Design pricing strategy for technical products by choosing seat-based, usage-based, outcome-based, hybrid, freemium, enterprise, and price-positioning models. Use when asked to price an API, developer tool, SaaS, infrastructure product, freemium tier, enterprise plan, price increase, or GTM monetization motion.
Assess a technical product's value, cost, GTM motion, customer segment, and competitive alternatives, then recommend a pricing model, packaging thresholds, enterprise conversation structure, price-positioning signal, and price-increase path.
When to invoke
"How should we price this developer tool?"
"Should this be usage-based or seat-based pricing?"
"Where should our freemium tier end?"
"Help structure enterprise pricing."
"Should we raise prices?"
Initial assessment
Collect these inputs before recommending pricing:
Question
Why
Product type
API/platform, developer tool, SaaS application, or infrastructure have different units of value.
Current pricing
Existing price and duration expose underpricing and migration risk.
GTM motion
Self-serve, sales-assisted, enterprise, or hybrid changes packaging and contract terms.
Cost structure
Marginal cost per customer, user, unit, API call, compute unit, or storage unit sets the floor.
Competitive landscape
Alternatives include competitors, building in-house, manual work, existing tool plus switching cost, and doing nothing.
Value-ratio pricing
Anchor price to customer alternative cost rather than your internal cost. Enterprise buyers often compare your price to engineering time saved, risk reduced, downtime avoided, or revenue unlocked.
Value Ratio = Customer's alternative cost / Your price
Value Ratio
Interpretation
Action
> 10x
Massively underpriced
Raise or repackage for value.
> 5x
Underpriced
Test higher tiers or enterprise pricing.
3-5x
Healthy pricing
Optimize packaging and expansion.
< 3x
Approaching ceiling
Improve differentiation before raising.
< 2x
Expensive
Segment better or strengthen proof of value.
Calculate alternative cost from hours spent on manual process × hourly rate × frequency; cost of building in-house as engineers × months × loaded cost; cost of existing tool + switching cost + productivity loss; or cost of not solving the problem such as incidents, downtime, or churn. Do not benchmark only against competitors; that anchors a race to the bottom.
Pricing model decision rules
Model
Works when
Breaks when
Seat-Based ($X/user/month)
Value scales with users, usage is uniform, predictable revenue matters.
Power users and casual users pay the same, one admin configures for 1,000 users, customers consolidate seats.
Usage-Based ($X/unit)
Usage varies significantly, marginal cost matters, value correlates with usage.
Bills are unpredictable, low-usage customers are uneconomic, high-usage discounts compress margins.
Outcome-Based ($X/result)
Outcomes are measurable, valuable, and attributable.
Outcomes depend on outside factors, measurement is disputed, customers game the metric.
Hybrid
A platform fee covers fixed costs and usage or outcome fees scale with value.
The base fee is too low to cover support or the variable unit is not tied to value.
A common winning structure is $500/month base + $0.05 per transaction, API call, task completed, or record processed. Use a platform fee for fixed costs and variable pricing for upside.
Does usage vary >5x between customers?
├─ Yes → Usage-based (or hybrid with usage component)
└─ No → Does value scale with team size?
├─ Yes → Seat-based
└─ No → Can you measure customer outcomes reliably?
├─ Yes → Outcome-based (or hybrid)
└─ No → Platform fee + feature-based tiers
Freemium thresholds
Find the production boundary. Free should serve hobbyists, learners, awareness, community, and content; it should not let production users avoid payment forever.
Usage level
User type
Willingness to pay
<100 units/mo
Hobbyist/learner
$0 and likely never paying.
100-1K units/mo
Side project
$0-20/mo and maybe.
1K-10K units/mo
Production use
$50-200/mo and likely to pay.
>10K units/mo
Business-critical
$200-2K/mo and must pay.
Set the free tier just below where production usage starts, such as 1,000 units/month free when production begins above that. Use these conversion triggers:
Trigger
Best for
Conversion signal
Usage limit
Platforms: API calls, tasks, records, value units.
User is building something real.
Team/collaboration gate
Tools.
User invites a second person.
Enterprise feature gate
Platforms.
Needs SSO, RBAC, audit logs, SLAs, or IT/security approval.
Enterprise pricing
Enterprise pricing is a conversation, not just a number on a page. Keep Contact Sales for unique requirements and value anchoring.
Variable
Pricing effect
Deployment model
Self-serve cloud, dedicated cloud, on-prem, and hybrid have different cost floors; on-prem often commands 2-5x cloud because support complexity rises.
Usage scale
Seats, API volume, and data volume get volume discounts, but never below cost to serve + 40% margin.
Support level
Premium support: 1.5-2x base; dedicated CSM: 2-3x; 24/7 support with SLA: 3-5x.
Compliance
SOC 2, HIPAA, FedRAMP, and data residency add audits, infrastructure, and process; price 1.5-2x base per compliance standard.
When a prospect asks cost: do not lead with a number. Ask about users, seats, units, cloud vs on-prem, compliance, support, and integrations; anchor to savings; then present three options: Good, Better, Best. Most buyers pick Better.
Price as positioning
Price
Signal
Attracts
Risk
$0
Open source or free tier for try-before-buy developers.
Individual contributors and experimenters.
Perceived as not enterprise-ready.
$20-100/month
Teams and small businesses.
Self-serve buyers and startups.
Enterprises may not take it seriously.
$500-2,000/month
Production workloads.
Growing companies with budget.
Some startups priced out.
$5,000-50,000/year
Enterprise.
Mid-market and enterprise.
Requires sales team.
$100K+/year
Mission-critical infrastructure.
Large enterprises.
Long sales cycles and heavy support.
If you price at $50/month while targeting enterprise, price undermines positioning. Price for the customer you want, not only the customer you have.
Price increases
Raise prices when value ratio is > 5x for most customers, win rates are above 40%, there has been no pricing pushback in the last 6 months, customers expand faster than expected, or competitors raised prices without losing share.
Is value ratio > 5x for most customers?
├─ Yes → Raise prices
└─ No → Are win rates > 40%?
├─ Yes → Price is not the problem; consider raising
└─ No → Are you losing deals specifically on price?
├─ Yes → Do not raise; improve value or segment better
└─ No → Something else is wrong: product, positioning, or sales
Raise without losing customers by grandfathering existing customers for 12-24 months, adding value to justify the increase, and using 5-10% annual escalator clauses in enterprise contracts. Communicate: "We're investing in [specific improvements]. To continue this level of investment, we're updating our pricing on [date]. Your current plan is locked in at your current rate until [grandfather date]." Do not apologize; frame it as investment.
Related primitives
Name
Type
Use it when
ai-gtm
skill
Pricing AI-specific products with variable AI costs or input/output pricing.
product-led-growth
skill
Designing PLG conversion and freemium activation loops.
enterprise-account-planning
skill
Structuring enterprise deal strategy and negotiation.
positioning-strategy
skill
Positioning, segmentation, and messaging beyond price.
Pricing examples and deal vocabulary
Use concrete pricing anchors when useful: a platform company charging 15K/year and raising enterprise to 45K/year. can be underpriced if the customer saves far more. Cost inputs may be per customer/user/unit; beware month-end sticker shock in usage pricing, already-discounted discount stacking, and enterprise bundles with nice-to-haves. Hybrid models combine usage/outcome economics, enterprise discovery asks for users/seats/units, and AI pricing may require variable-cost analysis. High-price infrastructure can be mission-critical rather than merely expensive.
Output template
## Technical product pricing recommendation — <product>
**Status:** recommended | needs data | blocked
**Product type:** API/platform | developer tool | SaaS | infrastructure
**GTM motion:** self-serve | sales-assisted | enterprise | hybrid
### Value and floor
- Alternative cost: $<amount> based on <method>
- Current or proposed price: $<amount>
- Value Ratio: <ratio>x (<interpretation>)
- Marginal cost floor: $<amount or unknown>
### Recommended model
| Component | Recommendation | Rationale |
| --- | --- | --- |
| Base fee | $<amount> | <reason> |
| Usage unit | $<amount>/<unit> | <reason> |
| Free tier | <threshold> | <production boundary> |
| Enterprise | <packaging> | <deployment/support/compliance logic> |
### Packaging and positioning
- Target customer: <segment>
- Price signal: <signal>
- Free-to-paid trigger: <usage/team/enterprise gate>
### Price-change plan
- Grandfathering: <12-24 month plan or none>
- Added value: <features/services>
- Contract terms: <annual escalator or discount guardrail>
Quality gate
Product type, current pricing, GTM motion, cost structure, and alternatives were assessed or marked unknown.
Value Ratio was calculated or the missing inputs were named.
The pricing model choice follows the usage, seat, outcome, or hybrid decision rules.
Freemium thresholds separate learners from production users.
Enterprise pricing accounts for deployment, scale, support, and compliance.
Price positioning matches the target customer segment.
Any price increase includes timing signals, grandfathering, added value, and communication plan.
1---2name: gtm-technical-product-pricing-33description: Design pricing strategy for technical products by choosing seat-based, usage-based, outcome-based, hybrid, freemium, enterprise, and price-positioning models. Use when asked to price an API, developer tool, SaaS, infrastructure product, freemium tier, enterprise plan, price increase, or GTM monetization motion.4license: MIT5---67<!-- Generated from harness/github-copilot/plugins/go-to-market/skills/gtm-technical-product-pricing/SKILL.md by harness/claude-code/scripts/convert_from_copilot.py. Edit the source, not this file. -->89# Technical product pricing1011Assess a technical product's value, cost, GTM motion, customer segment, and competitive alternatives, then recommend a pricing model, packaging thresholds, enterprise conversation structure, price-positioning signal, and price-increase path.1213## When to invoke1415- "How should we price this developer tool?"16- "Should this be usage-based or seat-based pricing?"17- "Where should our freemium tier end?"18- "Help structure enterprise pricing."19- "Should we raise prices?"2021## Initial assessment2223Collect these inputs before recommending pricing:2425| Question | Why |26| --- | --- |27| Product type | API/platform, developer tool, SaaS application, or infrastructure have different units of value. |28| Current pricing | Existing price and duration expose underpricing and migration risk. |29| GTM motion | Self-serve, sales-assisted, enterprise, or hybrid changes packaging and contract terms. |30| Cost structure | Marginal cost per customer, user, unit, API call, compute unit, or storage unit sets the floor. |31| Competitive landscape | Alternatives include competitors, building in-house, manual work, existing tool plus switching cost, and doing nothing. |3233## Value-ratio pricing3435Anchor price to customer alternative cost rather than your internal cost. Enterprise buyers often compare your price to engineering time saved, risk reduced, downtime avoided, or revenue unlocked.3637```text38Value Ratio = Customer's alternative cost / Your price39```4041| Value Ratio | Interpretation | Action |42| --- | --- | --- |43| `> 10x` | Massively underpriced | Raise or repackage for value. |44| `> 5x` | Underpriced | Test higher tiers or enterprise pricing. |45| `3-5x` | Healthy pricing | Optimize packaging and expansion. |46| `< 3x` | Approaching ceiling | Improve differentiation before raising. |47| `< 2x` | Expensive | Segment better or strengthen proof of value. |4849Calculate alternative cost from hours spent on manual process × hourly rate × frequency; cost of building in-house as engineers × months × loaded cost; cost of existing tool + switching cost + productivity loss; or cost of not solving the problem such as incidents, downtime, or churn. Do not benchmark only against competitors; that anchors a race to the bottom.5051## Pricing model decision rules5253| Model | Works when | Breaks when |54| --- | --- | --- |55| Seat-Based (`$X/user/month`) | Value scales with users, usage is uniform, predictable revenue matters. | Power users and casual users pay the same, one admin configures for 1,000 users, customers consolidate seats. |56| Usage-Based (`$X/unit`) | Usage varies significantly, marginal cost matters, value correlates with usage. | Bills are unpredictable, low-usage customers are uneconomic, high-usage discounts compress margins. |57| Outcome-Based (`$X/result`) | Outcomes are measurable, valuable, and attributable. | Outcomes depend on outside factors, measurement is disputed, customers game the metric. |58| Hybrid | A platform fee covers fixed costs and usage or outcome fees scale with value. | The base fee is too low to cover support or the variable unit is not tied to value. |5960A common winning structure is `$500/month base + $0.05 per transaction`, API call, task completed, or record processed. Use a platform fee for fixed costs and variable pricing for upside.6162```text63Does usage vary >5x between customers?64├─ Yes → Usage-based (or hybrid with usage component)65└─ No → Does value scale with team size?66 ├─ Yes → Seat-based67 └─ No → Can you measure customer outcomes reliably?68 ├─ Yes → Outcome-based (or hybrid)69 └─ No → Platform fee + feature-based tiers70```7172## Freemium thresholds7374Find the production boundary. Free should serve hobbyists, learners, awareness, community, and content; it should not let production users avoid payment forever.7576| Usage level | User type | Willingness to pay |77| --- | --- | --- |78| `<100 units/mo` | Hobbyist/learner | `$0` and likely never paying. |79| `100-1K units/mo` | Side project | `$0-20/mo` and maybe. |80| `1K-10K units/mo` | Production use | `$50-200/mo` and likely to pay. |81| `>10K units/mo` | Business-critical | `$200-2K/mo` and must pay. |8283Set the free tier just below where production usage starts, such as `1,000 units/month free` when production begins above that. Use these conversion triggers:8485| Trigger | Best for | Conversion signal |86| --- | --- | --- |87| Usage limit | Platforms: API calls, tasks, records, value units. | User is building something real. |88| Team/collaboration gate | Tools. | User invites a second person. |89| Enterprise feature gate | Platforms. | Needs SSO, RBAC, audit logs, SLAs, or IT/security approval. |9091## Enterprise pricing9293Enterprise pricing is a conversation, not just a number on a page. Keep `Contact Sales` for unique requirements and value anchoring.9495| Variable | Pricing effect |96| --- | --- |97| Deployment model | Self-serve cloud, dedicated cloud, on-prem, and hybrid have different cost floors; on-prem often commands `2-5x` cloud because support complexity rises. |98| Usage scale | Seats, API volume, and data volume get volume discounts, but never below cost to serve + `40%` margin. |99| Support level | Premium support: `1.5-2x` base; dedicated CSM: `2-3x`; 24/7 support with SLA: `3-5x`. |100| Compliance | SOC 2, HIPAA, FedRAMP, and data residency add audits, infrastructure, and process; price `1.5-2x` base per compliance standard. |101102When a prospect asks cost: do not lead with a number. Ask about users, seats, units, cloud vs on-prem, compliance, support, and integrations; anchor to savings; then present three options: Good, Better, Best. Most buyers pick Better.103104## Price as positioning105106| Price | Signal | Attracts | Risk |107| --- | --- | --- | --- |108| `$0` | Open source or free tier for try-before-buy developers. | Individual contributors and experimenters. | Perceived as not enterprise-ready. |109| `$20-100/month` | Teams and small businesses. | Self-serve buyers and startups. | Enterprises may not take it seriously. |110| `$500-2,000/month` | Production workloads. | Growing companies with budget. | Some startups priced out. |111| `$5,000-50,000/year` | Enterprise. | Mid-market and enterprise. | Requires sales team. |112| `$100K+/year` | Mission-critical infrastructure. | Large enterprises. | Long sales cycles and heavy support. |113114If you price at `$50/month` while targeting enterprise, price undermines positioning. Price for the customer you want, not only the customer you have.115116## Price increases117118Raise prices when value ratio is `> 5x` for most customers, win rates are above `40%`, there has been no pricing pushback in the last 6 months, customers expand faster than expected, or competitors raised prices without losing share.119120```text121Is value ratio > 5x for most customers?122├─ Yes → Raise prices123└─ No → Are win rates > 40%?124 ├─ Yes → Price is not the problem; consider raising125 └─ No → Are you losing deals specifically on price?126 ├─ Yes → Do not raise; improve value or segment better127 └─ No → Something else is wrong: product, positioning, or sales128```129130Raise without losing customers by grandfathering existing customers for `12-24 months`, adding value to justify the increase, and using `5-10%` annual escalator clauses in enterprise contracts. Communicate: "We're investing in [specific improvements]. To continue this level of investment, we're updating our pricing on [date]. Your current plan is locked in at your current rate until [grandfather date]." Do not apologize; frame it as investment.131132## Related primitives133134| Name | Type | Use it when |135| --- | --- | --- |136| `ai-gtm` | skill | Pricing AI-specific products with variable AI costs or input/output pricing. |137| `product-led-growth` | skill | Designing PLG conversion and freemium activation loops. |138| `enterprise-account-planning` | skill | Structuring enterprise deal strategy and negotiation. |139| `positioning-strategy` | skill | Positioning, segmentation, and messaging beyond price. |140141142## Pricing examples and deal vocabulary143144Use concrete pricing anchors when useful: a platform company charging `15K/year` and raising enterprise to `45K/year.` can be underpriced if the customer saves far more. Cost inputs may be per `customer/user/unit`; beware `month-end` sticker shock in usage pricing, `already-discounted` discount stacking, and enterprise bundles with `nice-to-haves`. Hybrid models combine `usage/outcome` economics, enterprise discovery asks for `users/seats/units`, and AI pricing may require `variable-cost` analysis. High-price infrastructure can be `mission-critical` rather than merely expensive.145146## Output template147148```markdown149## Technical product pricing recommendation — <product>150151**Status:** recommended | needs data | blocked152**Product type:** API/platform | developer tool | SaaS | infrastructure153**GTM motion:** self-serve | sales-assisted | enterprise | hybrid154155### Value and floor156- Alternative cost: $<amount> based on <method>157- Current or proposed price: $<amount>158- Value Ratio: <ratio>x (<interpretation>)159- Marginal cost floor: $<amount or unknown>160161### Recommended model162| Component | Recommendation | Rationale |163| --- | --- | --- |164| Base fee | $<amount> | <reason> |165| Usage unit | $<amount>/<unit> | <reason> |166| Free tier | <threshold> | <production boundary> |167| Enterprise | <packaging> | <deployment/support/compliance logic> |168169### Packaging and positioning170- Target customer: <segment>171- Price signal: <signal>172- Free-to-paid trigger: <usage/team/enterprise gate>173174### Price-change plan175- Grandfathering: <12-24 month plan or none>176- Added value: <features/services>177- Contract terms: <annual escalator or discount guardrail>178```179180## Quality gate181182- [ ] Product type, current pricing, GTM motion, cost structure, and alternatives were assessed or marked unknown.183- [ ] Value Ratio was calculated or the missing inputs were named.184- [ ] The pricing model choice follows the usage, seat, outcome, or hybrid decision rules.185- [ ] Freemium thresholds separate learners from production users.186- [ ] Enterprise pricing accounts for deployment, scale, support, and compliance.187- [ ] Price positioning matches the target customer segment.188- [ ] Any price increase includes timing signals, grandfathering, added value, and communication plan.189190## References191192- [Technical product GTM source](https://github.com/beingsmit/technical-product-gtm)193- [Smit Patel](https://linkedin.com/in/smitkpatel)
Run npx skillmds@latest add paulasilvatech/gtm-technical-product-pricing-3 in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
Design pricing strategy for technical products by choosing seat-based, usage-based, outcome-based, hybrid, freemium, enterprise, and price-positioning models. Use when asked to price an API, developer tool, SaaS, infrastructure product, freemium tier, enterprise plan, price increase, or GTM monetization motion. It is listed under Marketing & Growth on SkillMD.
This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Yes. Installing skills from SkillMD is free. This skill is licensed under MIT.
paulasilvatech (@paulasilvatech) published this skill. Their other Agent Skills are listed on their SkillMD profile.