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Digraph.dev VS ShelfCount.win

Compare Digraph.dev VS ShelfCount.win and see what are their differences

Digraph.dev

AI marketing platform for brands.

No screenshot yet
Rating
0 reviews
Pricing
Freemium Free trial $99 / Monthly
Alternatives Is it good?
ShelfCount.win

Counts, recipe costing, purchase orders, invoice scanning, and real COGS for $50/month flat. Built by a restaurant owner. 14-day free trial — nothing charged until it ends, cancel in one click.

Rating
0 reviews
Pricing
Paid Free trial $50 / Monthly (Flat rate, unlimited users and locations)
Alternatives Is it good?
Recalert.us
Free recall lookup for U.S. businesses. Search CPSC, FSIS, NHTSA and FDA product recalls by product, brand, model or UPC in seconds. 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?

Marketing popularity
100% vs 0%
alternatives listed
1 vs 9

Base details

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

Digraph.dev
ShelfCount.win
Website digraph.dev getshelfcount.com
Pricing
Freemium Free trial $99 / Monthly Official pricing
Paid Free trial $50 / Monthly (Flat rate, unlimited users and locations) Official pricing
Platforms —
Web
Company Startup from the United States · 1 - 9 employees —
Listed in
SaaS Market Research Marketing Platform Marketing +1
Restaurants Restaurant Management Restaurant Management Software Inventory Management +1

About Digraph.dev and ShelfCount.win

In their own words, as submitted to SaaSHub.

Digraph.dev
ShelfCount.win

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

ShelfCount is inventory management, recipe costing, and true COGS built for independent restaurants — created by a restaurant owner who was tired of MarketMan's complexity and pricing. Pricing: $50/month flat, month-to-month, cancel anytime. No per-seat fees, no tiers, unlimited team members and...

Read more about ShelfCount.win

Features and specs

What each product offers, as listed by its team.

Digraph.dev 5 features
ShelfCount.win 6 features
  • 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.
  • Inventory counts from any phone
    No app install required
  • Invoice and receipt scanning
    Review-first approval, no auto-committed OCR
  • Recipe and prep-recipe costing
    Automatic recost when ingredient costs change
  • Par levels and purchase orders
    One-click POs emailed directly to vendors
  • POS sales sync
    Square and Clover live; Toast in certification
  • Theoretical vs. actual COGS
    Compare planned food cost to real food cost

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
Digraph.dev
ShelfCount.win
100% 100%
Marketing
0% 0%
0% 0%
Inventory Management
100% 100%
100% 100%
Marketing Platform
0% 0%
0% 0%
Restaurant Management
100% 100%

Questions & Answers

As answered by people managing Digraph.dev and ShelfCount.win.

What makes your product unique?

ShelfCount.win's answer:

ShelfCount charges one flat $50/month fee with unlimited team members and unlimited storage locations, no per-seat pricing and no tiers. It combines inventory counts (from any phone, no app install), recipe and prep-recipe costing, invoice/receipt scanning, purchase ordering, and theoretical vs. actual COGS in one tool built specifically for independent restaurants.

Why should a person choose your product over its competitors?

ShelfCount.win's answer:

ShelfCount was built by a restaurant owner who found existing tools like MarketMan overpriced and overcomplicated for a single independent location. It covers the same core workflow — counts, recipe costing, invoice scanning, purchase orders, and COGS — at one flat rate with unlimited users and locations, backed by a 14-day free trial and one-click cancellation. A $299 concierge migration (including from MarketMan) is available for anyone switching over.

How would you describe the primary audience of your product?

ShelfCount.win's answer:

Independent restaurants, cafes, and coffee shops that need real inventory counts, recipe costing, and COGS tracking without enterprise-level pricing or complexity — typically single-location or small multi-location operators.

What's the story behind your product?

ShelfCount.win's answer:

ShelfCount was built by a restaurant owner who was frustrated with the cost and complexity of existing inventory platforms like MarketMan for running a single independent restaurant. The goal was a simpler, flat-rate tool that still covers the essentials — counts, recipe costing, invoice scanning, purchase ordering, and COGS — without per-seat fees or enterprise sales cycles.

User comments

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