Find the fix for what’s
breaking your store.
pick the problem that sounds like yours. we’ll point you at the category and the tools operators actually use to fix it.
> acquire
ads, creative, demand
> convert
discovery, personalization, chat“Visitors see generic merchandising and bounce.”
personalization engines 81 tools
“Site search surfaces the wrong products.”
ai site search & discovery 22 tools
“I want shoppers to buy inside chat, not on a product page.”
conversational commerce 46 tools
“I need a chatbot that converts, not just answers.”
shopify chatbots 21 tools
“I'm on Shopify and want native personalization.”
shopify personalization 24 tools
> retain
email, loyalty, reviews, subs“My email and SMS program still runs on rule trees.”
email & sms ai automation 24 tools
“Repeat purchase rate isn't moving.”
loyalty & retention ai 21 tools
“Reviews are scattered and I can't keep up.”
review management 15 tools
“I'm building a subscription program and need the AI stack.”
ai subscription & recurring commerce 20 tools
> operate
support, catalog, ops, risk“Support queue is exploding, we can't hire fast enough.”
ai customer service 26 tools
“Returns are eating 25% of our margin.”
ai returns & refunds 25 tools
“Chargebacks and fraud are spiking.”
fraud & risk ai 13 tools
“I'm overstocking and stocking out at the same time.”
inventory forecasting 16 tools
“Catalog data is a mess, duplicates, missing attributes.”
sku enrichment & data quality 23 tools
“I need a PIM that actually understands my catalog.”
ai product information management (pim) 20 tools
“I need to source trending products faster than manual research.”
ai sourcing & dropshipping 67 tools
> platform
stack, surface, architecture“I want a shortlist of AI apps that plug into Shopify.”
shopify ai apps 157 tools
“My stack is headless, what AI services drop in?.”
headless ai integrations 37 tools
UE“We're on enterprise composable, where does AI fit?.”
enterprise composable ai 39 tools
“AI agents are about to transact on behalf of my shoppers.”
agentic commerce 167 tools
ZPMN“I sell B2B, DTC AI tools don't fit my buyer.”
ai b2b & wholesale commerce 26 tools
“I need to launch in new markets without a localization team.”
ai translation & localization 22 tools
“I want live shopping and shoppable video.”
ai live shopping & video commerce 14 tools
or browse every use-case.
26 live · 1 growing · 0 planned
> acquire (3)
ads, creative, demandproduct description at scale
121 toolsAI writing tools that generate SEO-ready product copy at catalog scale — bulk description generation, bulk translation, and brand-voice consistency across thousands of SKUs.
ad creative at scale
55 toolsAI tools that generate, iterate and test Meta, TikTok, and Google ad creative faster than a human team — where most high-growth DTC marketing orgs are concentrating spend.
product photography
36 toolsAI-generated product photos, lifestyle imagery, and on-model photography. Cost-of-creative collapses by 10–100× for catalog brands that would otherwise run full photo shoots.
> convert (5)
discovery, personalization, chatpersonalization engines
81 toolsProduct recommendations, dynamic content, and segment-of-one merchandising powered by AI. Core conversion lever for CMOs — modern engines learn from behavioural data instead of rule trees.
conversational commerce
46 toolsSelling through chat — WhatsApp, Messenger, SMS, and on-site agents that handle discovery, questions, and checkout inside a conversation rather than a product page. Enterprise-grade buyer signal, mid-adoption category.
shopify personalization
24 toolsShopify-native personalization — product recommendations, dynamic content, and segment-of-one merchandising that plugs into the Shopify app store without custom engineering.
ai site search & discovery
22 toolsSemantic product search, natural-language queries, and discovery experiences that use embeddings instead of keyword matching. Direct conversion lever — shoppers who search convert 3–5× baseline.
shopify chatbots
21 toolsAI chat apps built natively for Shopify — product Q&A, order status, and conversion-focused on-site agents. Operator pick for stores under $50M GMV.
> retain (4)
email, loyalty, reviews, subsemail & sms ai automation
24 toolsAI layer on top of email and SMS — predictive sends, generative subject lines, automated flows, and revenue attribution. Where Klaviyo, Attentive and their challengers are fighting.
loyalty & retention ai
21 toolsAI-driven loyalty programs, churn prediction, and retention automation — the retention-focused counter-weight to acquisition spend in the modern DTC P&L.
ai subscription & recurring commerce
20 toolsSubscription ecommerce platforms with AI-driven churn prediction, dynamic bundling, and pause / swap / skip flows — Recharge, Bold, and their AI-native challengers.
review management
15 toolsAI-assisted review collection, moderation, and response — plus reputation analytics across Shopify, Amazon, Trustpilot, and G2. Margin lever through trust and repeat purchase.
> operate (7)
support, catalog, ops, riskai sourcing & dropshipping
67 toolsProduct-sourcing tools, AI trend spotting, and dropshipping automation — the acquisition layer for catalogs that don't hold inventory.
ai customer service
26 toolsTools that automate ecommerce customer support — inbox autoresponders to full AI agents that resolve "where is my order" and refund requests without human touch. Direct margin lever for CMOs scaling support.
ai returns & refunds
25 toolsAutomate return requests, refund decisions, and exchange flows — returns eat 20–30% of DTC margin, and AI is pushing the category beyond manual ticketing into self-service portals, fraud scoring, and dynamic refund rules.
sku enrichment & data quality
23 toolsAI tools that enrich, classify, and fix product data at catalog scale — attributes, taxonomy, deduplication, and feed quality for Google Shopping, marketplaces and internal search.
ai product information management (pim)
20 toolsPIM platforms with AI classification, attribute extraction, and catalog enrichment — the infrastructure layer under product descriptions, search, and personalization.
inventory forecasting
16 toolsDemand forecasting, replenishment, and inventory optimization powered by AI — margin-critical for mid-market and enterprise brands where overstock and stockouts both kill.
fraud & risk ai
13 toolsAI-powered fraud scoring, chargeback protection, and risk decisioning for ecommerce checkouts. Direct margin protection for mid-market and enterprise brands.
> platform (7)
stack, surface, architectureagentic commerce
167 toolsAutonomous AI agents that browse, compare, and transact on behalf of shoppers — or help merchants automate procurement, inventory, and back-office workflows at machine speed. The category-defining strategic bet for 2026.
shopify ai apps
157 toolsThe full field of AI-powered Shopify apps across support, marketing, merchandising, and ops. Operator-level overview of what's actually worth installing in 2026.
enterprise composable ai
39 toolsAI capabilities for MACH-aligned enterprise commerce stacks — the AI layer on top of composable architectures at Salesforce, SAP, commercetools, and custom builds.
headless ai integrations
37 toolsAI services architected for headless and composable commerce stacks — API-first personalization, search, and content that plugs into any frontend without locking you into a platform.
ai b2b & wholesale commerce
26 toolsB2B catalog management, quote generation, net-terms automation, and wholesale pricing — a distinct buyer from DTC with AI tools focused on bulk orders, company accounts, and rep-assisted selling.
ai translation & localization
22 toolsStore translation, currency localization, and region-specific merchandising — international ecommerce where AI has collapsed the cost of launching in 20 markets.
ai live shopping & video commerce
14 toolsLive shopping platforms, shoppable video, and AI clip-to-commerce — turning video and TikTok-style formats into direct commerce surfaces.
> growing (1)
ai influencer & ugc tools
9/10Creator discovery, UGC licensing, and AI-generated brand ambassadors — the creator-economy layer on top of ad creative.