Sparks for e-commerce: catalogue, content, and customer care at scale
Online retail is a volume game: thousands of products to describe, campaigns to ship on every holiday, support tickets that spike with every sale, and reviews and store data piling up faster than anyone can read them. The work isn't hard — there's just an enormous amount of it.
A Spark is a reusable AI agent you set up in plain English, ground in your brand and catalogue, and connect to tools like Shopify and your helpdesk. It handles the high-volume, repeatable work consistently so your team can focus on merchandising and growth. Here's where Sparks fit across an e-commerce business, plus three to ship this week.
Where Sparks fit across an online store
Catalogue & merchandising
Describe thousands of products consistently, in every market you sell in.
- On-brand product descriptions generated in bulk from raw specs —
1SKU or10,000. - SEO titles, meta descriptions, and structured attributes for every listing.
- Translations and localisation so each storefront reads natively.
- Catalogue clean-up — normalise messy attributes and flag missing fields.
Marketing & lifecycle
Keep email, SMS, social, and ads filled with on-brand, on-time content.
- Email and SMS campaigns — subject lines, body, and variants for testing.
- Seasonal and promo kits built from a single brief across every channel.
- Ad copy and social captions tuned per platform and audience.
- Abandoned-cart and win-back sequences personalised to the product.
Customer support
Answer the order-status and returns questions that flood every inbox.
- Order-status answers that pull live data from your store.
- Returns and exchange handling grounded in your actual policy.
- Sizing, materials, and product-fit questions answered from the catalogue.
- A digest of the week's complaint themes so you fix recurring issues.
Visual & creative
Produce product and lifestyle visuals without a full studio cycle.
- Product and lifestyle imagery generated from reference shots that keep the product faithful.
- Social and ad creative sized per placement.
- Short product videos for paid and organic feeds.
- An image-quality judge that scores creative before it goes live.
Analytics & operations
Turn store and review data into decisions, on a schedule.
- Daily sales and traffic digests delivered to the team.
- Inventory and low-stock alerts before you sell out of a hero SKU.
- Review mining — cluster thousands of reviews into themes and fixes.
- Competitor and trend research summarised from the live web.
Three blueprints to ship this week
Each one targets a place where volume beats your headcount today — catalogue, campaigns, and support. Start with whichever queue is deepest.
Catalogue copy factory
Merchandising / content
- Batch runs
- Skills (brand-voice)
- Eval-driven testing
- Composio (Shopify)
The problem
A few thousand SKUs need unique, on-brand, SEO-friendly descriptions — and writing them by hand is months of work nobody has.
The Spark
A Spark takes a row of raw product attributes and writes a description, SEO title, and meta description in your brand voice (enforced by a brand-voice Skill). A batch run processes the whole export at once; an eval suite checks tone and length; approved copy syncs back to Shopify via Composio.
The payoff
An entire catalogue gets unique, optimised copy in a single run — and new SKUs are described the moment they're added.
Seasonal campaign kit
Marketing
- Multi-step pipelines
- Batch runs
- Image generation
- Visual Trust (image judge)
- Composio (Mailchimp, Meta)
The problem
Every sale needs email, SMS, ad, and social assets — and the creative crunch means launches slip or quality drops.
The Spark
One brief feeds a pipeline that produces the email, SMS, and ad-copy variants, then generates matching on-brand imagery. The Visual Trust judge scores each image and the pipeline regenerates anything below bar. Approved assets push to Mailchimp and Meta via Composio.
The payoff
A full, on-brand campaign across every channel from a single brief — launched in hours instead of a frantic week.
Returns & order-status concierge
Customer support
- Composio (Shopify, Zendesk)
- Knowledge base (BYO)
- Integration consent gate
- Scheduled digest
The problem
‘Where's my order?’ and ‘Can I return this?’ are most of your tickets, and customers expect an instant answer.
The Spark
A Spark connects to Shopify and your helpdesk via Composio (behind a consent gate), looks up the live order, and answers status, returns, and exchange questions grounded in your real policy doc. It drafts for approval until you trust each category, and a scheduled Spark reports recurring issues.
The payoff
The highest-volume tickets get instant, policy-accurate answers, and the team focuses on the cases that actually need a human.
Put your catalogue and inbox on autopilot
Ground a Spark in your brand and policies, connect Shopify and your helpdesk, and run it across your whole catalogue in one batch.