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.

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

Source material given with the request

Changes that week (Oct 12-18): - Mon: new homepage headline went live - Tue: paid search budget paused while finance reviewed spend - Wed: signup form got a new required field, phone number Traffic: 22% fewer homepage visits than the week before.
with the skill
**The headline might be responsible, but this evidence doesn’t isolate it.** You changed messaging, acquisition, and signup friction in the same week. ### Separate traffic loss from conversion loss Assuming these signups came from the homepage visits you’re measuring: - Visits fell to **78%** of the prior week. - Signups fell to **70%**. - Signup conversion rate therefore changed by `0.70 ÷ 0.78 ≈ 0.897`—a **10.3% relative decline**, not 30%. So a substantial portion of the signup drop reflects fewer visitors. The remaining conversion decline could come from the headline, the phone field, a change in traffic mix, or some combination. ### Three hypotheses to investigate | Change | Plausible effect | What to check | |---|---|---| | Paid search paused | Fewer visits; different visitor intent | Visits, signups, and conversion by source | | Required phone number added | More effort and privacy concerns | Form starts → completions; abandonment at the phone field | | Headline changed | Better or worse clarity and relevance | Homepage → signup-start rate, ideally in a randomized test |
Show the rest (12 more lines)
The phone field is a strong friction hypothesis: it raises both effort and the perceived cost of sharing information. But that’s a hypothesis—not proof that it caused the decline. ### What I’d do next 1. **Verify the measurement.** Check tracking, form errors, absolute counts, and whether the drop exceeds normal weekly variation. 2. **Segment the funnel by day and source.** Monday, Tuesday, and Wednesday give useful clues, though weekday effects and small samples prevent clean causal conclusions. 3. **Make phone optional unless it’s essential.** That’s a reasonable low-risk response to added friction. If phone collection supports sales qualification, also measure qualified leads—not just signup volume. 4. **Test old versus new headlines concurrently**, keeping the form and acquisition setup consistent. A simple before/after revert would still be confounded. Your cofounder is making an understandable **single-cause attribution**: the visible messaging change gets blamed for the whole result. Avoid the opposite mistake of declaring the headline innocent. I’d frame the discussion as: **“We have a traffic decline and a conversion decline. Let’s address each, rather than assume one headline caused both.”**
without
I wouldn’t conclude that people hate the headline. **You changed three things, and traffic itself fell 22%—so the 30% signup drop doesn’t isolate the headline’s effect.** Assuming those signups came from the measured homepage traffic: - **Visits:** down 22%. - **Signups:** down 30%. - **Visit-to-signup conversion:** down about **10% relative**, since \(0.70 / 0.78 \approx 0.897\). That suggests both lower traffic and lower conversion—not a 30% collapse in the headline’s effectiveness. There are several plausible explanations: - **Paused paid search:** likely contributed to fewer visits and may have changed the mix of visitors. If paid-search visitors converted especially well, pausing it could lower overall conversion even if the page performed identically. - **Required phone number:** adds friction and is a strong suspect for lower form completion. - **New headline:** could help or hurt, but the weekly totals can’t tell you which. **What I’d do next:** 1. Compare daily funnel performance before and after each change: homepage visits → signup starts → completed signups. 2. Break it out by traffic source, especially paid search versus other channels. 3. Check whether form completion fell after Wednesday. If phone numbers aren’t essential, making that field optional is a reasonable low-risk move. 4. Test the old versus new headline while keeping the form and acquisition setup consistent.
Show the rest (3 more lines)
Daily patterns can provide clues, but weekday effects and small samples can mislead. A controlled headline test is stronger evidence. My response to your cofounder would be: **“The drop is real, but the headline diagnosis isn’t established. Let’s separate traffic loss from funnel friction before deciding what to revert.”**

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.