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Emporiqa VS Digraph.dev

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

Emporiqa

AI chat that sells before the purchase and serves after it. Finds products in your catalog, answers from your pages, shows order status. Your team can take over any chat. Plugins for WooCommerce, Magento, PrestaShop, Shopware, Drupal, Sylius.

Rating
0 reviews
Pricing
Freemium
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?
ThumbnailCreator
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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?

Based on our record, Emporiqa seems to be more popular. It has been mentioned 2 times since March 2021.

social mentions
2 vs 0
Customer Support popularity
100% vs 0%
alternatives listed
29 vs 1

Base details

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

Emporiqa
Digraph.dev
Website emporiqa.com digraph.dev
Pricing
Freemium Official pricing
Freemium Free trial $99 / Monthly Official pricing
Platforms
Web SaaS
—
Company Startup from Bulgaria · 1 - 9 employees · 2026 Startup from the United States · 1 - 9 employees
Listed in
AI Chatbots eCommerce eCommerce Tools AI Sales Agent Shopping Assistant Conversational AI AI Assistant Live Chat AI Customer Support +7
SaaS Market Research Marketing Platform Marketing +1

About Emporiqa and Digraph.dev

In their own words, as submitted to SaaSHub.

Emporiqa
Digraph.dev

Emporiqa is AI chat that sells before the purchase and serves after it. A shopper asks "dog food for a senior lab with joint problems, grain-free, under 40" and your search bar returns every dog food you sell. The right product is there; the search just can't find it. Before the purchase It finds...

Read more about Emporiqa

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.

Emporiqa 17 features
Digraph.dev 5 features
  • Languages
    Answers in the shopper's language, with cross-language search
  • Pricing
    Pay-as-you-go: $0/month base + $0.25 per conversation, monthly limit you set, excl. VAT
  • Product Search
    By meaning (vector search, cross-encoder reranking; rephrases the query only when nothing matches)
  • Voice Mode
    Optional, off by default: the shopper speaks and hears the answer; +$0.25 per voice conversation
  • Visual Search
    The shopper uploads a photo and gets matching products from your catalog
  • Cart Operations
    Add, remove, update in-chat, checkout redirect
  • Order Status
    Signed lookup through the store plugin, shown as an order card; signed-in shoppers give only the number
  • Rules
    Ready-made returns, cancel, change, quote and invoice requests to your team, plus your own rules
  • Human Handoff
    Your team can step into any conversation, with the full history
  • Conversion Tracking
    Chat session to purchase attribution
  • Analytics
    Conversion funnel, revenue attribution, widget engagement, CSAT
  • Proactive Triggers
    Time-based, page-based, checkout-specific
  • Integrations
    Drupal Commerce, Magento 2, PrestaShop, Sylius, WooCommerce (WordPress), Shopware 6 (Composer/GitHub)
  • API
    Webhook API for any platform
  • Team Members
    Unlimited on all plans
  • Conversations
    $0.25 per conversation, $25 signup credit (~100 conversations), monthly limit you set
  • Free signup
    $0 to install, no card required, $25 of credit auto-applied
  • 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.

Analysis

An editorial look at what each product does well and who it suits.

Emporiqa
Digraph.dev

Overall verdict

  • I don't have verified information about Emporiqa (emporiqa.com) in my knowledge base, so I can't confirm its legitimacy, quality, or reputation. I'd recommend researching independently before using or purchasing from this site.

Why this product is good

  • I have no reliable data on this specific domain's business practices, reviews, or history
  • I cannot verify claims about product quality, shipping, or customer service for this site
  • Making up positive or negative details would be misleading rather than helpful

Recommended for

  • Anyone considering this site should first check independent review platforms like Trustpilot or Reddit
  • Look up the site's registration date via WHOIS to see how long it has existed
  • Check for verifiable contact information, return policies, and secure checkout before purchasing
  • Search for any complaints or scam reports specifically mentioning emporiqa.com

No analysis of Digraph.dev yet.

Videos

Walkthroughs and reviews on video.

Emporiqa 1 video + Add
Digraph.dev 0 videos + Add

AI chatbot for e-commerce: from question to cart in 31 seconds | Emporiqa

No Digraph.dev videos yet. You could help us improve this page by suggesting one.

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
Emporiqa
Digraph.dev
100% 100%
Customer Support
0% 0%
0% 0%
Market Research
100% 100%
100% 100%
AI Chatbots
0% 0%
0% 0%
Marketing
100% 100%

Questions & Answers

As answered by people managing Emporiqa and Digraph.dev.

What's the story behind your product?

Emporiqa's answer

For more than 15 years I built web platforms in agencies and as a CTO, and I kept running into the same gap with online stores. Walk into a physical shop and a good assistant knows the products and helps you choose. Online, the shopper is alone with a search box that returns 200 results or none. I built Emporiqa to put that help on the website, and to keep it going after the order. Ask it for a product you don't sell and it says so, then shows what you do carry, instead of inventing one. It also shows which chats led to orders, so you can see what it earns.

Which are the primary technologies used for building your product?

Emporiqa's answer

Django, LangGraph, Qdrant (vector database), PostgreSQL, Redis, Celery. Search embeds the catalog with OpenAI text-embedding-3-small, matches it in Qdrant, then reranks the shortlist with Cohere rerank-v3.5 through OpenRouter. Qdrant is the open-source build, running on our own infrastructure in Germany.

Who are some of the biggest customers of your product?

Emporiqa's answer

GoCustom, a PrestaShop store with 4,000+ products and 100,000+ SKUs, reviewed it on Trustpilot as "Helping us support customers 24/7".

What makes your product unique?

Emporiqa's answer

It is AI chat that sells before the purchase and serves after it. Before: it finds products in your own catalog from a description or a photo, compares options with real prices and stock, and adds to the cart in the chat. After: it answers from your own pages, shows order status, and collects return and cancellation requests for your team. When a shopper needs a person, your team takes over the chat. Ask it for a product your store doesn't sell and it says so, then shows what you do carry. Search matches the shopper's question against vector embeddings of your catalog, reranks with a cross-encoder, and rephrases the question only when nothing matches. It handles natural-language questions and exact part-number lookups, in your shopper's language.

Why should a person choose your product over its competitors?

Emporiqa's answer

Pay-as-you-go: $0/month base + $0.25 per conversation, with $25 of signup credit (~100 conversations) and a monthly limit you set. A conversation counts only when a shopper writes to the chat, so you pay only when the chat talks to a shopper. If it never talks to a shopper, you never pay. No seat fees. Official plugins for six e-commerce platforms: WooCommerce, Magento, PrestaShop, Drupal Commerce, Sylius, and Shopware 6 (Composer/GitHub), plus an API for anything else. And your team can take over any live chat with the full history on screen.

How would you describe the primary audience of your product?

Emporiqa's answer

Online store owners and e-commerce agencies running Drupal Commerce, Magento 2, PrestaShop, Sylius, Shopware, or WooCommerce. Mid-size to large catalogs (2,000 to 100,000 products) where keyword search stops working and shoppers need help choosing.

User comments

Share your experience with using Emporiqa and Digraph.dev. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Emporiqa 2 mentions
Digraph.dev 0 mentions
  • Building a Chat Assistant Module for Magento 2: Observers, Message Queues, and 10K Products
    I built Emporiqa, a chat assistant for e-commerce stores. After shipping integrations for Drupal Commerce, WooCommerce, and Sylius, Magento was next. The catalog complexity made it the most interesting one to build. - Source: dev.to / 7 months ago
  • From WooCommerce Product Save to 'Add to Cart' in a Chat Conversation
    I wrote about the hybrid search pipeline, the sync architecture, and the parallel agent system separately. This post is about how they connect. The WooCommerce plugin is live on wordpress.org. I covered the full WooCommerce integration... - Source: dev.to / 7 months ago

Tracking Digraph.dev since Oct 2026.

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