test-conversion

name	test-conversion
description	Analyze conversion optimization, cognitive load, and trust signals. Use when user wants to audit conversion funnels, reduce friction, analyze cognitive load, check trust signals, or optimize CTAs.
allowed-tools	Bash(playwright-cli:*) Bash(npx:*) Bash(mkdir:*)

Conversion & Cognitive Load Analysis

Run 30 conversion optimization test cases across 3 parallel agents covering friction analysis, cognitive load, and trust signals.

Setup

URL="${ARGUMENTS:-http://localhost:3000}"
TIMESTAMP=$(date +%Y%m%d-%H%M%S)
OUTDIR="test-results/test-conversion/$TIMESTAMP"
mkdir -p "$OUTDIR/screenshots" "$OUTDIR/snapshots" "$OUTDIR/traces"

Parallel Execution — 3 Subagents

Agent 1: Friction (-s=conv-friction)

Analyzes friction in conversion flows and step counting.

playwright-cli -s=conv-friction open "$URL"
playwright-cli -s=conv-friction tracing-start
playwright-cli -s=conv-friction snapshot --filename="$OUTDIR/snapshots/friction-initial.yaml"

Test Cases:

TC	Test	How to Check
TC-CV1	Steps to primary conversion	Navigate the primary conversion path (sign up, purchase, contact), count clicks/pages from landing to completion
TC-CV2	Form field count — flag >7 fields	run-code to count form fields (input, select, textarea). Each field = friction. Flag forms with >7
TC-CV3	Mandatory vs optional fields ratio	run-code to count required vs optional fields. High required:total ratio = more friction
TC-CV4	Auto-fill support on address/payment	run-code to check autocomplete attributes on address/payment fields for proper values (street-address, cc-number, etc.)
TC-CV5	Progress indicator in multi-step flows	If multi-step form: verify progress bar/step indicator shows current position
TC-CV6	Save & continue later option	If long form: check for save/continue later functionality
TC-CV7	Guest checkout available	If e-commerce: verify guest checkout option exists (no forced registration)
TC-CV8	One-click actions where possible	Check for streamlined actions (one-click purchase, one-tap copy, quick add-to-cart)
TC-CV9	Error recovery — clicks to recover	Trigger a form error, count clicks needed to fix and resubmit
TC-CV10	Exit intent — recovery mechanisms	Check for exit-intent patterns (leave-page popups, cart abandonment emails, "are you sure?" prompts)

playwright-cli -s=conv-friction tracing-stop
playwright-cli -s=conv-friction close

Agent 2: Cognitive (-s=conv-cognitive)

Analyzes cognitive load and choice architecture.

playwright-cli -s=conv-cognitive open "$URL"
playwright-cli -s=conv-cognitive tracing-start

Test Cases:

TC	Test	How to Check
TC-CV11	Choice overload — >7 options without categorization	run-code to find menus/select dropdowns/lists with >7 items, check if they have categories/groups (Miller's Law)
TC-CV12	Information density — text blocks ≤5 lines	run-code to find text blocks (paragraphs), flag those >5 lines without visual break (heading, bullet, image)
TC-CV13	Visual clutter score — elements per viewport	run-code to count distinct visible elements per viewport section. Flag >50 elements in viewport
TC-CV14	Competing CTAs — max 1 primary per section	run-code to find primary-styled buttons per viewport section. Flag if >1 primary CTA competes
TC-CV15	Information hierarchy — important info prominent	run-code to rank content by computed emphasis (size × weight × contrast). Verify most important content ranks highest
TC-CV16	Scannability — headings, bullets, short paragraphs	run-code to check content structure: headings every ~300px of content, bullet lists used, paragraphs <150 words
TC-CV17	Cognitive tunneling — single clear path	Check if each page section has one clear next action (not multiple competing paths)
TC-CV18	Progressive disclosure	Check if complex information is hidden behind "Learn more", accordions, or tabs (not dumped all at once)
TC-CV19	Hick's Law — categorization helps	For large option sets: verify categories/filters reduce decision complexity
TC-CV20	Recognition over recall — familiar patterns	run-code to check for standard UI patterns: magnifying glass for search, hamburger for menu, X for close, shopping cart icon

playwright-cli -s=conv-cognitive tracing-stop
playwright-cli -s=conv-cognitive close

Agent 3: Trust (-s=conv-trust)

Analyzes trust signals and social proof.

playwright-cli -s=conv-trust open "$URL"
playwright-cli -s=conv-trust tracing-start
playwright-cli -s=conv-trust snapshot --filename="$OUTDIR/snapshots/trust-initial.yaml"

Test Cases:

TC	Test	How to Check
TC-CV21	Trust badges near conversion points	run-code to find trust badges/seals (SSL, security, payment icons) near forms and CTAs
TC-CV22	Security indicators on sensitive forms	Find payment/login forms, check for lock icon, HTTPS indicator, security messaging nearby
TC-CV23	Social proof visible	run-code to find testimonials, reviews, star ratings, user counts ("10,000+ users"), case studies
TC-CV24	Contact information accessible	Check for phone number, email, physical address in footer or contact page. Verify reachable in ≤2 clicks
TC-CV25	Privacy policy linked near data collection	Find forms that collect data, check for nearby privacy policy link
TC-CV26	Money-back guarantee / free trial messaging	Find pricing/purchase areas, check for guarantee/trial messaging
TC-CV27	Brand/partner logos visible	run-code to find logo grids, "trusted by", "as seen in" sections
TC-CV28	Professional design quality	Check for: no broken images (run-code to find images with naturalWidth=0), consistent styling (reuse consistency results), no placeholder/lorem ipsum text
TC-CV29	Clear pricing — no hidden fees	If pricing exists: verify prices are visible, total is clear, no "*" without explanation
TC-CV30	Urgency/scarcity used ethically	Check for countdown timers, "only X left", "limited time". Flag if these appear manipulative (fake urgency, always-present countdown)

playwright-cli -s=conv-trust tracing-stop
playwright-cli -s=conv-trust close

Report Generation

After all 3 agents complete, merge results into $OUTDIR/report.md.

Include a conversion scorecard:

Category	Score	Key Issues
Friction	X/10	12 form fields, 5 steps to purchase
Cognitive Load	X/10	Menu has 15 uncategorized items
Trust Signals	X/10	No testimonials, missing security badges
Overall	X/30	...

Include a conversion funnel analysis:

• Landing page → Sign up: X clicks, Y friction points
• Estimated drop-off points based on friction/cognitive load

Group results:

1. Friction Analysis (TC-CV1 through TC-CV10)
2. Cognitive Load (TC-CV11 through TC-CV20)
3. Trust Signals (TC-CV21 through TC-CV30)

Cleanup

playwright-cli -s=conv-friction close 2>/dev/null
playwright-cli -s=conv-cognitive close 2>/dev/null
playwright-cli -s=conv-trust close 2>/dev/null