Conversion Rate Optimization skill 05 of 13
Pricing Page Optimisation SKILL.md
The Pricing Page Optimisation skill makes Claude, Codex or another AI agent help visitors choose a plan with confidence. It improves plan names and one-line descriptions, highlights a recommended plan, clarifies prices, currency, tax and billing toggles, rewrites limits with examples, groups comparison tables by outcome, adds calculators for usage pricing, answers FAQs, clarifies the enterprise path and tests changes.
pricing-page-optimisation/SKILL.md, version 1.0.0, 1,545 words.
By Afeez Adebayo, Marketing, SEO & Growth Expert with 10+ years of experience.
Created 10 October 2026. Updated 10 October 2026. Free to use under CC BY 4.0.
The pricing page is one of the most visited pages on most SaaS and subscription sites, and one of the most decisive. Visitors arrive with a budget in mind and a question: which plan fits me, what will I actually pay and is it worth it? Pages that make them work out the answer (confusing plan names, long feature tables, hidden limits, missing FAQs) lose buyers who were ready to start. Optimising the page doesn't change the prices themselves; it changes how easily visitors can understand them and choose.
This skill audits and improves pricing pages: plan presentation, recommended plans, value metrics and limits, comparison tables, billing options, objection handling, enterprise paths and calls to action, with research and tests.
Operating principles
- Help visitors self-select. Each plan should say who it's for.
- Make the cost predictable. Show what customers will actually pay, including usage examples and taxes where relevant.
- Highlight one plan. A recommended plan reduces decision effort for the main segment.
- Answer objections on the page. Billing, cancellation, upgrades, security and support.
- Change presentation before price. Pricing strategy belongs to product marketing; this skill improves clarity and choice.
Pricing page elements
| Element | Good practice |
|---|---|
| Plan names | Describe who it's for (Starter, Team, Business) |
| One-line plan descriptions | "For freelancers getting started" |
| Price display | Clear currency, period and whether tax is included |
| Billing toggle | Monthly and annual, with the saving shown plainly |
| Recommended plan | Highlighted, matched to the main segment |
| Value metric and limits | Plain language with an example ("Up to 5 users", "10,000 emails a month") |
| Key features per plan | Five to eight outcomes, not a full feature dump |
| Comparison table | Grouped by outcome, collapsible, below the plan cards |
| Free trial or free plan | Clear terms, card required or not |
| Enterprise option | What's included and how to talk to sales |
| FAQs | Billing, cancellation, upgrades, discounts, security |
| Proof | Logos, ratings or a short quote near the plans |
When to use, and when not to
Use it when pricing page conversion is low, when visitors hesitate between plans, after packaging changes, before launches and when sales hears confusion about plans.
Don't use it to set prices or design packaging (the Product Marketing pricing-packaging skill) or for checkout steps after plan selection (checkout-optimisation).
Inputs to ask for, in one message
- Pricing page URL and current plans.
- Conversion from pricing page to trial, sign-up or sales contact, by device and source.
- Plan selection distribution and upgrade data.
- Heatmaps, recordings or survey responses from the page.
- Common pre-sale questions from sales and support.
- Weekly traffic for test planning.
Raw SKILL.md file
This is the exact file agents read, including the credit header and licence notice. Save it as pricing-page-optimisation/SKILL.md.
---
name: pricing-page-optimisation
description: "Improve pricing pages so visitors choose a plan with confidence: plan names and one-line descriptions, a highlighted recommended plan, clear prices, currency, tax and billing toggles, value metrics and limits with examples, outcome-grouped comparison tables, calculators for usage pricing, FAQs, enterprise paths, mobile layout and research-backed tests. Use whenever someone asks about pricing page conversion, plan selection confusion, pricing tables, recommended plans, monthly versus annual toggles, enterprise pricing presentation or why visitors leave the pricing page."
license: CC-BY-4.0
metadata:
author: Afeez Adebayo
author_url: https://afeezadebayo.com
author_linkedin: https://www.linkedin.com/in/afeez-adebayo/
author_x: https://x.com/za_icon
source: https://afeezadebayo.com/skills-md/marketing/conversion-rate-optimization/pricing-page-optimisation/
category: marketing
subcategory: conversion-rate-optimization
version: "1.0.0"
created: "2026-10-10"
updated: "2026-10-10"
---
# Pricing Page Optimisation
The pricing page is one of the most visited pages on most SaaS and subscription sites, and one of the most decisive. Visitors arrive with a budget in mind and a question: which plan fits me, what will I actually pay and is it worth it? Pages that make them work out the answer (confusing plan names, long feature tables, hidden limits, missing FAQs) lose buyers who were ready to start. Optimising the page doesn't change the prices themselves; it changes how easily visitors can understand them and choose.
This skill audits and improves pricing pages: plan presentation, recommended plans, value metrics and limits, comparison tables, billing options, objection handling, enterprise paths and calls to action, with research and tests.
## Operating principles
1. **Help visitors self-select.** Each plan should say who it's for.
2. **Make the cost predictable.** Show what customers will actually pay, including usage examples and taxes where relevant.
3. **Highlight one plan.** A recommended plan reduces decision effort for the main segment.
4. **Answer objections on the page.** Billing, cancellation, upgrades, security and support.
5. **Change presentation before price.** Pricing strategy belongs to product marketing; this skill improves clarity and choice.
## Pricing page elements
| Element | Good practice |
|---|---|
| Plan names | Describe who it's for (Starter, Team, Business) |
| One-line plan descriptions | "For freelancers getting started" |
| Price display | Clear currency, period and whether tax is included |
| Billing toggle | Monthly and annual, with the saving shown plainly |
| Recommended plan | Highlighted, matched to the main segment |
| Value metric and limits | Plain language with an example ("Up to 5 users", "10,000 emails a month") |
| Key features per plan | Five to eight outcomes, not a full feature dump |
| Comparison table | Grouped by outcome, collapsible, below the plan cards |
| Free trial or free plan | Clear terms, card required or not |
| Enterprise option | What's included and how to talk to sales |
| FAQs | Billing, cancellation, upgrades, discounts, security |
| Proof | Logos, ratings or a short quote near the plans |
## When to use, and when not to
Use it when pricing page conversion is low, when visitors hesitate between plans, after packaging changes, before launches and when sales hears confusion about plans.
Don't use it to set prices or design packaging (the Product Marketing `pricing-packaging` skill) or for checkout steps after plan selection (`checkout-optimisation`).
## Inputs to ask for, in one message
1. Pricing page URL and current plans.
2. Conversion from pricing page to trial, sign-up or sales contact, by device and source.
3. Plan selection distribution and upgrade data.
4. Heatmaps, recordings or survey responses from the page.
5. Common pre-sale questions from sales and support.
6. Weekly traffic for test planning.
## Workflow
### Step 1. Measure
Pricing page conversion, plan clicks by plan, scroll depth, exits and where visitors go next (often FAQs, features or back to the homepage).
### Step 2. Research hesitation
Exit poll ("What, if anything, is stopping you from choosing a plan today?"), recordings, sales and support questions.
### Step 3. Audit plan clarity
Can a visitor match themselves to a plan in seconds? Are limits clear? Is the recommended plan right for the main segment?
### Step 4. Audit cost clarity
Currency, tax, billing period, usage examples and any add-ons visible before sign-up.
### Step 5. Audit objections
Are the top questions answered on the page?
### Step 6. Audit the enterprise path
Is it clear when to talk to sales and what happens next?
### Step 7. Check mobile
Plan cards stack sensibly; the comparison table is readable; the recommended plan stays visible.
### Step 8. Write hypotheses and test
Prioritise clarity changes; test plan presentation, recommendation and FAQs where traffic allows.
## Test ideas
| Problem | Hypothesis idea |
|---|---|
| Visitors unsure which plan fits | Add a team-size or use-case selector that recommends a plan |
| Annual option ignored | Show monthly equivalent and saving clearly; default to annual where appropriate and transparent |
| Usage pricing feels risky | Add a calculator and example bills; mention spending caps |
| Long comparison table overwhelms | Collapse into outcome groups below plan cards |
| Enterprise buyers bounce | Clear enterprise card listing security, support and procurement help |
| Many FAQ clicks | Move top answers into plan cards |
## Exit poll and research questions
| Placement | Question |
|---|---|
| Exit intent | What, if anything, is stopping you from choosing a plan today? |
| After plan click | What made you choose this plan? |
| Sales calls | Which plan questions do prospects ask most? |
| Support tickets | Which billing or limit questions come up after purchase? |
## Plan recommendation selector
Ask one or two questions (team size, main use case) and highlight the matching plan with a short reason: "For a team of 12 managing client projects, Team fits best because it includes guest access and time tracking." Keep all plans visible so visitors can still compare.
## FAQ topics that usually belong on the page
- Can I change plans later, and how is billing adjusted?
- What happens when I reach a limit?
- Is there a free trial, and do I need a card?
- How do cancellations and refunds work?
- Do prices include tax?
- What security and compliance standards do you meet?
- Do you offer discounts for annual billing, non-profits or education?
## Metrics to track
| Metric | Why |
|---|---|
| Pricing page to trial or sign-up rate | Main outcome |
| Plan click distribution | Whether the recommendation works |
| Annual versus monthly share | Billing presentation effect |
| Contact sales clicks | Enterprise path clarity |
| Refunds and downgrades in the first month | Whether visitors chose the right plan |
## Edge cases and judgement calls
| Situation | What to do |
|---|---|
| Prices not shown (contact sales) | Consider showing starting prices or ranges; test if possible |
| Many plans | Group into three main plans plus enterprise; move niche options to add-ons |
| Several currencies | Show local currency based on choice, with clear switching |
| Usage-based pricing | Calculator, examples and caps |
| Discounts and promotions | Show them clearly and truthfully; avoid fake urgency |
## Handoffs to related skills
- Prices and packaging decisions: the Product Marketing `pricing-packaging` skill
- Research: `conversion-research`
- Proof near plans: `social-proof-trust`
- Sign-up after plan choice: `signup-flow-optimisation`
- Checkout: `checkout-optimisation`
- Copy: `conversion-copywriting`
## Worked example
A project management SaaS pricing page showed four plans with abstract names and a 60-row feature table. Exit polls showed visitors unsure which plan fitted their team size and what counted as a user. The new page renamed plans by team type, added one-line descriptions, highlighted the Team plan, rewrote limits with examples ("Guests are free and unlimited"), added a team-size selector and moved the six most-asked FAQs next to the plans. Trial starts from the pricing page rose, and sales reported fewer pre-sale questions about plans.
## Output format
```
# Pricing page review: <page>, <date>
## Metrics (conversion, plan clicks, exits)
## Research findings (hesitations, questions)
## Plan clarity, cost clarity and objection audit
## Enterprise path and mobile notes
## Hypotheses and test plan
```
## Common mistakes
- Abstract plan names.
- Hidden limits and surprise costs.
- Feature tables instead of outcomes.
- No recommended plan.
- Fake discounts or urgency.
## Questions to ask before you change the page
- Which plan should most visitors choose, and why?
- What do visitors ask before buying?
- What will customers actually pay, including tax and usage?
## Self-check before you answer
- Can visitors match themselves to a plan quickly?
- Is the real cost clear before sign-up?
- Are top objections answered on the page?
- Are price decisions left to pricing strategy work?
## Further reading
- Baymard Institute research on pricing and plan selection: https://baymard.com/research
- Paddle pricing page resources: https://www.paddle.com/resources
---
Created by Afeez Adebayo, Marketing, SEO & Growth Expert
Website: https://afeezadebayo.com
LinkedIn: https://www.linkedin.com/in/afeez-adebayo/
X: https://x.com/za_icon
Source: https://afeezadebayo.com/skills-md/marketing/conversion-rate-optimization/pricing-page-optimisation/
Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). You may copy, share and adapt this skill, including for commercial use, as long as you credit Afeez Adebayo and link to the source URL above. Keep this notice in any copy or adapted version.
Workflow
Step 1. Measure
Pricing page conversion, plan clicks by plan, scroll depth, exits and where visitors go next (often FAQs, features or back to the homepage).
Step 2. Research hesitation
Exit poll ("What, if anything, is stopping you from choosing a plan today?"), recordings, sales and support questions.
Step 3. Audit plan clarity
Can a visitor match themselves to a plan in seconds? Are limits clear? Is the recommended plan right for the main segment?
Step 4. Audit cost clarity
Currency, tax, billing period, usage examples and any add-ons visible before sign-up.
Step 5. Audit objections
Are the top questions answered on the page?
Step 6. Audit the enterprise path
Is it clear when to talk to sales and what happens next?
Step 7. Check mobile
Plan cards stack sensibly; the comparison table is readable; the recommended plan stays visible.
Step 8. Write hypotheses and test
Prioritise clarity changes; test plan presentation, recommendation and FAQs where traffic allows.
Test ideas
| Problem | Hypothesis idea |
|---|---|
| Visitors unsure which plan fits | Add a team-size or use-case selector that recommends a plan |
| Annual option ignored | Show monthly equivalent and saving clearly; default to annual where appropriate and transparent |
| Usage pricing feels risky | Add a calculator and example bills; mention spending caps |
| Long comparison table overwhelms | Collapse into outcome groups below plan cards |
| Enterprise buyers bounce | Clear enterprise card listing security, support and procurement help |
| Many FAQ clicks | Move top answers into plan cards |
Exit poll and research questions
| Placement | Question |
|---|---|
| Exit intent | What, if anything, is stopping you from choosing a plan today? |
| After plan click | What made you choose this plan? |
| Sales calls | Which plan questions do prospects ask most? |
| Support tickets | Which billing or limit questions come up after purchase? |
Plan recommendation selector
Ask one or two questions (team size, main use case) and highlight the matching plan with a short reason: "For a team of 12 managing client projects, Team fits best because it includes guest access and time tracking." Keep all plans visible so visitors can still compare.
FAQ topics that usually belong on the page
- Can I change plans later, and how is billing adjusted?
- What happens when I reach a limit?
- Is there a free trial, and do I need a card?
- How do cancellations and refunds work?
- Do prices include tax?
- What security and compliance standards do you meet?
- Do you offer discounts for annual billing, non-profits or education?
Metrics to track
| Metric | Why |
|---|---|
| Pricing page to trial or sign-up rate | Main outcome |
| Plan click distribution | Whether the recommendation works |
| Annual versus monthly share | Billing presentation effect |
| Contact sales clicks | Enterprise path clarity |
| Refunds and downgrades in the first month | Whether visitors chose the right plan |
Edge cases and judgement calls
| Situation | What to do |
|---|---|
| Prices not shown (contact sales) | Consider showing starting prices or ranges; test if possible |
| Many plans | Group into three main plans plus enterprise; move niche options to add-ons |
| Several currencies | Show local currency based on choice, with clear switching |
| Usage-based pricing | Calculator, examples and caps |
| Discounts and promotions | Show them clearly and truthfully; avoid fake urgency |
Handoffs to related skills
- Prices and packaging decisions: the Product Marketing
pricing-packagingskill - Research:
conversion-research - Proof near plans:
social-proof-trust - Sign-up after plan choice:
signup-flow-optimisation - Checkout:
checkout-optimisation - Copy:
conversion-copywriting
Worked example
A project management SaaS pricing page showed four plans with abstract names and a 60-row feature table. Exit polls showed visitors unsure which plan fitted their team size and what counted as a user. The new page renamed plans by team type, added one-line descriptions, highlighted the Team plan, rewrote limits with examples ("Guests are free and unlimited"), added a team-size selector and moved the six most-asked FAQs next to the plans. Trial starts from the pricing page rose, and sales reported fewer pre-sale questions about plans.
Output format
# Pricing page review: <page>, <date>
## Metrics (conversion, plan clicks, exits)
## Research findings (hesitations, questions)
## Plan clarity, cost clarity and objection audit
## Enterprise path and mobile notes
## Hypotheses and test planCommon mistakes
- Abstract plan names.
- Hidden limits and surprise costs.
- Feature tables instead of outcomes.
- No recommended plan.
- Fake discounts or urgency.
Questions to ask before you change the page
- Which plan should most visitors choose, and why?
- What do visitors ask before buying?
- What will customers actually pay, including tax and usage?
Self-check before you answer
- Can visitors match themselves to a plan quickly?
- Is the real cost clear before sign-up?
- Are top objections answered on the page?
- Are price decisions left to pricing strategy work?
Further reading
- Baymard Institute research on pricing and plan selection: https://baymard.com/research
- Paddle pricing page resources: https://www.paddle.com/resources
On this page
- When to use this skill, and when not to
- Example prompts
- Example output
- What the agent needs from you
- How this skill hands off to related skills
- How to run Pricing Page Optimisation step by step
- Situations this skill handles
- What makes this skill different
- Practical tips from real projects
- Frequently asked questions
- Changelog
When to use this skill, and when not to
Use it when pricing page conversion is low, when visitors hesitate between plans, after packaging changes, before launches and when sales hears confusion about plans.
Visitors arrive with a budget and a question: which plan fits me, what will I pay and is it worth it? Pages that make them work it out lose buyers who were ready to start. The skill improves understanding and choice without changing the prices themselves.
Don’t use it to set prices or packaging (use the Product Marketing Pricing and Packaging skill) or for checkout after plan choice (use Checkout).
Example prompts
- “Visitors leave our pricing page. Why?”
- “Which plan should we highlight as recommended?”
- “Rewrite our plan limits so people understand them.”
- “Add a plan recommendation selector.”
- “Write the FAQs for our pricing page.”
Example output
The skill returns a fixed structure. A shortened example for an imaginary site:
# Pricing page review: example PM SaaS, 11 October 2026 Exit poll: unsure which plan fits team size Changes: plans renamed by team type; one-line descriptions; Team plan highlighted; limits rewritten with examples; team-size selector; top 6 FAQs beside plans Metric: pricing page to trial rate; guardrail: first-month downgrades
Price decisions are left to pricing strategy; this skill makes the existing prices easy to understand and choose between.
What the agent needs from you
The skill asks for the pricing page and plans, conversion to trial, sign-up or sales contact, plan selection data, heatmaps, recordings or surveys, common pre-sale questions and weekly traffic.
How this skill hands off to related skills
Pricing page work connects to the set: price decisions in the Product Marketing Pricing and Packaging skill, evidence from Research, proof from Social Proof, next steps in Sign-Up Flow and Checkout, and words from Copy.
How to run Pricing Page Optimisation step by step
- Install the skill as
pricing-page-optimisation/SKILL.md. - Measure conversion, plan clicks and exits.
- Research hesitation with an exit poll.
- Audit plan and cost clarity.
- Answer objections and clarify the enterprise path.
- Test presentation changes.
Situations this skill handles
Pricing pages vary. The skill handles these situations:
| Situation | What the skill does |
|---|---|
| Prices hidden behind contact sales | Starting prices or ranges |
| Many plans | Three plans plus enterprise |
| Several currencies | Local currency with switching |
| Usage pricing | Calculator and caps |
| Promotions | Clear, truthful discounts |
| Enterprise buyers bounce | Enterprise card with security and support |
What makes this skill different
Most pricing page advice copies competitor layouts. This skill starts from what visitors ask before buying, helps them match themselves to a plan in seconds and makes the real cost clear before sign-up.
It tracks first-month downgrades and refunds as a guardrail, so a page that pushes people into the wrong plan does not count as a win.
Practical tips from real projects
- Help visitors self-select.
- Make the cost predictable.
- Highlight one plan.
- Answer objections on the page.
A worked example: a project management SaaS pricing page showed four plans with abstract names and a 60-row feature table. Exit polls showed visitors unsure which plan fitted their team size and what counted as a user. The new page renamed plans by team type, added one-line descriptions, highlighted the Team plan, rewrote limits with examples such as guests being free and unlimited, added a team-size selector and moved the six most-asked FAQs next to the plans. Trial starts from the pricing page rose, and sales reported fewer pre-sale questions about plans.
Each element has a job. Plan names describe who the plan is for. One-line descriptions confirm the fit. Prices show currency, period and whether tax is included. A billing toggle shows the annual saving plainly. A highlighted plan matches the main segment. Limits use plain language with examples. Five to eight outcomes per plan replace a full feature dump. A collapsible comparison table sits below the cards, grouped by outcome. Trial or free plan terms say whether a card is needed. An enterprise card lists what is included and how to talk to sales. FAQs cover billing, cancellation, upgrades, discounts and security. A short proof element sits near the plans.
Research starts with an exit poll asking what, if anything, is stopping the visitor from choosing a plan today, plus a question after plan clicks about why they chose it, sales call notes and support tickets about billing and limits after purchase.
A plan recommendation selector asks one or two questions, such as team size and main use case, then highlights the matching plan with a short reason while keeping all plans visible for comparison.
Test ideas follow the problem: a selector when visitors are unsure which plan fits, clearer annual savings when the annual option is ignored, a calculator and example bills when usage pricing feels risky, outcome groups when the comparison table overwhelms, a clear enterprise card when larger buyers bounce and FAQ answers moved into plan cards when FAQ clicks are high.
Metrics include pricing page to trial or sign-up rate, plan click distribution, annual versus monthly share, contact sales clicks and refunds or downgrades in the first month, which show whether visitors chose the right plan.
Mobile checks confirm that plan cards stack sensibly, the comparison table stays readable and the recommended plan remains visible.
Cost clarity matters as much as plan clarity. Visitors should see the currency, the billing period, whether tax is included, any add-ons and, for usage pricing, an example bill before they sign up. Surprise costs at checkout or on the first invoice undo the trust a clear pricing page builds. Discounts and promotions are shown clearly and truthfully, without countdown timers that reset or invented scarcity, because buyers notice and regulators increasingly act on misleading pricing practices.
The page is reviewed again after any packaging or price change.
Frequently asked questions
What makes a good pricing page?
Plans named for who they suit, a recommended plan, clear total costs, plain limits with examples, outcome-grouped comparisons, FAQs and a clear enterprise path.
Should I highlight a recommended plan?
Yes, matched to the main segment, while keeping every plan visible.
How do I present usage-based pricing?
With a calculator, example bills and mention of spending caps or alerts.
Should prices include tax?
Make it clear whether they do, especially for international buyers.
What FAQs belong on the page?
Plan changes, limits, trials and cards, cancellations and refunds, tax, security and discounts.
Should I show prices or say contact sales?
Showing starting prices or ranges often helps; test where possible.
Changelog
- 1.0.0, 10 October 2026: first release.
Use, adapt and share this skill under CC BY 4.0: credit Afeez Adebayo and link to this page.
All Conversion Rate Optimization skills
- CRO Audit
- Conversion Research Methods
- Landing Page and Homepage Optimisation
- Form Optimisation
- Checkout and Cart Optimisation
- Sign-Up Flow and Onboarding Conversion
- Popups and On-Site Messaging
- Social Proof and Trust Signals
- Conversion Copywriting and Value Proposition Tests
- Mobile Conversion Optimisation
- CRO Test Planning and Prioritisation
- CRO Programme Reporting
