Growth
Articles and guides with acquisition, retention and experimentation playbooks for teams running growth as a system, not a campaign.
- Growth
RICE Framework: Prioritization Scoring and When to Override
RICE ranks backlog ideas by Reach, Impact, Confidence and Effort. Here's the formula, a full worked backlog, and the two places the score lies to you.
14 min read - Growth
B2B Marketing KPIs vs. Metrics: How Many You Need
One head metric and one guardrail per funnel tier: the selection rule for a B2B marketing dashboard a board will actually trust.
12 min read - Growth
Lifecycle Email Marketing: A Guide With Benchmarks
Three lifecycle-stage models disagree because they measure different things. Here's the one that maps to real triggers, plus a worked sequence to copy.
11 min read - Growth
Marketing Automation Workflows: Build, Then Govern Well
The condition box in a standard workflow diagram is a filter folded into the trigger, not its own step. Here's the actual model, plus how to keep a workflow correct.
11 min read - Growth
AI Growth Marketing: Where It Helps, Where It Doesn't
Some growth loops are ready for AI right now. Others never will be. Here's the test that tells you which is which.
11 min read - Growth
Growth Marketing vs Digital Marketing: The Real Differences
Growth marketing and digital marketing use the same channels but different scopes, metrics, budgets and teams. Here's the decision rule for choosing.
10 min read - Growth
What Is Growth Marketing? Strategy, Team and Examples
Growth marketing is a full-funnel operating model run by a cross-functional team. Here's the definition, the team structure and a concrete readiness check.
11 min read - Growth
SaaS Conversion Rate Benchmarks for 2026, by Stage
Two well-sourced reports put the same SaaS conversion stage a quarter to nearly double apart. Here's why, and which number to trust.
16 min read - Growth
Referral Marketing SaaS: Rewards, Attribution, Legal
SaaS referral programs need their own playbook: the right reward by deal size, an attribution fix for long sales cycles, and the FTC rule that applies.
13 min read - Growth
How to Create a Referral Program: Reward Sizing and Setup
Size the reward against CAC, time it to your return window and know the IRS threshold before you launch.
11 min read - Growth
The Hooked Model (Hook Model): Why Most Hooks Break
Every ranked page names the four phases. Here's the mechanism under each one, and a diagnostic for a hook that stopped converting.
10 min read - Growth
Churn Reduction: How to Reduce Customer Churn
Most churn reduction guides list generic tactics in no order. This one diagnoses your churn type, ranks the fix, and prices what it's worth.
13 min read - Growth
Churn Prediction Models: Signals, Scoring, Evaluation
The model matters less than the label. Pick by data volume, build a leak-proof label, and read the score with the right metric.
11 min read - Growth
Cohort Analysis: How to Read Retention Curves and Act
One blended retention number hides more than it shows. Build the cohort table, read the curve shape, and know which move it calls for.
12 min read - Growth
Product Led Growth Explained: Strategy, Metrics, Fit
PLG is a benchmarked growth motion, not a synonym for a free trial. Here is the decision rule for choosing a model and the metrics that prove it works.
13 min read - Growth
Product Qualified Lead (PQL): Definition and Scoring Model
A PQL is defined by usage, not a form fill. Here is a real weighted scoring model, an ACV-based routing rule, and the checked conversion numbers behind it.
11 min read - Growth
Trial to Paid Conversion Rate: Formula, Benchmarks and Fixes
FirstPageSage’s own benchmark data shows opt-in trials winning on revenue per visitor once you run the full-funnel math, not the trial to paid stage alone.
11 min read - Growth
What Is Time to Value? The Formula and How to Fix It
TTV isn't a vague onboarding feeling. Here's the formula, the three drivers of a slow clock, and the fix matched to each one.
13 min read - Growth
User Activation Rate: Formula, Benchmarks, and Fixes
Published activation benchmarks range from 2% to 55% because they measure different things. Here's the formula and how to find your own event.
14 min read - Growth
Viral Coefficient: What a K-Factor Below 1 Actually Costs
The formula, the cycle-time math and the dollar value of a K-factor under 1, worked out.
10 min read - Growth
Growth Loops vs Funnels: Loop Gain, Cycle Time and Types
A growth loop compounds where a funnel resets. Loop gain and cycle time decide if yours ever will.
12 min read - Growth
How to Build a Growth Model: A Step-by-Step SaaS Guide
A growth model isn't a diagram. It's a formula that tells you which lever is worth pulling first.
10 min read - Growth
HARO Alternatives (2026): What Actually Replaced It
HARO is free again, Connectively is dead, and every price below is verified against the vendor's own page this month.
12 min read - Growth
Pirate Metrics (AARRR): The 5 Stages and Where It Breaks
AARRR isn't a funnel you run start to finish. It's five checkpoints to value in dollars, with a rule for when to flip the order.
10 min read - Growth
How to Find Your North Star Metric (and Break It Down)
Most guides stop at naming a metric. This one covers the stress test, the decomposition and the tradeoff it can quietly hide.
12 min read - Growth
Pricing Experiments: How to Run One Without a Backlash
A pricing experiment only works if it isolates price correctly and stays inside the fairness line that just shut down Instacart's own tests.
14 min read - Growth
MMM vs MTA Cost and the Decision Table That Settles It
MMM vs MTA comes down to five measurable differences and one decision table for which to run first.
13 min read - Growth
Incrementality Testing: How to Run a Test and Read iROAS
Attributed and incremental are different numbers. Here's how to design, size and read a test that tells you which one you're looking at.
14 min read - Growth
Multi Armed Bandit vs A/B Testing: When Bandit Testing Wins
Bandits and A/B tests trade certainty for speed on a provable curve, not a vibe. The regret bound, the mechanism and a table to pick correctly.
12 min read - Growth
CUPED: The Formula, a Worked Example and When It Fails
The payoff isn't a fixed percentage: it's the square of your metric's pre/post correlation. Formula, worked example, and when CUPED fails to help.
11 min read - Growth
Sequential Testing: A Guide to Valid Early Stopping
Every vendor calls it \"always valid.\" Here's which method each one actually runs, what the guarantee depends on, and what to ask before you flip the toggle.
13 min read - Growth
Sample Ratio Mismatch (SRM): How to Detect and Fix It
Your A/B test tripped an SRM alert. Run the chi-square check, then use the five-stage taxonomy to find the real cause fast.
12 min read - Growth
Minimum Detectable Effect: How to Calculate and Choose One
MDE isn't a calculator default. Here's the formula, the real traffic cost of halving it, and a framework for choosing the right one.
9 min read - Growth
Growth Experiments: Examples, 3 Test Types, 1 Template
A growth experiment is more than an A/B test. Get the funnel-wide example table, the fake-door test, and a one-page brief template.
10 min read - Growth
Cancellation Flow Design: The Current Rules and a Template
A cancellation flow is a build spec, not a screen: here's the routing rule, the survey script and the law as it stands today.
12 min read - Growth
Loss Aversion Marketing Examples, Tactics and Limits
Every top page says losses are twice as powerful as gains. The real number comes from one 1991 study, and the authors added a caution the industry drops.
12 min read - Growth
Behavioral Economics Marketing: Cognitive Biases in Marketing
Psychology-backed doesn't mean one thing. Here's which behavioral economics tactics replicate, which failed, and the rule for shipping each one.
11 min read - Growth
AI Chatbot Website Optimization: Conversion Rate Goals and Benefits
An AI chatbot captures leads and books meetings, but most of the stats vendors quote won't survive a source check. Here's what does.
13 min read - Growth
Call Conversion Optimization: A 2026 Benchmarks Guide
The real 2026 call conversion benchmarks, a 3-stage diagnostic, and a script that turns more inbound calls into booked business.
11 min read - Growth
Signup Flow Optimization Guide: Reduce Signup Friction Fast
Clerk's own sign-in data overturns the passwordless-first push, and three named patterns settle where your paywall actually belongs.
11 min read - Growth
Pricing Page Optimization for B2B SaaS (2026 Guide)
One practitioner's 14,000 tracked pricing page tests favor cutting elements over adding them, and a JSON-LD sample makes your tiers citable to AI search.
13 min read - Growth
Landing Page Copy That Converts, Section by Section
A section-by-section guide to landing page copy that matches length, tone and objections to where your reader actually stands.
14 min read - Growth
Conversion Funnel Optimization: Which Stage to Fix First
Every funnel guide says fix the biggest drop. Here's the tie-breaker they miss, plus a worked example and a sourced ranking.
13 min read - Growth
B2B Conversion Rate Optimization in 2026: What Works
B2B CRO breaks when it copies B2C. The committee math, the real SaaS benchmark, and when a longer A/B test still isn't the fix.
14 min read - Growth
Best Conversion Rate Optimization Tools to Buy in 2026
Fifteen CRO tools priced from each vendor's own page in September 2026, sorted by job to be done and the traffic level where each one earns its cost.
15 min read - Growth
Hiring a CRO Consultant: Cost, Red Flags, Payback Math
A CRO consultant costs $75 to $500+ an hour. Here's which of 5 hiring shapes fits your traffic, and a payback test to run before you sign.
12 min read - Growth
CRO Best Practices: Which CRO Tactics Actually Work
Most CRO lists never say which tips are proven and which are folklore. This one sorts them by evidence and tells you when to test.
14 min read - Growth
Growth Experiment Cadence: The Rhythm That Compounds
A fixed growth experiment cadence beats occasional bursts. Here is how to set your velocity, size it to your traffic, and keep the loop closing.
15 min read
