Matias Muhonen

Argues the way out of feature factory mode is setting clear objective targets that focus on outcomes instead of feature lists. Useful when a team has shifted to OKRs but is still measuring outputs.

Itamar Gilad

Itamar Gilad argues a single north star metric is not enough and proposes three true-north metrics covering value to customer, top business KPI, and a balancing health metric. Useful when leaders are tempted to pick one number and risk goodharting it.

Ethan Garr

Tells how a growth team paired OKRs with a North Star Metric so every team's work tied back to a single value-to-user number. Useful when OKRs feel disconnected and leaders want a way to align them around growth.

Justin C

Critiques NPS as a metric that doesn't predict revenue, growth, or retention and points teams toward customer outcomes like purchases and churn. Useful when leadership is over-reliant on NPS for product decisions.

John Koetsier

Conversation with CleverTap CPO Vishal Anand on how product fuels retention and why customer experience beats retention tactics. Useful when planning retention work and you need a reminder that the product itself drives the loyalty loop.

Superside

Superside walks through how to create a design strategy that ties to business goals. Useful when a design team is asked to write a strategy and doesn't know where to start.

Geoff McGrath

Geoff McGrath argues data-driven design creates lasting competitive advantage when paired with strategy. Useful when a leadership team wants to anchor design investment in business growth.

Rohit Rajpal

Rohit Rajpal walks through how to calculate UX ROI with a clear formula and benchmark of 15-30 percent. Useful when a UX team needs a simple math model to defend a project.

Romina Kavcic

Romina Kavcic offers a guide to picking design KPIs and tying them to business goals to win executive trust. Useful when a design lead needs numbers to justify headcount or design system spend.

Alexandra van der Stap

Frames OGSTM as an extension of OGSM that adds Tactics so strategy becomes an action plan. Useful when teams have set objectives and goals but still struggle to translate strategy into tactical execution.

Craig Catley

Compares OKR and OGSM, with OGSM better for top-down enterprise planning and OKR better for team-level goals. Useful when leaders are choosing a goal-setting framework for their company or team.

Eddie Copeland

Eddie Copeland argues that collaborative tech projects should start with desired outcomes, not problems or solutions. Useful when public sector or cross-org teams are setting up projects and want a method that keeps everyone aligned on outcomes.

Althea Storm

Althea Storm asks if PQLs are replacing MQLs and explains the shift in sales. Useful when a sales team is rethinking how it qualifies leads.

Derek Skaletsky

Derek Skaletsky pitches PQLs as a single unifying metric across product, marketing, and sales. Useful when these teams have different definitions of a hot lead.

Kelly McKeown

Kelly McKeown lays out three pillars for using PQLs to drive growth. Useful when a product-led team is setting up its first PQL program.

Francis Brero

Francis Brero explains why PQLs beat MQLs and SQLs for product-led companies. Useful when a marketing or sales team wants to switch to product-driven qualification.

Adam Wilson

Adam Wilson explains how to design a customer loyalty program that actually drives value. Useful when a team is planning loyalty features or retention campaigns.

Sebastian Straube

Sebastian Straube on Mind the Product shows how the right North Star Metric should sit at the core of product strategy and tie to user problems. Useful when a team picks a metric that doesn't reflect real customer value.

Matt Hicks

Matt Hicks gives a 101 on lagging vs leading indicators for product managers, with examples of how each guides decisions. Useful when a PM needs a clear primer before mixing metrics in a roadmap.

Margaret Deflieze

Bundles 35 stats about customer experience showing that focused CX investment lifts revenue and loyalty. Useful when CX leaders need data points to justify investment in CX programs and personalization.

Tim Herbig

Tim Herbig pitches a metrics sandwich that aligns north stars with key results. Useful when a team has both an OMTM and OKRs and is struggling to make them line up.

Earl Lee

Earl Lee asks why so few companies use PQLs even though they convert better. Useful when a leader is trying to push the org toward product-led growth.

Stuart Brameld

Stuart Brameld's North Star framework on Growth Method explains why a single, customer-aligned metric helps the whole company pull together. Useful when a small team is picking its first North Star.

Jordan Staniscia

Jordan Staniscia shows how the user experience is the business and shares ways to surface UX cost in real numbers like support tickets. Useful when designers need to talk impact in business terms with execs.

Audrey X.

Audrey Xu Leung at Amplitude breaks down leading vs lagging indicators with SaaS examples like MRR, NRR, and ARPU. Useful when SaaS teams want concrete examples before defining their own indicators.

Bernard Marr

Bernard Marr explains leading indicators with a windshield-vs-rearview analogy and lists examples like consumer confidence and customer satisfaction. Useful when leaders want a quick metaphor for explaining indicator types to others.

[OKR Quickstart](

OKR Quickstart's video shows how leading indicators help teams adjust before lagging targets land, with sales calls vs revenue as a clean example. Useful when teams want a five-minute intro to using both indicator types in OKRs.

By Rich Sparks

Atlassian's OKR guide explains how to set objectives, write 3-5 Key Results, and run quarterly cycles across an organization. Useful when a company is rolling out OKRs for the first time and wants a strong reference.

Andreas Holmer

Andreas Holmer offers an OKR template that splits goals into shots, roofshots, and moonshots, with leading and lagging KRs. Useful when a leadership team wants a more nuanced way to set ambition and pick KRs.

Joca Torres

Joca Torres explains leading vs lagging indicators using a weight-loss analogy and applies it to OKRs, recommending engagement-style leading metrics. Useful when teams set goals on lagging metrics like NPS that they cannot directly move.

Kristy Sullivan

Kristy Sullivan groups UX outcome metrics for digital products, including revenue, conversion, and customer acquisition cost. Useful when a designer needs to tie design work to business-facing outcomes.

Abhishek Anand

Abhishek Anand argues that the key retention question is when users hit the survival point that predicts long-term loyalty. Useful when a team needs to focus its retention work on a single, simple goal.

BetterProspecting

Connects customer journey metrics to revenue growth — showing how stage conversion and time-in-stage feed into pipeline math. Useful when a revenue team wants to tie journey friction directly to dollars and pick where to invest.

Vitaly Friedman

Vitaly Friedman's collection of design KPIs and UX metrics worth tracking. Useful when you need a credible reference list of design KPIs.

Jack O'Donoghue

Frames UX outcomes as the bridge between user needs and business goals. Useful when you need a way to talk about outcomes that satisfies both designers and execs.

Reddit, Inc.

Reddit thread of UX folks sharing their honest experiences with OKRs in real teams. Useful when a UX leader is about to adopt OKRs and wants peer stories on what actually happens.

Dmitry Sergushkin

Dmitry Sergushkin on how product design teams can implement OKRs effectively. Useful when a design manager is rolling out OKRs and wants a step-by-step approach with examples.

Anna Kaley

Anna Kaley video on using OKRs in UX, with NN/g framing and examples. Useful when a UX leader wants a video they can share with the team to set up a shared view of OKRs.

Alexandre Macmillan

Alexandre Macmillan on designing features through the lens of OKRs, with worked examples. Useful when a designer is asked to tie their feature work to a quarterly OKR and wants a clear approach.

Aviram Vijh

Aviram Vijh reimagines OKRs for designers and design teams, with templates that fit design work. Useful when design OKRs feel forced and a team wants a friendlier model.

Nick Babich

Nick Babich video on using OKRs in product design work, with examples and pitfalls. Useful when a design team is rolling out OKRs and wants a quick video primer to align everyone.

Joshua Seiden

Joshua Seiden walks through user outcomes versus business outcomes with crisp examples and a phrasing test. Useful when a team is writing OKRs and wants a quick gut check on which side an outcome belongs to.

Hope Gurion

Calls out the eight most common mistakes teams make when defining product outcomes, like vague verbs or business-only framing. Useful when a team is writing outcomes and keeps getting stuck or shipping fuzzy ones.

Jeff Gothelf

Pulls apart user outcomes and business outcomes and shows why teams need both. Useful when a product team is writing OKRs and keeps confusing user goals with company goals.

Max Stepanov

Walks through how design managers can earn buy-in from C-level executives by mapping each stakeholder as a Visionary, Analyst, or Guardian and tailoring the pitch. Useful when you need leadership support for a design initiative and want to plan the right conversation for each executive type.

Teresa Hudson

Teresa Hudson connects e-commerce UX metrics (task time, error rate, completion) to conversion and sales so design earns a seat with stakeholders. Useful when designers need to translate UX work into business language.

Andy Sawyer

Andy Sawyer argues a focused 5-7 business metrics beat a cluttered dashboard, citing cognitive limits of working memory. Useful when teams want permission to drop metrics that no one uses.

Mark Baldino

Mark Baldino argues design metrics only matter when tied to key business goals and that internal vs external KPIs serve different purposes. Useful when consultants and in-house teams want a quick frame for which metrics to track.

Quora

Quora discussion lays out a step-by-step for creating design team KPIs: pick aligned business KPIs, run longitudinal research, share results across the company. Useful when design teams want a starter playbook for KPI conversations.

Arda Aksoy

Defines UX debt as fast and easy fixes that pile up and pushes designers to prove the cost to executives. Useful when leadership won't fund UX cleanup work and you need a way to make the case.