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Pricing is the most powerful lever
in software.

Revenue and valuation both answer to it. This is where we work the lever in public: definitive guides to the three pricing decisions, teardowns of live vendor pricing moves, and positions grounded in patterns we have watched repeat across decades of our own corpus.

Start with the guides →

The pricing record

What software companies do, not what they say, tested against peer-reviewed evidence. The exits across our portfolio carry the proof. Most pricing advice is opinion with good distribution.

deal registration partner margins | Software Pricing Partners
Licensing 2026-09-02

Does Deal Registration Protect Partner Margins?

A registration can be approved, live, and uncontested, and the partner can still lose the margin. The claim and the price are settled by two different…

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software pricing redesign | Software Pricing Partners
Continuous Monetization 2026-09-02

The Software Pricing Redesign Decays the Day It Ships

The periodic pricing redesign is the industry default, and it decays the day it ships. Three clocks now outrun the project cycle. Here is the operating…

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acquired product pricing | Software Pricing Partners
Harness Pricing 2026-09-01

The Acquired Metric: Meld or Pass Through

An acquired product ships with a value metric someone else chose. The acquirer either re-runs that decision or inherits it, one deal at a time.

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Pursuit of Profits

Three to four emails a month on software pricing, packaging and monetization. Unsubscribe anytime.

pass through or recast | Software Pricing Partners
Harness Pricing 2026-08-31

Pass Through or Recast: The Decision Every Software Layer Has Already Faced

SaaS, platform, copilot, agent, harness: the names change and the decision does not. Pass the underlying cost through, or recast the metric on what the layer…

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what is an agent harness | Software Pricing Partners
Harness Pricing 2026-08-31

What Is an Agent Harness? A Definition and What It Costs

An agent harness is the runtime layer that turns a language model into an agent. What the term means, where it came from, and what you…

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api pricing model | Software Pricing Partners
Harness Pricing 2026-08-31

API Pricing: Pennies per Call, Until the Call Became a Unit of Work

Per-call API pricing survived only where a call stayed one uniform unit of work. Everywhere the layer thickened: pass through, or recast the metric.

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ai credit conversion rates | Software Pricing Partners
AI Pricing 2026-08-30

AI Credit Conversion Rates: The Price Behind the Peg

A dollar-anchored credit is still a surrogate unit. The peg fixes the exchange rate between money and credits. The conversion table sets the price, and the…

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fair usage policy software | Software Pricing Partners
Licensing 2026-08-29

Fair Usage Policy: The Patch for an Unbounded Metric

Fair usage policies cap what the licensing model never bounded. The fix is a licensed quantity; unused overage rights are repricing evidence.

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enterprise license agreement | Software Pricing Partners
Licensing 2026-08-28

An Enterprise License Agreement Is a Census, and Most Vendors Never Take One

An enterprise license agreement does not remove the metric. It relocates the counting to the boundary of a population, and that boundary is the deal.

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trial license grant | Software Pricing Partners
Licensing 2026-08-28

A Trial License Is a Grant, and Most Vendors Never Decide Which One They Are Giving

A trial, a pilot, and a proof of concept are three different license grants, and the riders on an evaluation grant decide whether it converts.

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deepseek price increase | Software Pricing Partners
AI Pricing 2026-08-28

DeepSeek’s Price Increase Puts AI Inference on Utility Time

DeepSeek raised API prices on a peak/off-peak clock. Time-of-day metering arrived in AI inference as a discount and returned as an increase.

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ai price cuts deflation capture | Software Pricing Partners
AI Pricing 2026-08-26

AI Price Cuts: Who Captures the Model Layer’s Deflation

AI price cuts arrive on printed schedules now. The savings land in your margin, on your customer's invoice, or inside the meter, and only one of…

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consultancy built ai tools | Software Pricing Partners
AI Pricing 2026-08-25

The Custom AI Tool a Consultancy Builds You Is Software You Now Maintain

Custom AI tools sound like ownership. What you own when the consultancy leaves is a codebase, its dependency tree, and its decay clock. There is a…

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software license deployment rights | Software Pricing Partners
Licensing 2026-08-25

Where Your Software May Run Is a Licensing Decision, Not a Deal Term

Deployment is one of four dimensions in a software license grant. Where the software runs, and where the model runs, is priced before it is negotiated.

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per seat licensing variations | Software Pricing Partners
Licensing 2026-08-21

Per Seat Licensing Is an Umbrella, and Nobody Decided Which Variation Your Contract Grants

Per seat licensing is not one model. It is an umbrella that kept absorbing variations on separate axes, which is why two agreements can both say…

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ai credits video game lineage | Software Pricing Partners
AI Pricing 2026-08-20

AI Credits Borrowed Their Design From Video Games

AI credits are a minted currency with a video game lineage. Three mechanisms transfer to B2B software, the famous one does not, and the difference lands…

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bring your own model pricing | Software Pricing Partners
Harness Pricing 2026-08-20

Bring Your Own Model Is a Licensing Decision, Not a Discount

When a customer supplies the model, a unit with inference blended into it keeps counting and stops covering. What the unit grants, and who supplies the…

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channel oem partner licensing | Software Pricing Partners
Licensing 2026-08-19

Channel, OEM, and White-Label Pricing: The Grant Decides Before the Discount Does

Who may resell the unit, what an OEM embed covers, and what white-label changes are grant decisions, made before any margin schedule means anything.

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pricing benchmark survivorship | Software Pricing Partners
Value-Based Pricing 2026-08-19

Survivorship Bias in Pricing Benchmarks: Three Filters Between You and the Market

A pricing benchmark is a record written by winners three times over. The companies that failed, the quotes that died, and the concessions that bought the…

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software licensing model | Software Pricing Partners
Licensing 2026-08-18

The Licensing Model: What the Unit Is, and What It Grants

A licensing model is two decisions. The value metric is the visible half. What each unit grants is the half that decides what your contract can…

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pricing without usage visibility | Software Pricing Partners
AI Pricing 2026-08-14

How to Price Software When You Can’t See Usage Yet

You cannot bill a value metric you cannot observe. Until the meter exists, the job of your pricing model is boundedness, not precision.

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pricing architecture exit multiples | Software Pricing Partners
Enterprise Pricing 2026-08-13

How Pricing Affects Software Company Valuation and Exit Multiples

A multiple is a price, and acquirers price what software buyers price. How durable the value is. Architecture is what makes revenue durable.

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differential pricing b2b software | Software Pricing Partners
Value-Based Pricing 2026-08-13

Is It Fair to Charge Different Customers Different Prices for B2B Software?

In negotiated B2B markets prices always differ across buyers. What buyers punish is not the difference, it is variance no structure explains.

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pricing against the diy ai alternative | Software Pricing Partners
AI Pricing 2026-08-12

Pricing Against the DIY AI Alternative: The Vendor Side of Build vs Buy

The build-it-with-AI alternative rarely ships, but it still resets the buyer's reference price. The vendor response is architectural, not a discount.

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commit sizing deceleration | Software Pricing Partners
AI Pricing 2026-08-12

The Growth Assumption Inside Your AI Spend Commitments

A commit sized to last year's growth rate breaks on slower growth, not decline. The account grows every quarter and still lands under the committed number.

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one pricebook two motions | Software Pricing Partners
SaaS Pricing 2026-08-07

One Pricebook, Two Motions: Pricing When Self-Serve and Direct Sales Collide

A pricing page and a rep quote the same buyer two different numbers. The conflict presents as organizational and resolves as architectural.

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packaging by workflow | Software Pricing Partners
Packaging 2026-08-07

Packaging by Workflow, Not Industry: Letting Customers Self-Select

Vertical packages look organized and still get amended in every deal. The reason: industry labels the buyer, and packaging has to follow the work.

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competitor pricing page analysis | Software Pricing Partners
Competitive Analysis 2026-08-07

Competitor Pricing Page Analysis: What the Page Shows, and What It Hides

A competitor's pricing page shows the list surface, tier display, published prices, presentation copy. The architecture that closes deals never appears on it.

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when the agent is wrong | Software Pricing Partners
Harness Pricing 2026-08-04

When the Agent Is Wrong: Risk Allocation in Outcome and Consumption Pricing

An agent burns real compute and returns something unusable. Somebody pays for that run, and the meter decided who before anyone argued.

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pricing benchmarks vs ground truth | Software Pricing Partners
Value-Based Pricing 2026-08-04

Pricing Ground Truth: Why Your Own Deal Record Outranks Every Benchmark

A benchmark is the average of other people's outcomes with the context stripped off, and the context decided the outcome. Your own deal record outranks it.

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pricing implementation gap | Software Pricing Partners
Software Monetization 2026-08-03

Why Pricing Recommendations Die in the Backlog

Pricing recommendations stall for a reason nobody puts in the post-mortem: the product could not emit the unit, draw the boundary, or compute the shape.

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repricing freemium | Software Pricing Partners
SaaS Pricing 2026-08-02

Repricing Freemium: When the Free Tier Stops Paying for Itself

Free tiers ran without scrutiny while serving costs rounded to zero. LLM inference ended that. The three repricing motions: recut, convert, or withdraw.

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volume discounts ai consumption | Software Pricing Partners
AI Pricing 2026-08-02

Volume Discounts in AI Consumption Pricing: Linear Cost Brings the Discount Back

Every major AI vendor discounts, and none of them discounts on account size. Linear cost is what restores the quantity discount's original purpose.

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open source commercial pricing | Software Pricing Partners
Software Monetization 2026-08-01

Open Source Commercial Pricing: Making the Transition Without a Community Revolt

Open-source commercialization fails on withdrawal, not price. The paid boundary is drawn by licensing, packaging, and pricing decisions, not announcements.

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agentic buyer pricing | Software Pricing Partners
AI Pricing 2026-08-01

The Agentic Buyer: When AI Agents Start Buying Your Software

AI agents are buying software accounts on their own. Evaluation is going agentic; budget and signature are not. The five vendor-side moves to make now.

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billing data not decision evidence | Software Pricing Partners
AI Pricing 2026-08-01

Billing Data Is Not Decision Evidence

Every invoice is a deal you already won. Billing exhaust is written by winners only; the evidence a pricing decision runs on lives outside the meter.

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ai pricing audit economics | Software Pricing Partners
AI Pricing 2026-07-31

The Audit Economics of AI Pricing Work: Drafting Is Free, Shipping Wrong Is Not

Drafting a pricing recommendation now costs an afternoon. Shipping the wrong one costs what it always did. Where the risk concentrates when teams do pricing with…

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windsurf pricing change | Software Pricing Partners
AI Pricing 2026-07-31

Windsurf Pricing Change: What the Retreat From Credits Reveals

The ledger's only tracked retreat along the credits arc: Windsurf converted credits to bounded quotas, raised Pro for new subscribers, and taught the category a lesson…

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openai vs anthropic pricing | Software Pricing Partners
AI Pricing 2026-07-31

OpenAI vs Anthropic Pricing: What Execs Get Wrong

Two vendors, two instruments: OpenAI cuts price levels while Anthropic re-fences access. What eighteen months of tracked pricing moves mean for the pricing architecture you build…

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van westendorp b2b | Software Pricing Partners
Value-Based Pricing 2026-07-30

Van Westendorp in B2B: Where the Price Sensitivity Meter Breaks

The Price Sensitivity Meter prices one point for one respondent. B2B software prices a surface for a buying group. Where the method breaks, and what replaces…

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sales compensation gross profit | Software Pricing Partners
Enterprise Pricing 2026-07-30

Compensating Sales on Gross Profit, Not Revenue: Discount Control That Survives Multi-Product Deals

Revenue comp pays a rep the same for a discounted dollar as a full-price one, so reps rationally buy the close with margin. What changes when…

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pe portco ai repricing | Software Pricing Partners
Enterprise Pricing 2026-07-29

Repricing Legacy Portcos for the AI Era: Not All Make the Transition

Legacy portcos were priced before generative AI changed cost mechanics and AI agents broke per-user assumptions. The three-exposure read shows which to reprice first.

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deal desk software | Software Pricing Partners
Enterprise Pricing 2026-07-28

Deal Desk Software for B2B Software: Why It’s Where Your Pricing Architecture Lives or Dies

Deal desk is more than approvals. It's the real-time surface where pricing architecture, margin discipline, and incentives are tested against your live deals.

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hybrid pricing | Software Pricing Partners
AI Pricing 2026-07-24

What Is a Hybrid Pricing Model? The Definitional Treatment

A hybrid pricing model includes the capability in the base subscription and meters consumption against an allowance with overage beyond it. The structure does not solve…

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credit expiration breakage | Software Pricing Partners
AI Pricing 2026-07-23

Credit Expiration and Breakage: The Economics Vendors Will Not Publish

Credit breakage is the revenue a vendor keeps from credits customers bought but never consumed. It arrives through four mechanics that rarely appear on the pricing…

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what ai cannot know about your pricing | Software Pricing Partners
AI Pricing 2026-07-22

What Your AI Session Cannot Know About Your Pricing

Mid-DIY pricing attempt with AI? The session drafts well. The decision turns on evidence it has never seen: the deals you lost, the landed net prices…

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pricing corridor vs pricing surface | Software Pricing Partners
AI Pricing 2026-07-22

Pricing Corridor vs. Pricing Surface: Why Three Reference Prices Are Not Enough

A starting price, a target price, and a floor look like discipline. They are approval gates around an unpriced space, and every deal negotiates through it.…

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ai pricing subsidy cliff | Software Pricing Partners
Harness Pricing 2026-07-22

The Subsidy Cliff: What Happens to AI Application Pricing When the Model Layer Stops Absorbing Your COGS

Application vendors priced AI features against inference costs the model layer was absorbing. That absorption is ending, and the vendors exposed are the ones whose licensing…

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pe pricing first 100 days | Software Pricing Partners
Enterprise Pricing 2026-07-20

PE Portfolio Company Pricing: Sequencing the First 100 Days to Exit

A PE operating partner's first 100 days aren't a repricing sprint. They set the licensing, packaging, and pricing sequence for the whole hold.

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how to price software | Software Pricing Partners
Software Monetization 2026-07-19

How to Price Software: The Architecture Behind the Price

Most teams price software by picking a model and landing on a number. The real work is three decisions, and the first job is telling which…

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Upward view of a building corner in converging steel and glass, lit teal at the apex
AI Pricing 2026-07-19

Agentforce Pricing: Five Constructs in Twenty Months, and What the Churn Tells You

Five Agentforce pricing constructs in 20 months. What the churn signals about shipping a value metric before the value evidence.

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ai pricing model selection | Software Pricing Partners
AI Pricing 2026-07-18

Seat, Token, Credit, Consumption, or Outcome: How to Choose an AI Pricing Model

Five labels, one decision. The framework that determines whether seat, token, credit, consumption, or outcome pricing actually holds for your AI product.

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per seat to usage pricing transition | Software Pricing Partners
Licensing 2026-07-18

Per-Seat to Usage Pricing Transition: Value Metric

Seats stopped tracking value on automation-heavy products, and the reflex answer is 'switch to usage.' The real work is choosing a value metric that still tracks…

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good better best pricing | Software Pricing Partners
Packaging 2026-07-18

Good-Better-Best Pricing: Best Practice or the Most Copied Template in Software?

Good-better-best pricing rests on borrowed lab psychology. The evidence that addresses how many editions to build points at Customer Groups instead.

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land and expand pricing | Software Pricing Partners
SaaS Pricing 2026-07-18

Why Land and Expand Strategies Fail to Expand

Land and expand rarely fails as a sales tactic. It fails when the pricing architecture underneath it was never built to expand.

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software packaging | Software Pricing Partners
Packaging 2026-07-16

Software Packaging: The Offerings Decision

Packaging groups licensed capabilities into what you sell. Editions are one archetype among several; the right one is derived from your Customer Groups.

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continuous monetization define deploy defend | Software Pricing Partners
Continuous Monetization 2026-07-16

How Continuous Monetization Works: Define, Deploy, Defend

How continuous monetization works in practice: the Define, Deploy, Defend phases that turn pricing into a stable, ongoing operating discipline.

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unify pricing across product lines | Software Pricing Partners
Enterprise Pricing 2026-07-15

Unify Pricing Across Product Lines Without Losing Revenue

Unifying pricing across product lines is a pricing architecture problem, not a price-point problem. The three decisions to align, four symptoms of misalignment, and the sequence…

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why roi calculators fail | Software Pricing Partners
Value-Based Pricing 2026-07-15

Why ROI Calculators Fail (and What Replaces Them)

ROI calculators fail at the moment they are supposed to perform: late-stage, finance-scrutinized deals. Here is the structural reason why, and the pricing-architecture alternatives that communicate…

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Enforcement Executes Decisions. It Cannot Make Them.
Continuous Monetization 2026-07-15

Enforcement Executes Decisions. It Cannot Make Them.

Every layer that executes a pricing decision went always-on and venture-funded this year. The layer that makes the decisions did not follow, and cannot: the meter…

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AI Agents Seat Count Repricing: What to Do Now
Licensing 2026-07-14

AI Agents Seat Count Repricing: What to Do Now

Seat compression from AI agents is real, but the per-seat-is-dead diagnosis is wrong. Audit where your contract exposure actually lives, then run the three-move sequence, from…

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Token Diet: What It Costs Software Companies to Ration AI
AI Pricing 2026-07-14

Token Diet: What It Costs Software Companies to Ration AI

Token rationing controls the AI budget line while the real costs move to labor, security exposure, and feature adoption. The three token diet scenarios, who owns…

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Pricebook Deviation: What It Signals About a Competitor’s Pricing
Enterprise Pricing 2026-07-13

Pricebook Deviation: What It Signals About a Competitor’s Pricing

Pricebook deviation measures the gap between a vendor's stated pricebook and what closed deals actually record. Read systematically, it reveals whether a competitor's pricing architecture is…

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What Is a Credit in AI Pricing? (And Why It Matters)
AI Pricing 2026-07-13

What Is a Credit in AI Pricing? (And Why It Matters)

An AI credit is a vendor-defined unit of prepaid consumption, not a measure of value. Understand the mechanics, the vendor-set exchange rate, and the three questions…

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The PE Operating Partner Pricing Assessment: What to Measure, What to Fix, and When
Enterprise Pricing 2026-07-11

The PE Operating Partner Pricing Assessment: What to Measure, What to Fix, and When

A PE operating partner pricing assessment is an architecture read, not a survey. Band the portco on a four-stage ladder, then sequence the fix across the…

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From Coarse Volume Tiers to a Smooth Pricing Surface: The Artifact AI Consumption Forces
AI Pricing 2026-07-09

From Coarse Volume Tiers to a Smooth Pricing Surface: The Artifact AI Consumption Forces

A pricing surface is the artifact that replaces coarse volume tiers. Why the catch-all top tier goes margin-negative at AI consumption scale, and what to build…

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Machine-Readable Pricing: When Buyer Agents Read Your Pricebook Before a Human Reads Your Website
AI Pricing 2026-07-08

Machine-Readable Pricing: When Buyer Agents Read Your Pricebook Before a Human Reads Your Website

Buyer agents are beginning to read vendor pricing before a human ever does. What machine-readable pricing means and what to have in place before exposing it.

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What Is Outcome-Based Pricing? Whose Outcome ‘Pay When the Task Is Complete’ Bills For
AI Pricing 2026-07-07

What Is Outcome-Based Pricing? Whose Outcome ‘Pay When the Task Is Complete’ Bills For

AI vendors price per completed task and call it outcome-based. What the term means, whose outcome is billed, and how to price an agent.

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Price Elasticity in B2B Software: Why You’re Reading the Wrong Curve
Value-Based Pricing 2026-07-07

Price Elasticity in B2B Software: Why You’re Reading the Wrong Curve

In B2B software, the demand curve you read off your own deals is your discount waterfall, not your buyer. See why you're reading the wrong curve.

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The 2021 consumption-pricing warning, five years later
AI Pricing 2026-07-06

The 2021 consumption-pricing warning, five years later

The 2021 consumption-pricing warning, the primary-sourced evidence that confirmed it five years later, and what the same method flags for AI pricing next.

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Pricing Maturity Assessment: Stop Self-Scoring, Start Measuring the Architecture
Software Monetization 2026-06-30

Pricing Maturity Assessment: Stop Self-Scoring, Start Measuring the Architecture

A self-scored pricing maturity assessment measures how you feel about your pricing. A real one bands the architecture on a four-stage ladder and names the fix.

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Competitive Analysis for B2B Software
Competitive Analysis 2026-06-29

Competitive Analysis for B2B Software

Competitive analysis only earns its keep when it delivers three outputs: the real choice set, the negotiated deal, and the value verdict, sourced ethically.

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Designing Outcome-Based Pricing Without Giving Away Your Margin
AI Pricing 2026-06-29

Designing Outcome-Based Pricing Without Giving Away Your Margin

Designing outcome-based AI pricing as a vendor: where the metric sits, why a hard cap kills the upside you priced for, and how to protect margin…

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When the Meter Catches the Spike: GitHub Copilot’s Record Quarter and the Self-Suppression Problem
AI Pricing 2026-06-26

When the Meter Catches the Spike: GitHub Copilot’s Record Quarter and the Self-Suppression Problem

GitHub posted a record quarter weeks after moving Copilot to usage-based AI Credits. The record number is the spike, not the scoreboard. Here is the mechanism…

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Operationalized Pricing: Why Your Pricing Logic Belongs in a System, Not a Deck
Continuous Monetization 2026-06-26

Operationalized Pricing: Why Your Pricing Logic Belongs in a System, Not a Deck

A framework on a slide is still a slide. Operationalized pricing means the architecture runs in a system the deal team prices from: a scheduled net…

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Private Equity Pricing Diligence: The Three Moments That Decide the Hold
Enterprise Pricing 2026-06-25

Private Equity Pricing Diligence: The Three Moments That Decide the Hold

Private equity pricing diligence is the structured read on whether a portfolio company's pricing architecture can be repositioned for value capture across the hold and defended…

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Who Owns Your Meter Now? What Billing Consolidation Means for AI Pricing
Harness Pricing 2026-06-19

Who Owns Your Meter Now? What Billing Consolidation Means for AI Pricing

Three independent usage-billing vendors were absorbed by payments platforms in six months. The meter behind your AI pricing now has an owner paid on the flow.…

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Packaging Is a Customer Group Problem, Not a Persona Problem
Packaging 2026-06-19

Packaging Is a Customer Group Problem, Not a Persona Problem

Personas were built for messaging, not monetization. Customer Groups, clusters that extract value the same way, are the right unit for packaging.

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Software Packaging Framework: How to Decide Edition Boundaries
Packaging 2026-06-19

Software Packaging Framework: How to Decide Edition Boundaries

Packaging is a design decision, not just an enforcement one, and it starts with your Customer Groups. Here's the framework we presented in 2014, and the…

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PE Pricing Diligence: The Licensing-Metric Question Buyers Keep Missing
Enterprise Pricing 2026-06-11

PE Pricing Diligence: The Licensing-Metric Question Buyers Keep Missing

Most PE pricing diligence sizes the price level. The recapture lever sits one layer up, on the licensing metric, and you can find it before the…

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When usage-based pricing backfires: a field guide to AI metering gone wrong
AI Pricing 2026-06-02

When usage-based pricing backfires: a field guide to AI metering gone wrong

A field guide to the AI pricing models that backfired, why they failed, and what the consumption-risk spectrum predicts.

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Variable AI pricing suppresses the exploration vendors need: the lesson from Uber’s token blowout
AI Pricing 2026-05-30

Variable AI pricing suppresses the exploration vendors need: the lesson from Uber’s token blowout

Uber's COO disclosed an AI token blowout. The real lesson: variable pricing suppresses the exploration AI vendors need.

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How to Evaluate a Pricing Consultant for B2B Software
Software Monetization 2026-05-29

How to Evaluate a Pricing Consultant for B2B Software

Five questions separate methodology depth from proposal polish when evaluating pricing consultants for B2B software.

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Hard caps vs budget alerts: architecting AI cost controls for production workloads
AI Pricing 2026-05-27

Hard caps vs budget alerts: architecting AI cost controls for production workloads

A dev-environment loop turned $11/month into $7,153 in eight days. Why platform hard caps are the only AI cost control that survives application failure.

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GitHub Copilot Pricing Change Reveals the 5-Position AI Pricing Spectrum
AI Pricing 2026-05-22

GitHub Copilot Pricing Change Reveals the 5-Position AI Pricing Spectrum

GitHub Copilot's pricing change to token-based AI Credits on June 1, 2026 sits at one of five positions on the new AI pricing spectrum SPP has…

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Margin-Calibrated Discounting: The Pricing Surface Software Should Have Inherited
Enterprise Pricing 2026-05-17

Margin-Calibrated Discounting: The Pricing Surface Software Should Have Inherited

Tier-step volume discounting solved real problems in manufacturing. Software inherited the staircase but lost the rationale. Here's the architecture-side fix.

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Agentic AI Pricing Strategy: The Metric Decision Upstream
AI Pricing 2026-05-17

Agentic AI Pricing Strategy: The Metric Decision Upstream

The agentic AI pricing conversation is debating wrappers again. The decision upstream is what unit of work the price attaches to.

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Pricing Consultant RFP: Wrong Questions, Right Approach
Enterprise Pricing 2026-05-12

Pricing Consultant RFP: Wrong Questions, Right Approach

Standard RFP criteria select the wrong pricing consultants — experience portfolios and cost comparisons optimize for proposal writers, not pricing results.

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Continuous Monetization: The B2B Software Pricing Discipline | SPP
Continuous Monetization 2026-05-03

Continuous Monetization: The B2B Software Pricing Discipline | SPP

Continuous Monetization treats pricing as product development: every decision a hypothesis vetted against real transactions. One-shot prediction fails.

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Outcome-Based vs Consumption-Based AI Pricing | SPP
AI Pricing 2026-04-28

Outcome-Based vs Consumption-Based AI Pricing | SPP

Atlassian moved Rovo to credits. HubSpot moved Breeze to per-resolution. The trade press lumped them. They are opposite licensing-model bets.

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AI Monetization Strategy vs AI Tool Adoption | SPP
AI Pricing 2026-04-26

AI Monetization Strategy vs AI Tool Adoption | SPP

AI tool adoption surveys answer one question; AI monetization strategy answers another. Why credit-based pricing is the wrong injection point for most AI products.

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The Professional Services AI Pricing Problem Is a Value Metric Problem
AI Pricing 2026-04-25

The Professional Services AI Pricing Problem Is a Value Metric Problem

The services pricing problem isn't a need for more pricing models. It is a value-metric problem. The shift is from charging for hours to charging for…

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Managing Risk in Software Pricing | SPP
Software Monetization 2026-04-25

Managing Risk in Software Pricing | SPP

Pricing is the highest-reward, highest-risk lever in B2B software. Define, Deploy, Defend; the failure modes at each stage and how to mitigate them.

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Pricing Model vs Value Metric: Why the Industry Keeps Misreading the Actual Lever
Software Monetization 2026-04-22

Pricing Model vs Value Metric: Why the Industry Keeps Misreading the Actual Lever

Pricing models are wrappers. Value metrics are cargo. Companies that pick the model first ship pricing changes quarterly while core economics stay broken.

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PLG Pricing: Why Product-Led Growth Is Not a Monetization Strategy
SaaS Pricing 2026-04-19

PLG Pricing: Why Product-Led Growth Is Not a Monetization Strategy

Product-led growth companies often confuse adoption with monetization. The trifecta — licensing, packaging, and pricing — still needs an owner.

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Price Perception B2B: Why Software Pricing Psychology Fails
Value-Based Pricing 2026-04-17

Price Perception B2B: Why Software Pricing Psychology Fails

Price perception B2B operates through structural mechanisms, not psychological tactics borrowed from consumer retail.

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Credit-Based Pricing for AI Software: The Six Fatal Flaws
AI Pricing 2026-04-16

Credit-Based Pricing for AI Software: The Six Fatal Flaws

Credit-based pricing caps revenue at infrastructure margins instead of capturing AI application value. Six structural flaws make credits a ceiling, not a scaling mechanism — from…

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Blog 17
Value-Based Pricing 2026-04-14

Pricing to Value in B2B Software: The Operating Framework

Pricing to value requires three integrated parts: licensing metric, packaging architecture, and validated price points.

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The Value Metric Decision: How to Choose What You Charge For
Software Monetization 2026-04-12

The Value Metric Decision: How to Choose What You Charge For

The wrong metric trains customers to suppress adoption, forces pilots that stall deals, and creates revenue volatility in down cycles.

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Why Willingness-to-Pay Surveys Fail B2B Software Companies
Value-Based Pricing 2026-04-07

Why Willingness-to-Pay Surveys Fail B2B Software Companies

Willingness to pay software pricing surveys overestimate by up to 2x and can't capture value buyers haven't experienced yet.

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Why Value-Based Pricing Is an Emergent Phenomenon
Value-Based Pricing 2026-02-17

Why Value-Based Pricing Is an Emergent Phenomenon

Value-based pricing emerges only when licensing strategy, sales fluency, interactive tools, and pricing integrity align perfectly.

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SaaS Pricing Models: What Actually Works in B2B Software
SaaS Pricing 2026-01-26

SaaS Pricing Models: What Actually Works in B2B Software

The problem is that choosing a pricing model is the wrong starting point. The model is downstream of three harder decisions: what metric you charge on...

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Freemium SaaS: When It Works, When It Doesn’t, and What Most Companies Get Wrong
SaaS Pricing 2026-01-22

Freemium SaaS: When It Works, When It Doesn’t, and What Most Companies Get Wrong

Freemium sits across licensing, packaging, and pricing simultaneously. Most companies treat it as a single decision and wonder why conversion breaks.

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Enterprise SaaS Pricing: Models, Packaging & Deal Architecture
Enterprise Pricing 2025-12-04

Enterprise SaaS Pricing: Models, Packaging & Deal Architecture

Enterprise SaaS pricing requires different architecture than standard subscription models designed for mid-market segments.

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AI Monetization for B2B Software: Turning AI Investment Into Revenue
AI Pricing 2025-11-20

AI Monetization for B2B Software: Turning AI Investment Into Revenue

B2B software companies monetizing AI wrong—either giving it away free or charging for compute costs instead of outcomes.

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B2B Pricing Strategies: Why Most Companies Get the Sequence Wrong
Software Monetization 2025-10-19

B2B Pricing Strategies: Why Most Companies Get the Sequence Wrong

Most B2B pricing strategy advice jumps to the price. The real work is the three decisions underneath — licensing, packaging, and pricing — in that order.

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Value-Based Pricing Strategy: What It Actually Takes in B2B SaaS
Value-Based Pricing 2025-09-24

Value-Based Pricing Strategy: What It Actually Takes in B2B SaaS

Most value-based pricing advice fails in B2B SaaS—surveys can't capture complex, usage-dependent value.

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AI Software Pricing: What to Know If You Want to Get It Right
AI Pricing 2025-09-11

AI Software Pricing: What to Know If You Want to Get It Right

These aren’t really models—they’re payment wrappers, packaging structures, and deal types that the industry conflates.

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Generative AI (GenAI) Pricing Challenges 
AI Pricing 2025-08-25

Generative AI (GenAI) Pricing Challenges 

Companies rush AI features for market perception over customer value, risking pricing decisions that create long-term revenue problems.

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B2B Pricing Software: What Actually Matters
Enterprise Pricing 2025-08-14

B2B Pricing Software: What Actually Matters

Most B2B pricing software automates execution but ignores architecture. Wrong value metric plus automation equals faster chaos.

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Software Monetization: What B2B Companies Get Wrong and How to Fix It
Software Monetization 2025-07-31

Software Monetization: What B2B Companies Get Wrong and How to Fix It

Most B2B software companies monetize by picking a pricing model and bolting it onto their product. The companies that capture value treat monetization as architecture.

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LevelSetter: Building An AI-Augmented B2B Pricing Platform
Software Monetization 2025-07-30

LevelSetter: Building An AI-Augmented B2B Pricing Platform

An AI-augmented B2B pricing platform, built starting in 2014 because spreadsheets could not hold the detail the answers were hiding in. The bake-off that settled which…

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Pricing Strategy Consulting for B2B Software: What Actually Works
Software Monetization 2025-07-25

Pricing Strategy Consulting for B2B Software: What Actually Works

Most pricing strategy consulting delivers spreadsheets calibrated to markets that existed months ago, not systems that adapt.

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Blog 14
AI Pricing 2025-07-24

AI-Driven Pricing vs. AI-Augmented B2B Pricing — Why Human Expertise Still Matters

AI-driven pricing automates decisions completely, while AI-augmented pricing combines algorithmic power with human strategic oversight.

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Blog 14
Value-Based Pricing 2024-03-09

Willingness to Pay, It’s More Complicated

The complicated nature of willingness to pay (WTP) for B2B software companies and the dangers of Van Westendorp (PSM)

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SaaS Pricing Best Practices: List price or net price, which is more important?
SaaS Pricing 2023-04-28

SaaS Pricing Best Practices: List price or net price, which is more important?

Both list price and net price matter in B2B SaaS — transparency in their relationship is the real lever. Here's how structured discounting builds trust and…

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Three more B2B SaaS Pricing Errors – and how to avoid them
SaaS Pricing 2023-03-16

Three more B2B SaaS Pricing Errors – and how to avoid them

Pricing tiers create arbitrary customer groupings that mislead strategic decisions and hurt B2B SaaS revenue growth.

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The worst B2B SaaS pricing errors – and how to avoid them
SaaS Pricing 2023-02-10

The worst B2B SaaS pricing errors – and how to avoid them

Copying competitor pricing borrows decisions made for their customer mix and value drivers, not yours—missing actual value.

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Why Continuous Monetization Is Urgent for Software Companies | SPP
Continuous Monetization 2023-01-25

Why Continuous Monetization Is Urgent for Software Companies | SPP

Continuous Monetization is no longer optional for software companies. AI pricing pressure, discount creep, and PE hold-period dynamics make it urgent now.

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How software pricing facilitates value-based selling
Value-Based Pricing 2023-01-04

How software pricing facilitates value-based selling

Value-based selling requires licensing, packaging, and pricing designed before first sales contact to enable confident conversations.

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Is premium pricing a good strategy for B2B software? 
Value-Based Pricing 2022-11-14

Is premium pricing a good strategy for B2B software? 

Premium pricing works for B2B software only when products deliver genuine premium value, not copied competitor strategies.

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Blog 1
Value-Based Pricing 2022-09-23

In B2B software, 90% of value-based pricing and selling is a hoax 

Most B2B software value-based pricing fails because companies use B2C techniques that don't work for complex software markets.

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Blog 2
Enterprise Pricing 2022-08-18

Transitioning Existing Customers to New Pricing: Why Legacy Carry-Forward Fails

Carrying legacy pricing forward destroys long-term revenue by locking in unfair price-value gaps and giving away software value to legacy customers.

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Blog 1
Software Monetization 2022-08-04

Software Pricing Risk: What Could Go Wrong With Changes

Pricing deployment risks range from wasting your time to crashing your business model without proper controls.

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2 Blog 22
Value-Based Pricing 2022-07-07

What’s the difference between value-based software pricing and needs-based software pricing? 

Value-based and needs-based pricing both focus on customers but often fail in execution, creating unfair buyer outcomes.

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Colossal Judgment Award Highlights Need for Ethical Competitive Intelligence 
Competitive Analysis 2022-06-17

Colossal Judgment Award Highlights Need for Ethical Competitive Intelligence 

$2 billion judgment against Pegasystems highlights critical need for ethical competitive intelligence in software

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Want a Higher Valuation for Your Software Company? Fix Your Pricing Model.
Software Monetization 2022-01-12

Want a Higher Valuation for Your Software Company? Fix Your Pricing Model.

SaaS companies achieve higher valuations through recurring revenue and rapid growth enabled by subscription pricing models.

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Why B2B SaaS Pricing Pages Fail (And What Works Instead)
SaaS Pricing 2021-07-09

Why B2B SaaS Pricing Pages Fail (And What Works Instead)

Most B2B SaaS pricing-page debates collapse into 'show everything' vs 'hide everything.' The real decision is which dimensions to reveal.

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Blog 2
SaaS Pricing 2021-05-14

It’s Wise to Question the Big Assumption about Consumption Pricing

Question consumption pricing hype before switching - usage-based models can backfire without careful planning.

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Blog 1
Continuous Monetization 2021-04-16

An Introduction to Successful Software Pricing

Software pricing decisions have the most significant impact on company success, yet remain least understood.

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Your SaaS Investors May Soon Demand a Chief Monetization Officer
Software Monetization 2020-09-24

Your SaaS Investors May Soon Demand a Chief Monetization Officer

SaaS investors may soon demand Chief Monetization Officers as revenue models grow too complex for part-time management.

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The Secret Dangers of Competitive Intelligence Gathering
Competitive Analysis 2020-06-24

The Secret Dangers of Competitive Intelligence Gathering

Unethical competitive intelligence gathering can damage reputation, disrupt operations, and create serious legal liability.

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The Time has Come for a Chief Monetization Officer
Software Monetization 2020-04-30

The Time has Come for a Chief Monetization Officer

Software monetization has grown too complex and strategic to manage under existing roles like CFO or CRO.

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5 Signs Your Pricing Strategy Isn’t Working
Software Monetization 2020-01-13

5 Signs Your Pricing Strategy Isn’t Working

Bespoke deals, unlimited usage, and complex pricing create major business challenges for software companies.

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3 Discounting Approaches That Slow SaaS Growth
SaaS Pricing 2017-06-18

3 Discounting Approaches That Slow SaaS Growth

3 SaaS discounting failure modes erode growth. Margin-Calibrated Discounting is the architecture answer: engineered pricing surface, scheduled net price.

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4 Tips for a Successful Beta Test
SaaS Pricing 2016-07-01

4 Tips for a Successful Beta Test

A better definition for a strong beta customer is a prospect that is willing to pay to become a customer for an early version of your…

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Role of License and Entitlement Management in Monetization
Software Monetization 2015-03-09

Role of License and Entitlement Management in Monetization

Learn more about license management and entitlement management.

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Blog 1
Enterprise Pricing 2014-03-02

Combating the Nibble

When a prospect that's about to close asks for something (a Nibble), do you know how to combat it?

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