What It Is and How to Choose It

What sales planning software does (target setting, capacity, territory, quota, scenario), the capabilities to evaluate, and how to decide between build, buy, and partner for B2B SaaS.

12 min read
Sales Planning: A Complete Framework for B2B SaaS Revenue Teams
Sales Planning

Sales Planning: A Complete Framework for B2B SaaS Revenue Teams

What sales planning is, the seven-step process, and how to build a sales plan that survives contact with the pipeline. A practical framework for RevOps, Sales, and Finance leaders.

11 min read
Sales Process Optimization: Find and Fix the Leaks
Sales Operations

Sales Process Optimization: Find and Fix the Leaks

A diagnostic walkthrough of sales process optimization: find the pipeline leak, quantify it in lost revenue, fix one thing, and lock it in. For RevOps.

11 min read
Sales Productivity Metrics: Output Per Rep, Measured Right
Sales Operations

Sales Productivity Metrics: Output Per Rep, Measured Right

What sales productivity metrics are, why blended averages mislead, and how to measure output per ramped rep so the number predicts revenue instead of flattering the headcount.

11 min read
Gong vs Outreach: Revenue Intelligence vs Sales Engagement (2026)
Compare

Gong vs Outreach: Revenue Intelligence vs Sales Engagement (2026)

Gong started in conversation intelligence. Outreach started in sales engagement. Both now claim full revenue platforms. Here is how they compare on the dimensions that matter.

9 min read
Outreach vs Salesloft: Sales Engagement Compared (2026)
Compare

Outreach vs Salesloft: Sales Engagement Compared (2026)

Outreach and Salesloft are the two largest sales engagement platforms. Both have expanded into forecasting and AI. Here is how they differ and how to choose.

9 min read
9 Best Marketing Attribution Software for B2B (2026)
Compare

9 Best Marketing Attribution Software for B2B (2026)

The 9 best marketing attribution platforms for B2B teams, compared on methodology, data coverage, pricing, and fit.

10 min read
Best Pipeline Management Software for B2B Sales (2026)
Compare

Best Pipeline Management Software for B2B Sales (2026)

The best pipeline management tools for B2B sales teams, compared on features, methodology, pricing, and fit. From CRM-native to purpose-built platforms.

10 min read
11 Best RevOps Tools for B2B SaaS Teams (2026)
Revenue Operations

11 Best RevOps Tools for B2B SaaS Teams (2026)

The 11 tools that make up a modern RevOps tech stack. CRM, forecasting, intent, enrichment, engagement, and analytics platforms compared.

12 min read
Best Sales Forecasting Software: 11 Tools Compared (2026)
Compare

Best Sales Forecasting Software: 11 Tools Compared (2026)

The 11 best sales forecasting software platforms and managed services for B2B revenue teams, compared on accuracy, methodology, pricing, and fit. ORM, Clari, Gong, and more.

14 min read
Clari vs Gong: Revenue Intelligence Compared (2026)
Compare

Clari vs Gong: Revenue Intelligence Compared (2026)

Clari focuses on pipeline visibility and forecasting. Gong focuses on conversation intelligence. How they compare and where custom models win.

9 min read
Dreamdata vs HubSpot Attribution: B2B Marketing Measurement Compared
Compare

Dreamdata vs HubSpot Attribution: B2B Marketing Measurement Compared

Dreamdata is purpose-built for B2B attribution. HubSpot includes attribution in its marketing platform. Here is how they compare for B2B teams.

8 min read
Forecast vs Actual: How to Measure and Close the Gap
Compare

Forecast vs Actual: How to Measure and Close the Gap

Forecast vs actual analysis reveals why revenue targets get missed. Learn how to measure the gap, identify root causes, and build a system that closes it.

8 min read
Gong vs 6sense: Conversation Intelligence vs Intent Data for Revenue Teams
Compare

Gong vs 6sense: Conversation Intelligence vs Intent Data for Revenue Teams

Gong analyzes what buyers say on calls. 6sense identifies what buyers research before calls happen. Here is how they compare and when you need both.

9 min read
Marketing Mix Modeling vs Multi-Touch Attribution: Which One Measures What Matters
Compare

Marketing Mix Modeling vs Multi-Touch Attribution: Which One Measures What Matters

MMM measures channel-level impact. MTA tracks individual touchpoints. B2B teams need both for accurate marketing ROI. Here is how they compare.

9 min read
ORM vs BoostUp: Forecasting Accuracy vs Deal Inspection
Compare

ORM vs BoostUp: Forecasting Accuracy vs Deal Inspection

How ORM's custom prescriptive models compare to BoostUp's deal inspection and forecasting platform. One optimizes the forecast. The other inspects the deals.

7 min read
ORM vs Full Circle Insights: Marketing Attribution and Revenue Analytics Compared
Compare

ORM vs Full Circle Insights: Marketing Attribution and Revenue Analytics Compared

How ORM's prescriptive revenue analytics compare to Full Circle Insights' Salesforce-native marketing attribution.

7 min read
ORM vs People.ai: Revenue Analytics and Activity Intelligence Compared
Compare

ORM vs People.ai: Revenue Analytics and Activity Intelligence Compared

How ORM's prescriptive revenue models compare to People.ai's activity intelligence platform. Different data, different output, different value.

7 min read
ORM vs RevCast: Revenue Forecasting and Planning Compared
Compare

ORM vs RevCast: Revenue Forecasting and Planning Compared

How ORM's custom prescriptive models compare to RevCast's revenue planning platform. One builds the forecast. The other builds the plan around it.

7 min read
Predictive vs Prescriptive Analytics: What Revenue Teams Actually Need
Compare

Predictive vs Prescriptive Analytics: What Revenue Teams Actually Need

Predictive analytics forecasts what will happen. Prescriptive analytics tells you what to do about it. Here is how B2B revenue teams should use both.

9 min read
Sales Operations vs Revenue Operations: What Changed and Why It Matters
Compare

Sales Operations vs Revenue Operations: What Changed and Why It Matters

Sales ops focuses on the sales team. Revenue operations aligns sales, marketing, and CS under one function. Here is how they differ and when to make the shift.

8 min read
Top-Down vs Bottom-Up Forecasting: Which Method Wins for B2B Revenue Teams
Compare

Top-Down vs Bottom-Up Forecasting: Which Method Wins for B2B Revenue Teams

Top-down forecasting starts from market size. Bottom-up starts from your pipeline. Smart revenue teams use both. Here is how to combine them for accuracy.

8 min read
Sales Cycle Length: Benchmarks, Analysis, and How to Shorten Your Close Time
Pipeline Analytics

Sales Cycle Length: Benchmarks, Analysis, and How to Shorten Your Close Time

B2B SaaS sales cycle benchmarks by deal size, why cycles have lengthened 22% since 2022, and five tactics that compress close times.

8 min read
Marketing ROI: How to Measure, Calculate, and Prove Marketing's Impact on Revenue
Marketing Analytics

Marketing ROI: How to Measure, Calculate, and Prove Marketing's Impact on Revenue

Marketing ROI formulas, benchmarks, and the measurement framework that connects marketing spend to pipeline and revenue in B2B SaaS.

9 min read
Revenue Operations KPIs: The 12 Metrics Every RevOps Team Should Track
Revenue Operations

Revenue Operations KPIs: The 12 Metrics Every RevOps Team Should Track

The 12 KPIs that define RevOps success, organized by function: pipeline health, forecast reliability, process efficiency, and revenue predictability.

9 min read
Pipeline Coverage Ratio: The Number That Predicts Your Quarter
Pipeline Analytics

Pipeline Coverage Ratio: The Number That Predicts Your Quarter

How to calculate pipeline coverage ratio, what good looks like (hint: 3x is the floor), and why raw coverage without quality weighting is a trap.

7 min read
Win Rate: How to Calculate, Benchmark, and Improve Your Close Rate
Pipeline Analytics

Win Rate: How to Calculate, Benchmark, and Improve Your Close Rate

Win rate formulas, B2B SaaS benchmarks by deal size and segment, and the five levers that move close rates from 19% to 30%+.

8 min read
Forecast Accuracy: How to Measure It, Why It Matters, and How to Improve It
Sales Forecasting

Forecast Accuracy: How to Measure It, Why It Matters, and How to Improve It

Forecast accuracy formulas, benchmarks, and the five changes that move B2B SaaS teams from 60% to 90%+ accuracy.

8 min read
Revenue Operations Team Structure: How to Organize RevOps at Every Stage
Revenue Operations

Revenue Operations Team Structure: How to Organize RevOps at Every Stage

How to build your RevOps team from first hire to full function. Org charts, role definitions, headcount benchmarks, and costly mistakes to avoid.

9 min read
Marketing Attribution Guide for B2B SaaS (2026): Models That Actually Work
Marketing Analytics

Marketing Attribution Guide for B2B SaaS (2026): Models That Actually Work

Multi-touch attribution, incrementality testing, and revenue attribution explained. The models that hold up under board scrutiny, and why most B2B SaaS attribution is wrong. Practitioner's guide.

16 min read
Revenue Operations: The Complete Guide for B2B SaaS Companies
Revenue Operations

Revenue Operations: The Complete Guide for B2B SaaS Companies

Everything B2B SaaS companies need to know about revenue operations: what RevOps is, how to build it, team structure, KPIs, and tech stack.

17 min read
Sales Pipeline Metrics: The Complete Guide to Measuring Pipeline Health
Pipeline Analytics

Sales Pipeline Metrics: The Complete Guide to Measuring Pipeline Health

Every sales pipeline metric that matters for B2B SaaS, with formulas, benchmarks, and the tracking cadence that achieves 87% forecast accuracy.

16 min read
Sales Forecasting Models Explained: Choosing the Right One for Your Revenue Team
Sales Forecasting

Sales Forecasting Models Explained: Choosing the Right One for Your Revenue Team

A practical comparison of six sales forecasting models for B2B SaaS. Which model fits your stage, your data maturity, and your accuracy requirements.

8 min read
Adjusting Campaigns Based on Performance: A Playbook for B2B Revenue Teams
B2B Marketing Analytics

Adjusting Campaigns Based on Performance: A Playbook for B2B Revenue Teams

How B2B revenue teams reallocate marketing spend mid-cycle using pipeline signals instead of waiting for end-of-quarter results.

8 min read
Sales Forecasting: Complete Guide to Methods, Models, and Best Practices
Sales Forecasting

Sales Forecasting: Complete Guide to Methods, Models, and Best Practices

The definitive guide to sales forecasting for B2B SaaS. Methods, models, accuracy benchmarks, and how prescriptive analytics achieves 90%+ accuracy.

18 min read
Pipeline Does Not Equal Revenue: Why Volume Alone Misleads GTM Teams
Pipeline Metrics

Pipeline Does Not Equal Revenue: Why Volume Alone Misleads GTM Teams

Pipeline volume and revenue are driven by different sources and behaviors. Learn why pipeline yield matters more than pipeline creation.

10 min
ORM Technologies Introduces Refined Brand Identity
Company News

ORM Technologies Introduces Refined Brand Identity

ORM Technologies unveils a refined brand identity with a radar-inspired mark reinforcing predictive clarity and decisive revenue leadership.

2 min
RevOps Trends 2026: What Board-Level Questions Look Like
RevOps Strategy

RevOps Trends 2026: What Board-Level Questions Look Like

Which RevOps trends will actually move the number in 2026, and which are noise. Benchmarks, board-ready talking points, and where forecasting is headed.

18 min
When the Sales Forecast Fails: A RevOps Rescue Story
RevOps Fundamentals

When the Sales Forecast Fails: A RevOps Rescue Story

A mid-market SaaS company's forecast collapsed two weeks before quarter-end. Here is how their RevOps team turned crisis into a data-driven system.

12 min
Contextual AI: The Next Frontier in Sales and Marketing Performance
Sales Forecasting

Contextual AI: The Next Frontier in Sales and Marketing Performance

Contextual AI delivers insights tailored to each user's role, timing, and GTM structure. Learn how it transforms revenue team decision-making.

9 min
The Future of Predictive Revenue Analytics: 7 Trends Reshaping B2B GTM
Sales Forecasting

The Future of Predictive Revenue Analytics: 7 Trends Reshaping B2B GTM

From conversational analytics to self-correcting forecasts, these seven trends are transforming how B2B revenue teams predict and optimize performance.

10 min
What Is Cognitive AI and How Can It Predict Revenue?
Sales Forecasting

What Is Cognitive AI and How Can It Predict Revenue?

Cognitive AI goes beyond traditional analytics by predicting outcomes and prescribing actions. Learn how it transforms revenue forecasting for B2B teams.

10 min
ORM Technologies Successfully Completes SOC 2 Type 2 Audit
Company News

ORM Technologies Successfully Completes SOC 2 Type 2 Audit

ORM Technologies announces successful completion of its SOC 2 Type 2 attestation for Security and Confidentiality with zero exceptions.

2 min
Capitalizing on Marketing Analytics in B2B: A Practical Roadmap
B2B Marketing Analytics

Capitalizing on Marketing Analytics in B2B: A Practical Roadmap

How B2B companies build a marketing analytics foundation using data integrity, technology, and skilled teams to drive measurable ROI from campaigns.

8 min read
ORM Technologies Appoints Executive Advisory Board
Company News

ORM Technologies Appoints Executive Advisory Board

ORM Technologies announces five executive appointments to its newly formed Advisory Board to accelerate product innovation and revenue growth.

3 min
ORM Technologies Launches New Website
Company News

ORM Technologies Launches New Website

ORM Technologies announces the launch of its redesigned website featuring a simplified message and refreshed brand identity.

2 min
Sales Forecasting and Predictive Analytics: 5 Attributes That Predict Which Deals Will Win
Sales Forecasting

Sales Forecasting and Predictive Analytics: 5 Attributes That Predict Which Deals Will Win

Five CRM attributes that forecast models use to predict which deals will win or lose. A practical guide to removing bias from your sales forecast.

8 min read
What Makes a Marketing Campaign Effective? Data from B2B Software Companies
B2B Marketing Analytics

What Makes a Marketing Campaign Effective? Data from B2B Software Companies

Data analysis of B2B software marketing campaigns reveals that campaigns with 50+ engaged activities have near-certain probability of generating won deals.

8 min read
Five Common UTM Parameter Mistakes (And How to Fix Them)
Marketing Analytics

Five Common UTM Parameter Mistakes (And How to Fix Them)

Avoid the five most common UTM tracking mistakes that corrupt your marketing data. From internal link tagging to inconsistent naming conventions.

7 min read
Best Practices for UTM Parameters: A Complete Guide for B2B Marketers
Marketing Analytics

Best Practices for UTM Parameters: A Complete Guide for B2B Marketers

How to set up and use UTM parameters to track marketing campaign performance. Covers all five parameters with examples and implementation tips.

8 min read
6 Metrics to Review in Your Quarterly Business Review (QBR)
Sales Analytics

6 Metrics to Review in Your Quarterly Business Review (QBR)

Six sales metrics every QBR should cover: employee efficiency, win rate, sales cycle length, order amount, opportunity count, and trends.

8 min read
Seven Signs Your Business Needs Sales and Marketing Optimization
RevOps Strategy

Seven Signs Your Business Needs Sales and Marketing Optimization

Seven signs your business needs analytics and optimization, from rising acquisition costs to declining efficiency and growth plateaus.

8 min read
10 Sales Analytics Tips That Actually Move Revenue
Sales Analytics

10 Sales Analytics Tips That Actually Move Revenue

Ten practical tips for applying sales analytics to goal-setting, trend analysis, customer potential, retention, and team structure.

8 min read
The Data-Driven Marketer: How to Use Engagement, Audience, and ROI Data Effectively
B2B Marketing Analytics

The Data-Driven Marketer: How to Use Engagement, Audience, and ROI Data Effectively

The data-driven marketing strategy every B2B marketer must master: measuring engagement quality, segmenting audiences precisely, and calculating program ROI.

8 min read
How to Build the Perfect Marketing Budget Using Historical Data and ROI
B2B Marketing Analytics

How to Build the Perfect Marketing Budget Using Historical Data and ROI

Stop guessing your marketing budget. Use historical program data, ROI analysis, and optimization to build a budget that maximizes revenue.

8 min read
Annual Sales Planning Is Dead on Arrival: Why Multi-Year Planning Wins
Sales Strategy

Annual Sales Planning Is Dead on Arrival: Why Multi-Year Planning Wins

Why annual sales and marketing planning fails, how turnover and ramp time undermine single-year budgets, and how multi-year planning wins.

8 min read
6 Critical Marketing Metrics Every CFO Should Track
B2B Marketing Analytics

6 Critical Marketing Metrics Every CFO Should Track

The six marketing metrics CFOs need to connect marketing investment to revenue, from customer acquisition cost to marketing-influenced customer percentage.

8 min read
Marketing Program Multipliers: Using Association Analysis to Find Winning Combinations
B2B Marketing Analytics

Marketing Program Multipliers: Using Association Analysis to Find Winning Combinations

How to use association analysis to discover which marketing programs complement each other, which are substitutes, and which combinations drive the most wins.

9 min read
22 Sales Operations Metrics That Actually Matter (2026 Guide)
Sales Analytics

22 Sales Operations Metrics That Actually Matter (2026 Guide)

The 22 sales operations metrics every sales ops team should track. Pipeline, process, resource, and financial categories. With benchmarks, calculation methods, and what to automate first.

10 min read
Inbound SDR Role: Metrics, Capacity & Lead Handling
Pipeline Metrics

Inbound SDR Role: Metrics, Capacity & Lead Handling

What an inbound SDR owns, how fast they need to respond, and how many leads one rep can handle. With the capacity formula most teams size wrong.

10 min
Anti-Malware Scanners Are Inflating Your MQLs: How to Detect and Fix Phantom Clicks
B2B Marketing Analytics

Anti-Malware Scanners Are Inflating Your MQLs: How to Detect and Fix Phantom Clicks

Email threat scanners are silently inflating your MQL counts by auto-clicking links. Learn how to identify phantom clicks and fix your lead scoring.

9 min
Sales and Marketing Data Analytics: A Framework for Becoming Best-in-Class
B2B Marketing Analytics

Sales and Marketing Data Analytics: A Framework for Becoming Best-in-Class

A prescriptive analytics framework for reaching best-in-class analytics benchmarks: 20% customer growth and 15% profit increases.

9 min
Optimized Marketing ROI: How to Maximize Revenue from Your Marketing Spend
Marketing Analytics

Optimized Marketing ROI: How to Maximize Revenue from Your Marketing Spend

A deep dive into marketing ROI optimization using multi-touch weighted attribution, flexible models, and mathematical optimization.

10 min read
Martech ROI: How to Know If Your Marketing Technology Is Worth It
Marketing Analytics

Martech ROI: How to Know If Your Marketing Technology Is Worth It

A practical framework for evaluating the ROI of your marketing technology stack. Covers direct revenue impact, time savings, and when to cut tools.

8 min read
Your Martech Stack Is Built Like a House: A Four-Category Framework
B2B Marketing Analytics

Your Martech Stack Is Built Like a House: A Four-Category Framework

Think of your marketing technology stack as a house with four essential categories: discovery, content, relationship management, and ROI analysis.

10 min
How to Improve Your Sales Forecast with Ensemble Forecasting
Sales Forecasting

How to Improve Your Sales Forecast with Ensemble Forecasting

Five forecasting techniques and how to combine them into an ensemble forecast. Learn how ensemble forecasting improves accuracy and reduces risk.

8 min read
Marketing Conversion Rate: How to Measure It Correctly (Rolling Average Method)
B2B Marketing Analytics

Marketing Conversion Rate: How to Measure It Correctly (Rolling Average Method)

The right way to measure marketing conversion rate. A rolling-average framework that accounts for funnel velocity and seasonal variation, with the math worked out and real B2B SaaS examples.

10 min read
Optimized Analytics: Descriptive, Predictive, and Prescriptive in One Framework
RevOps Fundamentals

Optimized Analytics: Descriptive, Predictive, and Prescriptive in One Framework

What optimized analytics actually means. How descriptive, predictive, and prescriptive analytics combine into one decision framework, and why most B2B SaaS teams stop at descriptive (and miss the leverage).

8 min
Why You Missed Your Sales Forecast: Price and Volume Variance Analysis
Sales Forecasting

Why You Missed Your Sales Forecast: Price and Volume Variance Analysis

Use price and volume variance analysis to understand exactly why your sales forecast missed. Formulas, worked examples, and practical fixes.

8 min read
12 Critical Sales Metrics Every CFO Should Track
Sales Analytics

12 Critical Sales Metrics Every CFO Should Track

12 sales metrics that give CFOs visibility into revenue health across four categories: historic sales, pipeline forecast, capacity, and retention.

7 min read
Does Predictive Lead Scoring Work? When to Use It (And When Not To)
Marketing Analytics

Does Predictive Lead Scoring Work? When to Use It (And When Not To)

Predictive vs. traditional lead scoring compared. Learn how machine learning scores leads, when it outperforms rules-based methods, and data requirements.

8 min read
B2B Email Performance Benchmarks: Opens, Clicks, Bounces, and Unsubscribes
B2B Marketing Analytics

B2B Email Performance Benchmarks: Opens, Clicks, Bounces, and Unsubscribes

Industry benchmarks for B2B email marketing performance including open rates, click rates, bounces, and unsubscribes for prospects and customers.

8 min
Zombie Sales Opportunities: Your Survival Guide to Pipeline Hygiene
Pipeline Metrics

Zombie Sales Opportunities: Your Survival Guide to Pipeline Hygiene

4-10% of your open pipeline is zombie deals that distort win rates, inflate forecasts, and waste rep time. Here is how to identify and eliminate them.

9 min
Social Lead Scoring: How to Get a Quick Win from Social Media Data
Marketing Analytics

Social Lead Scoring: How to Get a Quick Win from Social Media Data

Add social media behavior to your lead scoring model for fast results. Score social signals using the Critical, Important, Influencing framework.

7 min read
6 Metrics to Rank Your Sales Team (Clear, Measurable, and Fair)
Sales Analytics

6 Metrics to Rank Your Sales Team (Clear, Measurable, and Fair)

Six ranking metrics for sales teams with suggested weights, plus guidance on sharing rankings, managing performance, and avoiding common pitfalls.

7 min read
Account-Based Lead Scoring: A Practical Guide for B2B Marketers
Marketing Analytics

Account-Based Lead Scoring: A Practical Guide for B2B Marketers

How to add account-based scoring to your lead scoring model. Score collective buying signals across contacts at the same company for better MQL quality.

8 min read
Behavior Scoring: How to Build a Lead Engagement Model That Works
Marketing Analytics

Behavior Scoring: How to Build a Lead Engagement Model That Works

A practical behavior scoring framework that identifies sales-ready leads. Covers the four engagement categories (Critical, Important, Influencing, Bad Fit) with examples and scoring weights you can adapt.

8 min read
Demographic Scoring: How to Score Leads Based on Buyer Persona Fit
Marketing Analytics

Demographic Scoring: How to Score Leads Based on Buyer Persona Fit

Build a demographic scoring model that prioritizes leads matching your ideal buyer. Covers Critical, Important, Influencing, and Bad Fit categories.

8 min read
A Quick and Easy Guide to Managing Your Marketing Leads
Marketing Analytics

A Quick and Easy Guide to Managing Your Marketing Leads

How to build a lead management process with demographic, behavior, and account-based scoring. Covers Suspect, Prospect, and MQL lifecycle stages.

8 min read
How to Clean Up Your Marketing Data in 5 Steps
RevOps Fundamentals

How to Clean Up Your Marketing Data in 5 Steps

A practical guide to cleaning your marketing database: merge duplicates, remove inactive leads, organize folders, standardize fields, and cut unused data.

9 min read
16 Metrics to Track the Health of Your Sales Pipeline
Sales Analytics

16 Metrics to Track the Health of Your Sales Pipeline

16 pipeline health metrics across CRM data quality and stage transition analysis. Why most pipelines look like a vase, not a funnel, and how to fix it.

8 min read
5 Practical Tips to Align Sales and Marketing Around Revenue Growth
RevOps Fundamentals

5 Practical Tips to Align Sales and Marketing Around Revenue Growth

Sales and marketing misalignment kills revenue. Here are five proven strategies to bridge the gap and drive sustainable growth.

8 min
Score-Based Marketing Attribution: A Smarter Approach to Measuring Program ROI
Marketing Attribution Models

Score-Based Marketing Attribution: A Smarter Approach to Measuring Program ROI

How a score-based attribution model uses your existing lead scoring to proportionally credit revenue to each marketing program based on measured influence.

8 min read
Optimal Sales Resource Plan: How to Allocate Headcount for Maximum Revenue at Minimum Cost
RevOps Strategy

Optimal Sales Resource Plan: How to Allocate Headcount for Maximum Revenue at Minimum Cost

Learn how to build an optimized sales resource plan that hits revenue targets at minimum cost by accounting for ramp rates, attrition, and territory capacity.

9 min read
Leveraging Predictive Analytics in the Sales Recruiting Process
Sales Operations

Leveraging Predictive Analytics in the Sales Recruiting Process

How to use predictive analytics and assessment data to improve sales hiring decisions. A 6-step framework that predicted performance with 95% accuracy.

8 min read
Sales Efficiency Ramp Rates: How Much Should You Invest in Improving Them?
Sales Operations

Sales Efficiency Ramp Rates: How Much Should You Invest in Improving Them?

Calculate the sales onboarding ROI of improving ramp rates. Real examples show how a ramp rate improvement investment drives $64K-$120K in first-year orders.

8 min read
Sales Efficiency Ratio: Formula, Benchmarks & Calc
Sales Operations

Sales Efficiency Ratio: Formula, Benchmarks & Calc

How to calculate sales efficiency, what a healthy ratio looks like in B2B SaaS, and the ramp curve most teams ignore when they set new-hire quotas.

8 min read
How to Pick a Sales Analytics Platform: A 6-Point Evaluation Checklist
Pipeline Software & Tools

How to Pick a Sales Analytics Platform: A 6-Point Evaluation Checklist

CRM reporting falls short for forecasting. Use this six-point checklist to evaluate sales analytics platforms that deliver real predictive value.

8 min
Sales Ramp Rate: Formula & Realistic Quota Schedule
Sales Operations

Sales Ramp Rate: Formula & Realistic Quota Schedule

How long a new AE really takes to hit full quota, the ramp schedule most RevOps teams get wrong, and the formula that protects your forecast.

8 min read
The Revenue Plan: Significant Challenges VPs of Sales Face in Annual Planning
Sales Strategy

The Revenue Plan: Significant Challenges VPs of Sales Face in Annual Planning

Three pillars of VP of sales revenue planning: resource planning, client retention estimates, and net-new revenue goals.

8 min read
3 Hidden Costs of Sales Team Turnover (Beyond Recruiting Fees)
Sales Strategy

3 Hidden Costs of Sales Team Turnover (Beyond Recruiting Fees)

Three hidden costs of sales turnover most leaders miss: checked-out reps, new hire ramp rates, and vacant territory opportunity costs.

7 min read
Comparisons

Competitor Comparisons

See how ORM's prescriptive analytics approach compares to the platforms your team already knows.

Anaplan Alternatives: The Best Option for Revenue Forecasting
Comparisons

Anaplan Alternatives: The Best Option for Revenue Forecasting

Looking for Anaplan alternatives? How ORM's custom prescriptive revenue forecast compares to Anaplan's connected-planning platform, plus where each fits.

9 min read
Aviso Alternatives: The Owned-Forecast Option for B2B SaaS
Comparisons

Aviso Alternatives: The Owned-Forecast Option for B2B SaaS

Looking for Aviso alternatives? How ORM's custom prescriptive models compare to Aviso's agentic AI revenue platform, and how to pick the right approach.

9 min read
BoostUp Alternatives: Owned Prescriptive Forecasting vs Revenue Intelligence
Comparisons

BoostUp Alternatives: Owned Prescriptive Forecasting vs Revenue Intelligence

Looking for BoostUp alternatives? How ORM's owned prescriptive forecast compares to BoostUp (now Terret) and the broader revenue intelligence category.

9 min read
ORM vs Anaplan: Prescriptive Forecasting vs Connected Planning
Comparisons

ORM vs Anaplan: Prescriptive Forecasting vs Connected Planning

How ORM's custom prescriptive forecast models compare to Anaplan's connected-planning platform. A focused revenue partner versus a broad enterprise planning system.

9 min read
ORM vs Forecastio: Forecasting Partner vs HubSpot App
Comparisons

ORM vs Forecastio: Forecasting Partner vs HubSpot App

How ORM's custom prescriptive models compare to Forecastio, the AI sales forecasting and pipeline intelligence app for HubSpot. Two approaches to forecasting revenue.

9 min read
ORM vs Pigment: Forecasting Partner vs Planning Platform
Comparisons

ORM vs Pigment: Forecasting Partner vs Planning Platform

How ORM's custom prescriptive forecast models compare to Pigment's AI-native business planning platform. Two different answers to the forecasting problem.

9 min read
ORM vs Salesforce Forecasting: Custom Models vs CRM Roll-Up
Comparisons

ORM vs Salesforce Forecasting: Custom Models vs CRM Roll-Up

How ORM's custom prescriptive models compare to Salesforce Sales Cloud forecasting, Einstein Forecasting, and Agentforce. The forecast lives in your CRM, but who owns the number?

9 min read
ORM vs Xactly: Forecasting Partner vs Comp Platform
Comparisons

ORM vs Xactly: Forecasting Partner vs Comp Platform

How ORM's custom prescriptive forecast models compare to Xactly, a sales performance and incentive compensation platform that also does forecasting.

9 min read
ORM vs Outreach (2026): Forecasting vs Sales Engagement
Comparisons

ORM vs Outreach (2026): Forecasting vs Sales Engagement

Honest ORM vs Outreach comparison. Why cadence automation is not a forecasting tool, and how $100M to $1B B2B SaaS teams should pair the two (or pick one).

12 min read
ORM vs Salesloft (2026): Engagement vs Forecasting
Comparisons

ORM vs Salesloft (2026): Engagement vs Forecasting

Honest ORM vs Salesloft comparison. Post-Clari-merger reality, why cadence is not a forecast, and how $100M to $1B B2B SaaS teams should split the stack.

12 min read
ORM vs Aviso: AI Revenue Forecasting Compared
Comparisons

ORM vs Aviso: AI Revenue Forecasting Compared

How ORM's custom prescriptive models compare to Aviso's AI revenue platform. Two approaches to the same forecasting problem.

9 min read
ORM vs Dreamdata: Attribution and Revenue Analytics Compared
Comparisons

ORM vs Dreamdata: Attribution and Revenue Analytics Compared

How ORM's prescriptive revenue models compare to Dreamdata's B2B attribution platform. Different problems, different architectures.

8 min read
ORM vs HubSpot: Revenue Analytics Compared
Comparisons

ORM vs HubSpot: Revenue Analytics Compared

How ORM's prescriptive revenue models compare to HubSpot's attribution and forecasting capabilities. Platform breadth vs. analytical depth.

9 min read
ORM vs InsightSquared: Revenue Analytics Compared
Comparisons

ORM vs InsightSquared: Revenue Analytics Compared

How ORM's custom prescriptive models compare to InsightSquared (now Mediafly Intelligence360). What changed after the acquisition.

8 min read
ORM vs 6sense: Predictive Revenue Analytics Compared
Comparisons

ORM vs 6sense: Predictive Revenue Analytics Compared

How ORM's prescriptive revenue models compare to 6sense's intent data and ABM platform. Different approaches to pipeline generation and conversion.

7 min read
ORM vs Bizible (Marketo Measure): Marketing Attribution Compared
Comparisons

ORM vs Bizible (Marketo Measure): Marketing Attribution Compared

How ORM's prescriptive marketing analytics compare to Adobe's Marketo Measure (formerly Bizible) for B2B attribution.

7 min read
ORM vs Clari (2026): Forecasting Compared After the Salesloft Merger
Comparisons

ORM vs Clari (2026): Forecasting Compared After the Salesloft Merger

Honest ORM vs Clari comparison. Pricing, accuracy, the post-Salesloft merger reality, and how to choose between a broad enterprise platform and an AI/ML forecasting platform built for B2B SaaS $100M to $1B.

12 min read
ORM vs Gong: Revenue Intelligence Compared
Comparisons

ORM vs Gong: Revenue Intelligence Compared

How ORM's prescriptive forecasting compares to Gong's conversation intelligence approach to revenue prediction.

7 min read

Turn these insights into action

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