AI-Powered Research
Turn any Shopify store into ad research — in minutes.
Mavrtr analyzes any Shopify store URL and turns it into a complete ad research report — customer avatars, ad copy, hooks, and campaign strategy — in under 5 minutes. No Shopify admin access required.
Try Free — No Credit CardKey Facts
Mavrtr analyzes any Shopify store URL — no admin access, API keys, or OAuth required.
Each report mines 5+ data sources: Reddit, Trustpilot, Amazon, on-site reviews, and the Meta Ad Library.
Reports complete in 3–5 minutes and include customer avatars, ad copy, hooks, and a full CBO campaign structure.
Manual equivalent of this research takes 10–20 hours of scrolling forums and review sites.
Works on competitor stores too — many users run reports on competitors before launching their own ads.
The category
What is Shopify ad research?
Shopify ad research is the process of analyzing a Shopify store's products, customer reviews, competitor advertising, and market sentiment to build data-driven ad campaigns. Instead of guessing what messaging will resonate with potential buyers, ad research uses real customer language and competitive intelligence to inform every aspect of a paid advertising strategy.
Traditional ad research requires 10–20 hours of manual work: scrolling Reddit threads, reading Trustpilot reviews, analyzing the Meta Ad Library, and synthesizing findings into ad copy. AI-powered tools like Mavrtr automate this entire process, delivering structured, campaign-ready outputs in minutes.
The result is higher-converting ad creative, lower cost per acquisition, and faster campaign launches — because every piece of copy is backed by real customer data rather than assumptions.
The pipeline
Data sources we analyze.
Every report runs a parallel sweep across five high-signal public sources.
Reddit & Subreddits
Authentic customer discussions, unprompted opinions, and niche-specific pain points from relevant communities.
Trustpilot Reviews
Real customer feedback including product objections, praise patterns, and unmet expectations.
Amazon Reviews
Cross-platform sentiment analysis from the world's largest review database.
Meta Ad Library
Competitor ad creative analysis — see what hooks, copy, and formats competitors have been scaling.
On-Site Reviews
Store-specific customer reviews mined for emotional language and purchase triggers.
What's in a report
Six artifacts per run.
Every Mavrtr report ships the same six pieces. No partials, no upsells to unlock sections.
Customer Avatars
Data-driven buyer personas with real quotes from reviews and forums. Each avatar includes demographics, pain points, and messaging recommendations.
Ad Copy Variants
Platform-native ad copy for Meta, TikTok, Google, and Pinterest — optimized for each platform's format and character limits.
Scroll-Stopping Hooks
Attention-grabbing headlines derived from actual customer language. Scored by emotional impact and mapped to specific avatars.
Campaign Strategy
Complete CBO campaign structures with ad set configurations, targeting recommendations, and budget allocation.
Gap Analysis
Competitive positioning insights showing where your product wins and where messaging gaps exist.
Meta Ads CSV Export
One-click export compatible with Meta Ads Manager bulk upload for immediate campaign launch.
How it works
From store URL to campaign-ready, in 3 steps.
Paste your Shopify URL
Enter any Shopify store URL — custom domains and myshopify.com subdomains both work. No admin access needed.
AI engine researches your market
Mavrtr crawls the store's product catalog, then mines Reddit, Trustpilot, Amazon, and competitor ads for real customer intelligence.
Get your campaign playbook
Receive customer avatars, ad copy variants, hooks, and a full campaign strategy — all structured and ready to launch.
Common questions
Shopify ad research, demystified
What stores ask before running their first report — answered straight.
Shopify ad research is the process of analyzing a Shopify store's products, customer reviews, competitor advertising, and market sentiment to build data-driven ad campaigns. It typically covers catalog analysis, review mining, Reddit and forum sentiment, competitor ad library analysis, and synthesis into customer avatars and ad angles.
No. Mavrtr uses Shopify's public product API — the same endpoint that powers your storefront. We never ask for your Shopify login, API keys, or OAuth access. You just paste the store URL.
Yes — any Shopify store with a public storefront, including custom domains and myshopify.com subdomains. Many users run reports on their own store as well as competitors to compare positioning and find messaging gaps.
Typically 3–5 minutes. The AI engine researches Reddit, Trustpilot, Amazon, and the Meta Ad Library in real-time, then synthesizes everything into structured outputs.
Reddit and niche subreddits, Trustpilot reviews, Amazon reviews, on-site product reviews, and the Meta Ad Library for competitor creative analysis. Growth and Pro plans can add custom URLs to the research pipeline.
No — Mavrtr does not require Shopify app installation. It works with any Shopify store using only the public product URL. This means you can also research competitor stores and stores you do not own.
Keep reading
Related reading
AI Ad Copy Generator
Generate platform-native ad copy for Meta, TikTok, Google, and Pinterest from real customer language.
Customer Persona Generator
Build data-driven buyer avatars from real customer reviews and forum data.
Mavrtr vs ChatGPT for Ad Research
Side-by-side comparison of generic AI vs research-backed ecommerce tooling.
How the Engine Works
Inside the 5-stage research pipeline that powers every Mavrtr report.