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Retrnly VS Digraph.dev

Compare Retrnly VS Digraph.dev and see what are their differences

Retrnly

Analyze return reasons, reviews, and support tickets to find the product fixes that reduce avoidable e-commerce returns.

Rating
0 reviews
Pricing
$45 / Monthly
Alternatives Is it good?
Digraph.dev

AI marketing platform for brands.

No screenshot yet
Rating
0 reviews
Pricing
Freemium Free trial $99 / Monthly
Alternatives Is it good?
Grapple
Do-It-Yourself Data Analytics & Business Intelligence, Powered by AI sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

eCommerce Tools popularity
100% vs 0%
alternatives listed
7 vs 1

Base details

Website, pricing, platforms and company facts side by side.

Retrnly
Digraph.dev
Website retrnly.com digraph.dev
Pricing
$45 / Monthly Official pricing
Freemium Free trial $99 / Monthly Official pricing
Platforms
Shopify
—
Company — Startup from the United States · 1 - 9 employees
Listed in
eCommerce Analytics Customer Feedback eCommerce Tools eCommerce Analytics User Feedback Feedback +4
SaaS Market Research Marketing Platform Marketing +1

About Retrnly and Digraph.dev

In their own words, as submitted to SaaSHub.

Retrnly
Digraph.dev

Retrnly is return-prevention analytics software for ecommerce brands. It analyzes return reasons, customer reviews, support tickets, and product-level data to show which products and recurring issues are driving avoidable returns. The platform groups feedback by product and cause, flags products...

Read more about Retrnly

Digraph is an AI marketing platform for brands. It brings together AI research, market intelligence, website and campaign analysis, specialist AI workflows, and marketer-led guidance to help teams understand what shapes buyer decisions and what to do next. Teams can measure how AI systems...

Read more about Digraph.dev

Features and specs

What each product offers, as listed by its team.

Retrnly 6 features
Digraph.dev 5 features
  • Return reason analysis
    Groups return reasons by product and issue type so teams can see what is causing avoidable returns.
  • Savings estimates
    Estimates the monthly revenue opportunity from reducing recurring product-level return issues.
  • AI fix recommendations
    Suggests product, sizing, listing, imagery, and expectation fixes based on return feedback.
  • PDF reports
    Export analysis results and recommendations for team review.
  • CSV import
    Upload return data manually when a direct store integration is not connected.
  • Product risk flags
    Highlights products with repeated return patterns and higher return risk.
  • Developer-focused positioning
    The .dev domain and branding suggest a tool built for developers and technical teams, so its workflows are likely to fit engineering needs better than a generic product. I could not browse the site, so this is inferred from its positioning rather than confirmed.
  • Graph-based approach
    The name 'Digraph' (directed graph) suggests it models information as connected nodes and relationships. That kind of structure can make dependencies, ideas, or decisions easier to see than flat lists or documents. Confirm how the product actually uses this.
  • Modern, minimal presentation
    Newer developer tools tend to have lean interfaces and a focused feature set, which can mean a short learning curve and less clutter. I could not verify this for Digraph, so check it with a trial.
  • Potential for better organization and clarity
    If the tool works as the name suggests, visualizing relationships between items can improve shared understanding across a team. The benefit depends on how well the product is executed.
  • Early-stage responsiveness
    Smaller or newer products often respond quickly to user feedback and let users influence the roadmap. This is a general tendency and has not been verified for Digraph.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Retrnly
Digraph.dev
100% 100%
eCommerce Tools
0% 0%
0% 0%
Marketing
100% 100%
100% 100%
Customer Feedback
0% 0%
0% 0%
Marketing Platform
100% 100%

Questions & Answers

As answered by people managing Retrnly and Digraph.dev.

Why should a person choose your product over its competitors?

Retrnly's answer

Retrnly is designed for teams that want to prevent future returns, rather than only process refunds and exchanges. It works alongside an existing returns workflow and provides product-level risks, recurring feedback themes, prioritized recommendations, and estimated savings opportunities.

What's the story behind your product?

Retrnly's answer

Retrnly was created to solve a common ecommerce problem: return reasons, reviews, and support complaints are often stored in separate systems and reviewed manually. Retrnly brings this information together and turns it into a practical product-improvement plan.

How would you describe the primary audience of your product?

Retrnly's answer

Retrnly is built for ecommerce founders, product managers, operations teams, and customer-experience teams. It is most useful for stores with enough return and customer-feedback data to identify recurring problems across products.

What makes your product unique?

Retrnly's answer

Retrnly combines return reasons, customer reviews, support tickets, and product data in one analysis. It identifies the causes behind recurring returns and recommends specific product, sizing, listing, expectation, and quality fixes. It also estimates the potential savings from reducing avoidable returns.

User comments

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