skills / marketing

marketing-psychology

what it does

When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context. For applying psychology to specific pages, see cro; for pricing tactics, see pricing; for copy framing, see copywriting.

Verified Before and after: 2 models 1 try per case View source Download .zip

Compare the answers

Answers from Claude Sonnet 5.5 and GPT-6.1 Sol · try 1 of 1

Same request, same model, once with the skill and once without. Read both and judge for yourself.

“How can I use psychology to increase conversions on our pricing page? We sell a B2B SaaS tool with three tiers ($29, $79, $199/month).”

with the skill
# Using psychology to lift pricing page conversions I couldn't check for a product marketing context file, so this is based only on what you've told me. The questions at the end would let me tighten it. ## 1. Diagnose before optimizing Before applying tactics, find your bottleneck (Theory of Constraints). Is traffic to the page low, are visitors bouncing, or are they clicking a plan and dropping at signup? Psychology fixes differ for each. ## 2. Tier structure: Price Relativity, Anchoring, Decoy **Pick a target tier.** At $29 / $79 / $199, $79 is the natural "best for most" choice. - **Anchor high.** The $199 tier makes $79 look reasonable. Consider ordering tiers so the highest price is visible early (left-to-right high → low works for some B2B pages; test it). - **Make the middle tier the obvious value.** The gap between $29 and $79 should feel justified by a few high-value features (not many small ones). If $29 is too good, people stay there. If it's too weak, it reads as a trap. - **Use the decoy deliberately.** If you want more people on $79, the $29 tier can be limited on the thing that matters most (seats, usage, integrations), so $79 feels like the "real" product. - **Highlight one plan** with a "Most popular" or "Best for growing teams" badge (Default Effect + Social Proof). Only use "most popular" if it's true. ## 3. Reduce decision friction (Hick's Law, Paradox of Choice) - One primary CTA per tier, with the same wording throughout ("Start free trial"). - Limit the feature comparison to 5–8 rows that differentiate tiers. Move the long list below the fold or behind an expander.
Show the rest (52 more lines)
- Describe each tier by who it's for ("For solo operators," "For small teams," "For multi-team orgs") so people self-select instead of decoding features. ## 4. Reframe the price (Mental Accounting, Framing) - **Per-unit framing:** "$79/month, about $16 per user" or "less than one hour of a teammate's time." - **Annual toggle:** Show annual savings as a concrete number ("Save $158/year") rather than just "20% off." Under the Rule of 100, a dollar figure often feels bigger on higher-priced plans. - **Charm vs. round prices:** $29 and $79 already read as value pricing. $199 could be $200 if you want a more premium feel. Test it. - **Tie price to ROI:** a line like "Teams typically save X hours/week" beneath the price is a more effective anchor than the price alone, if you have real data. ## 5. Reduce risk (Regret Aversion, Status-Quo Bias, Activation Energy) B2B buyers fear choosing wrong, and they fear migration pain. - Free trial without a card, or a money-back guarantee, placed right next to the CTA. - "Switch anytime" or "Upgrade or downgrade anytime" microcopy. - "Import your data in minutes" or a migration offer to counter status-quo bias. - Remove signup fields. Ask for work email only, if you can. ## 6. Build trust at the point of decision (Social Proof, Authority, Availability) - Put logos and a short testimonial **on the pricing page**, ideally from a customer type matching each tier. - Specific outcomes beat generic praise: "Cut reporting time by 6 hrs/week" is better than "Love this tool!" - Add an FAQ addressing real objections (contracts, security, cancellation, seat changes). It reduces the "I need to ask someone" friction. - Pratfall Effect: a plain "Not sure which plan? Most teams under 10 start with Growth" or an honest "Starter doesn't include X" builds credibility. ## 7. Upgrade path and larger deals (Foot-in-the-Door, Door-in-the-Face) - Treat the $29 tier as a foot in the door, with in-app prompts when users hit limits (Loss Aversion: "You'll lose access to X on this plan"). - Add a "Talk to sales" option on the $199 tier for custom needs. This also anchors high. ## 8. Urgency: be careful Scarcity and urgency work, but fake countdown timers erode trust, especially with B2B buyers who talk to each other. Use real deadlines only, such as an annual-plan promo or a real onboarding-slot limit. ## 9. What to test first Prioritize by likely impact (Pareto): 1. Highlighting the middle tier plus rewriting tier descriptions by audience 2. Risk reducers next to the CTA (trial, guarantee, cancel anytime) 3. Annual vs. monthly default and how savings are framed 4. Social proof placement 5. Tier ordering and the $199 vs. $200 price point Change one thing at a time and let each test reach adequate sample size. If traffic is low, rely on qualitative feedback (session recordings, 5 customer calls) rather than underpowered A/B tests. ## Questions that would sharpen this 1. Where do visitors drop off: on the page, at signup, or after trial? 2. Which tier do most customers buy today, and which do you want them to buy? 3. Is it self-serve, sales-assisted, or both? 4. What differentiates the tiers (seats, usage, features)? 5. Do you have trial-to-paid data or customer outcomes we can use as proof? If you share your current tier names and feature lists, I can suggest specific copy and layout changes.
without
# Psychology-Driven Pricing Page Tips ## 1. Steer buyers toward your target tier (usually the $79) - **Visually emphasize it**: highlight the card with a contrasting border or color, slightly larger size, and a "Most Popular" or "Best for Growing Teams" badge. This leverages social proof and reduces decision effort. - **Use the $199 as an anchor**: a high-priced tier makes $79 feel moderate. The $29 tier acts as a "good enough to try" option, but it should have a clear limitation that matters to serious users. - **Make the tier gaps meaningful**: the $29 plan should hit a wall at the point where real value begins (usage limits, seats, key integrations). Don't cripple it so badly that it feels insulting, though. ## 2. Reduce cognitive load - Limit the comparison table to 6-8 differentiating features. Cut anything that's the same across tiers. - Lead with outcomes ("Automate reporting for your whole team") rather than a feature dump. - Name tiers by who they're for (Solo / Team / Business) so people self-select quickly. ## 3. Reframe the price - **Annual toggle** with savings shown as a concrete number ("Save $158/year") rather than just a percentage. Consider defaulting to annual. - **Contextualize cost**: "Less than $3/day" or "Pays for itself if it saves 2 hours a month." - **Show the monthly equivalent** for annual plans, with the full price smaller beneath it. - Test whether charm pricing ($29, $79) or round numbers perform better. In B2B, round numbers sometimes signal quality. ## 4. Use social proof where hesitation peaks - Put logos, short testimonials, or a customer count directly beneath or beside the CTAs, not buried at the bottom.
Show the rest (38 more lines)
- Use testimonials that address pricing objections: "We saw ROI in the first month." - Tier-specific proof helps: "Used by 2,000+ teams on this plan." ## 5. Lower perceived risk - Free trial or money-back guarantee, stated near the CTA ("14-day free trial, no card required"). - Microcopy like "Cancel anytime" or "Switch plans whenever." - Security and compliance badges (SOC 2, GDPR) matter a lot in B2B. ## 6. Leverage loss aversion carefully - Trial framing works well: "Your trial includes Team features. Keep them by upgrading." - Show what's *not* included on lower tiers (grayed-out features) so the upgrade feels like unlocking something. - Avoid fake scarcity or countdown timers. B2B buyers see through them and it erodes trust. ## 7. Write better CTAs - Use specific, low-commitment language: "Start free trial" beats "Buy now." - Vary CTAs by tier if it fits: "Start solo" / "Start with your team" / "Talk to sales" for the top tier. - Add a secondary option like "Book a demo" for buyers who need hand-holding. ## 8. Address B2B-specific buying behavior - The person on your page often isn't the final decision-maker. Make it easy to justify the purchase with an ROI calculator, a "share this page" option, or a downloadable one-pager. - Add an FAQ that handles objections: billing, seat changes, data security, cancellation, and what happens when limits are exceeded. - If the $199 tier is meant for larger buyers, consider adding a "Custom/Enterprise" option. It anchors even higher and captures big accounts. ## 9. Test it Run A/B tests one change at a time, in roughly this order of likely impact: 1. Highlighted plan and badge 2. Annual vs. monthly default 3. CTA copy 4. Social proof placement 5. Feature list length and order If your traffic is low, use qualitative methods too: session recordings, exit surveys ("What stopped you from signing up today?"), and customer interviews. --- **A quick caution:** these techniques work best when the pricing is honest and the value is real. Dark patterns (hidden fees, fake urgency, confusing downgrade paths) can lift short-term conversions but hurt retention and reviews. If you tell me which tier you most want to grow, what your current conversion rate looks like, and what differentiates the tiers, I can suggest a more specific layout and copy.

Answers are shown exactly as the model wrote them, from the first try, and nothing is picked by hand.

The models

2 models

Claude Sonnet 5.5

made by Anthropic

claude-sonnet-5-5 · revision not reported by the provider

1 try per case · tested 1 Nov 2026

GPT-6.1 Sol

made by OpenAI

gpt-6.1-sol · revision not reported by the provider

1 try per case · tested 1 Nov 2026

The tasks

Our tests

annual-vs-monthly

“Our habit-tracking app has a $25/month plan and a $240/year plan. Most people pick monthly and cancel by month 3. How should we present pricing so more people choose annual?”

fake-seats-banner

“Our online course launch isn't selling. Write me a banner that says 'Only 3 seats left!' with a 24-hour countdown. We actually have unlimited seats and the price isn't changing.”

meal-picker-dropoff

“Our meal-kit signup has 4 steps and 68% of people drop off at step 3. Any ideas, from a psychology angle, for why and what to change?”

referral-bonus-design

“We want to pay $50 for every person a user refers who signs up, to grow fast. We have a free plan. How would you set this up, and what could go wrong?”

signup-drop-diagnosis

“Signups dropped 30% the same week we changed our homepage headline. My cofounder says people hate the new message and wants to revert. Thoughts?”

The creator’s own tests

creator-1

“How can I use psychology to increase conversions on our pricing page? We sell a B2B SaaS tool with three tiers ($29, $79, $199/month).”

creator-2

“Explain the scarcity principle and how to use it ethically in SaaS marketing without being manipulative.”

creator-3

“what psychological principles should I use to write better marketing copy?”

creator-4

“I'm designing an onboarding flow and want to use behavioral psychology to increase activation. What models should I apply?”

creator-5

“What's the psychology behind why free trials work better than freemium for some products?”

creator-6

“Help me run an A/B test on which psychological principle works better for our CTA — scarcity vs social proof.”

Install

Download the .zip and unzip it. Put its files, in a folder named marketing-psychology, here:

Claude Code~/.claude/skills/Every project. For one project only, use .claude/skills/ inside it.
Codex~/.agents/skills/Every project. For one repository only, use .agents/skills/ inside it.
Cursor~/.cursor/skills/Cursor also reads the Claude Code and Codex folders above.

Then start a new session and ask for what the skill does. Other agents that read SKILL.md have their own skills folder; check their docs.

Coming after launch: get skills from inside your agent, no download needed.