Recover demand from delivery uncertainty
$18.4k/mo
Move delivery expectations closer to the buying decision.
$18.4k/mo
Find what’s quietly killing your revenue
UserApproved connects your commerce data, customer signals, and store context so your team can grow with confidence. Simulated shoppers modeled on your business context uncover and validate revenue friction, while agents proactively monitor your business.
Free baseline audit · No credit card · Optional free-trial follow-up
Ideas ranked by revenue impact
Make mobile product discovery easier
$11.2k/mo
Help high-intent shoppers narrow a large catalog without losing context.
$11.2k/mo
Clarify the free-shipping threshold earlier
$7.6k/mo
Give shoppers a clearer reason to build their basket before cart.
$7.6k/mo
Our team brings engineering and growth expertise from
From scattered data to an intelligent, evolving action plan
UserApproved connects the systems around your store, investigates what changed, validates it through real shopping journeys, and keeps the highest-impact work moving.
01
Connect your commerce context
Bring Shopify, GA4, behavior, customer feedback, competitors, and store context into one shared system.
02
Keep specialist agents watching
Agents monitor revenue, funnels, shopping journeys, customer voice, and competitor changes around the clock.
03
AI shopper simulations reproduce and validate friction
Run key journeys across personas and devices, then capture screenshot and replay evidence of what shoppers experience.
04
Turn evidence into revenue work
Revenue-rank the clearest fixes, validate them with experts, and move the best work into your team’s pipeline.
Know why an idea deserves attention
Each recommendation keeps the supporting signals close, so revenue impact is a reasoned estimate, not a mystery score.
Connected intelligence
Commerce & analytics
Shopify and GA4 show what changed and where revenue is moving
Session replay
Clarity and replay evidence show where shoppers hesitate or leave
Customer voice
Support and social signals preserve objections in customer language
Market context
Competitor moves and category shifts
Recover demand from delivery uncertainty
Evidence summary · Updated today
$18.4k/mo
estimated impact
Commerce & analytics
ConnectedShopifyGA4
Clarity
ClaritySession replay
2:14Hesitation before checkout
Customer voice
“I can’t tell when this will arrive.”
What the evidence suggests
High-intent shoppers hesitate when delivery timing is unclear. Showing expectations closer to the decision may reduce uncertainty.
Signal strengthHigh
Ready for expert review
Ask AI, your evolving CRO expert
Ask AI questions across your connected data, findings, competitors, experiments, and customer personas. It becomes more useful as your business context and evidence grow.
“Why did mobile conversion drop this week?”
“Which issues have the largest revenue impact?”
“What should we prioritize for this audience?”
CRO Expert
AIConnected to your project context
Why did mobile conversion drop this week?
Mobile shoppers are hesitating around delivery timing. Revenue data, replay evidence, and customer questions all point to the same friction.
Show the evidenceCompare audiencesWhat should we test?
Ask anything about your business…
Connected intelligence Shopify GA4 Clarity Personas Competitor intel Agent findings
Clarity Personas Competitor intel Agent findingsYour AI shoppers
Modeled from your site context and evidence
JordanResearch-Driven Shopper
MayaMobile Shopper
PriyaBrand Loyalist
Desktop · Collection → Product page → Reviews
Jordan validates decisions with product details, reviews, and recommendations. Replay evidence shows repeated movement between the collection, product page, and reviews when proof is fragmented.
Best response: Bring supporting proof onto the product page before the buying decision.
Persona replay
Simulate real buying journeys with AI shoppers
Modeled from your customers, store context, and evidence, AI shoppers run key journeys across devices, expose where each segment hesitates, and help validate an idea before your team commits.
Wake up to what matters next
While your team sleeps, your agents monitor revenue and funnels, test shopping journeys, track customer voice, and watch competitor offers, then surface the changes that deserve your attention.
Daily Scan
Your agents proactively monitor your business
Revenue & Funnel MonitorConversion, checkout, and revenue shifts
Shopping Journey QAProduct, cart, and checkout paths
Voice of Customer MonitorReviews, social, and recurring objections
Competitor Offer MonitorPricing, promotions, and shipping offers
Changes worth your attention
Revenue signal
Conversion rate dropped 12%
Checkout compared with the 7-day average
Customer voice
Social sentiment shifted
Delivery concerns rose in recent comments
Storefront change
Shopify theme updated
Cart drawer files changed
Turn insight into action with real experts
Our lead consultants personally review AI recommendations and meet with you to help turn insights into revenue.
Chris Seahorn
Founder, Boundless Digital · Fractional CMO
eBagsNakedWinesSamsoniteGardyn
Senior marketing roles at eBags, NakedWines, Samsonite, and Gardyn. Now runs Boundless Digital, a fractional CMO agency serving 10+ ecommerce brands, using UserApproved as the intelligence layer behind every client engagement.
“I've been doing CRO for 25 years. The brands that win aren't the ones running the most tests. They're the ones who know which changes actually matter.”
25+ years in DTC ecommerce
Sarah Melton
Lead Ecommerce Growth Strategist
MarsSuppliesOutlet.comBaby & Company
From VP of Ecommerce at SuppliesOutlet.com to leading omnichannel digital strategy at Mars, a $40B global brand. Sarah has driven revenue across every stage of ecommerce growth, from scrappy DTC to enterprise scale.
“Most brands are drowning in data and starving for direction. My job is to turn AI findings into a clear plan your team can actually execute.”
15+ years in ecommerce leadership
Expert access and meeting cadence vary by plan.
Keep the work moving after the insight
Commit the strongest ideas, assign ownership, and move work across a shared pipeline without losing the evidence or revenue context.
6 active ideas
$64.3k/mo estimated opportunity
Ready to review (2)
Improve payment-error guidance
Fix$9.1k/mo
WesleyMake mobile discovery easier
Experiment$11.2k/mo
ChrisCommitted (2)
Recover demand from delivery uncertainty
Experiment$18.4k/mo
AdrielExplain the shipping threshold
Fix$7.6k/mo
WesleyIn progress (1)
Reduce address-entry friction
Fix$6.8k/mo
AdrielCompleted (1)
Improve mobile navigation
Experiment$11.2k/mo
ChrisReal brands, real results
Shopify merchants, ecommerce brands, and agencies using UserApproved to turn evidence into action.
What teams ask before getting started
See what deserves your attention first
Start with a free scan and get a revenue-ranked view of the conversion opportunities worth investigating.
Free baseline audit · No credit card · Optional free-trial follow-up