Recover demand from delivery uncertainty
$18.4k/mo
Move delivery expectations closer to the buying decision.
$18.4k/mo
Find what matters and turn it into growth
UserApproved helps mid-market and growth-stage ecommerce and telehealth teams prioritize the right work, ship it with their team or coding agents, and learn from every experiment.
No credit card required
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 customer signals to revenue growth
Prioritize the right opportunity, ship it, measure the result, and build on what you learn.
01
Connect your business context
Bring commerce or journey data, behavior, customer feedback, competitors, and company context into one shared system.
02
Find and validate the opportunity
Specialist agents investigate changes and simulate key customer journeys before your team commits.
03
Give your coding agent the context
Connect through our CLI or MCP so your coding agent can read the evidence, build the change, and link the work.
04
Monitor the experiment
After release, agents watch the experiment across revenue, funnels, customer journeys, and customer voice.
05
Build on what you learn
Carry the result into the shared history so the next investigation starts with what your team already learned.
Real brands, real results
Shopify merchants, ecommerce brands, and agencies using UserApproved to turn evidence into action.
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
Bring CRO Expert into your team’s workspace
In Slack, growth, product, and engineering can investigate the same evidence, pressure-test recommendations, and decide what to do next with UserApproved AI in the shared thread.
“Is this real, and what should my team do next?”
“What evidence supports this recommendation?”
“Send the implementation handoff to engineering”
# growth-experiments
Shared project channel
R
Reynold
Growth@UserApproved AI Is this real, how bad is it, and what should my team do next?
UserApproved AI
CRO ExpertAPPThe mobile promo banner failed after the latest theme publish. Revenue and replay evidence point to the same regression, and I traced it to the click handler.
A
Adriel
EngineeringWe changed that banner Monday. Send me the technical handoff.
UserApproved AI
CRO ExpertAPPHandoff ready: add the null guard, move the listener to a stable parent, and verify on mobile Safari and Chrome. The evidence and implementation notes are linked.
Shared context Shopify GA4 Clarity Customer voice
Clarity Customer voiceMessage #growth-experiments UserApproved AI
Your 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.
Move from committed idea to implemented experiment
Connect your coding agent through the UserApproved CLI or MCP so it can read the idea and evidence, build the approved change with the development tools it already uses, and link the work back to your shared pipeline.
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
WesleyImplementing (1)
Reduce address-entry friction
Fix$6.8k/mo
AdrielMonitoring (1)
Improve mobile navigation
Live experiment$11.2k/mo
ChrisKnow what happened after you shipped
After your team ships a fix or experiment, UserApproved watches revenue and funnels, reruns key journeys, tracks customer voice, and surfaces what changed, what needs investigation, and what to try next.
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
Real experts behind every recommendation
Our system is shaped by experienced growth practitioners who can also join your team meetings when you need hands-on guidance.
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.
What teams ask before getting started
Start the loop with a free baseline audit
Create your account, add your company and customer journey, and get an evidence-backed starting point for what to investigate next.
Create a free account · No credit card required