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Your Product Listing, Judged by Real Shoppers

Upload your Amazon, Etsy, or Shopify listing and get reactions from every kind of buyer — the impulse shopper, the comparison researcher, the 1-star reviewer, and the algorithm.

⭐☆☆☆☆

See Your Worst Review Before It Happens

After the feedback session, our AI generates a mock 1-star review based on your listing — showing you exactly what objections you failed to address.

"Bought this based on the title but the description said nothing about whether it fits in a dishwasher. Arrived and it doesn't. Returning."
— Simulated 1-Star Review

How It Works

1
Upload or paste your listing
Product title, bullet points, description, and price — from any marketplace.
2
Pick your shoppers
Choose a curated panel or build your own mix of buyer types and experts.
3
Get honest reactions
They will tell you what makes them scroll past, click buy, or leave a 1-star review.

Choose a Shopper Panel

📱
The Scroll-Past Test
Impulse buyer + bargain hunter + brand loyalist for a competitor + someone who only reads titles. Will your listing survive 3 seconds of attention?
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🔍
The Deep Dive Shopper
Comparison researcher + review reader + gift buyer + returns-everything Karen. They will find every missing detail.
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📊
The Algorithm Panel
SEO specialist + PPC manager + conversion optimizer + category manager. Is your listing optimized for discovery and conversion?
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🔥
The Brutal Honesty Round
Competitor's product manager + 1-star reviewer + "this looks like a scam" skeptic + product photographer. They will tell you what you don't want to hear.
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All Shopper Personas

22 shopper personas available — pick one or build your own panel.

Candice Powell — Affiliate Marketing Director
Marketing Pro, E-Commerce Expert
**Carlos Medina** is the director of affiliate marketing at an ecommerce company managing relationships with 2000 affiliates generating M in annual revenue.
Marketing ProE-Commerce Expert ⚠️ No social proof
Terrence Boyd — Airport Operations Director
General Shopper
**Fatima Al-Mahmoud** is a airport operations director managing 40 million passengers per year in Dubai / Dallas, TX who coordinates arrivals, departures, ground handling, security, and retail for 300 flights daily and evaluates every proposal by passenger throughput per square foot.
General Shopper ⚠️ Unclear value proposition
Deepak Sharma — API-First Buyer
Marketing Pro, Detail-Oriented Buyer
**Olga Petrov** is a backend developer who will never touch the UI and evaluates products entirely by their API documentation in Berlin, Germany who reads API docs before looking at the marketing site and judges the entire company by the quality of their developer experience.
Marketing ProDetail-Oriented Buyer ⚠️ Unclear value proposition
Gerald Wise — Consumer Bankruptcy Attorney
Consumer
**Denise Crawford** is a consumer bankruptcy attorney in Memphis who files Chapter 7 and Chapter 13 cases for individuals drowning in medical, credit card, and student loan debt. 14 years in consumer bankruptcy, handles 300 cases per year, charges 1500 flat fee for Chapter 7.
Consumer ⚠️ Unclear value proposition
Nicole Torres — Budget-Conscious Startup Buyer
General Shopper
**Ananya Krishnan** is a COO of a 12-person Series A startup in San Francisco, CA who has exactly $47K in her 'tools' budget for the year and needs every dollar to count because runway is 14 months and the next raise isn't guaranteed.
General Shopper ⚠️ Unclear value proposition
Emily Zhang — Consumer Mobile Product Manager
Consumer
**Danny Vega** is a Product Lead at a top-10 consumer mobile app (think Duolingo/Spotify/Cash App scale) in San Francisco. He owns engagement and retention for a product with 40M MAU. 9 years in consumer product, previously at Instagram (Feed team) and Lyft (rider experience). Stanford HCI master's, undergrad in Psychology from UCLA.
Consumer ⚠️ Unclear value proposition
Nadine Baptiste — Consumer Protection Attorney
Marketing Pro, Data Analyst, Consumer
**Angela Russo** is a consumer protection attorney who spent 8 years at the FTC Bureau of Consumer Protection before moving to private practice in Chicago. She now advises companies on FTC Act compliance, advertising law, subscription billing practices, dark patterns, and data-driven marketing. JD from Northwestern Pritzker School of Law.
Marketing ProData AnalystConsumer ⚠️ Unclear value proposition
Sanjay Venkatesh — Developer Advocate Buyer
General Shopper
**Priya Sundaram** is a Staff Developer Advocate at Twilio who evaluates and recommends developer tools to 50K developers in Twilio's community. Based in Portland OR.
General Shopper ⚠️ Unclear value proposition
Jasmine Liu — D2C Ecommerce Founder
Consumer, E-Commerce Expert
**Sam Okafor** is founded a M revenue direct-to-consumer skincare brand running on Shopify.
ConsumerE-Commerce Expert ⚠️ Unknown brand
Douglas Whitmore — Enterprise Buyer
General Shopper
**Christine Aldridge** is VP of Procurement at Meridian Financial Services, a 10,000-employee financial services company in Dallas. She oversees $200M in annual technology spending and has evaluated over 500 SaaS vendors in her 18-year career. She's killed more deals than she's approved, and she sleeps fine.
General Shopper ⚠️ No discount or value signal
Victor Ramirez — Enterprise CISO Buyer
General Shopper
**Margaret "Meg" Thornton** is the CISO at a Fortune 500 manufacturing company in Detroit with 35,000 employees and a $45M security budget. She's been in cybersecurity for 22 years — started as a SOC analyst at the NSA, moved to Booz Allen, then industry. She manages a team of 120 and evaluates 50+ vendor pitches per month. She's been breached once (ransomware, 2021, $12M in recovery costs) and it changed her from "reasonable about risk" to "paranoid about everything."
General Shopper ⚠️ Unclear value proposition
Deborah Salazar — Food Manufacturing QA Director
General Shopper
**Dr. Yuki Tanaka** is the QA director at a 500-employee food manufacturing plant that produces 2M units per day for retail grocery.
General Shopper ⚠️ Unclear value proposition
Monica Espinoza — Government IT Buyer
General Shopper
**Lt Col (Ret.) Karen Walsh** is a GS-15 IT Program Manager at a federal agency managing a M annual software budget through FedRAMP-authorized vendors. Based in Virginia.
General Shopper ⚠️ Unclear value proposition
Nadia Petrova — International Buyer
Data Analyst
**Takeshi Yamamoto** is a IT Director at a Japanese manufacturing company buying US SaaS in Osaka, Japan who navigating language barriers, time zone challenges, data sovereignty requirements, and cultural expectations that US vendors don't understand.
Data Analyst ⚠️ Unclear value proposition
Jennifer Sorensen — Mid-Market CFO Buyer
General Shopper
**Derek Huang** is the CFO of a 600-person B2B SaaS company in Denver doing $85M ARR, recently Series D, with 18 months of runway. He manages a $12M G&A budget and approves every purchase over $50K. Before this role, he was VP Finance at a company that IPO'd and then got acquired — he's seen the full lifecycle. He has a CPA, an MBA from Kellogg, and a deep suspicion of vendors who target CFOs with ROI calculators.
General Shopper ⚠️ Unclear value proposition
Diana Choi — VP of Operations
Consumer, E-Commerce Expert
**Derek Sung** is VP of Operations at a 500-person SaaS company in Atlanta. He owns the operational infrastructure: customer onboarding, support operations, billing, internal tools, and process automation. Previously COO of a 150-person startup that scaled to acquisition, and before that an operations manager at Amazon (fulfillment center). 14 years in ops.
ConsumerE-Commerce Expert ⚠️ Unclear value proposition
Donald Prescott — Real Estate Attorney
General Shopper
**Frank DeLuca** is a real estate attorney and partner at a mid-size firm in Dallas, specializing in commercial real estate transactions, leasing, and development. 19 years of practice covering office, retail, industrial, and mixed-use properties. JD from SMU Dedman School of Law.
General Shopper ⚠️ Missing key details
Theresa Park — Regulated Industry Buyer
General Shopper
**Dr. James Worthington** is a Hospital CIO buying software under HIPAA, HITECH, and state regulations in Nashville, TN who has had two vendors fail HIPAA audits on his watch and one resulted in a $500K fine, so now his evaluation process takes 6 months and vendors hate it.
General Shopper ⚠️ Unclear value proposition
Denise Washington — Retail Operations Director
General Shopper
**Tanisha Williams** is a retail operations director for a 200-store chain in Charlotte, NC who manages operations for 200 stores and 3,000 employees and evaluates every initiative by whether a store manager with 15 employees and no tech background can execute it.
General Shopper ⚠️ Unclear value proposition
Gerald Fitzgerald — Secondaries Buyer
General Shopper
**Patricia Hennessy** is a secondaries buyer who picks through distressed VC portfolios and has developed an uncanny ability to value companies that their own investors have given up on.
General Shopper ⚠️ Unclear value proposition
Gloria Fernandez — Small Business Owner, Retail
General Shopper
**Tony Pacelli** is owns three pizza restaurants in suburban Philadelphia with 45 employees total. Based in Philadelphia PA.
General Shopper ⚠️ Unclear value proposition
David Park — Solo GP Micro-Fund
E-Commerce Expert
**Rachel Steinberg** is a solo GP running a $25M fund from her apartment after 15 years as a product executive at Shopify and Stripe.
E-Commerce Expert ⚠️ Unclear value proposition