In stockShopify App Store
PersonalizerAI
One-to-one recommendations and personalized storefronts for Shopify merchants. Installs in minutes and learns from the first week of traffic.
Visit personalizerai.comWe build the AI that decides what your shoppers see first.
Readiness for AI shopping agents, plus search, recommendations and personalization for retailers who have outgrown plug-and-play. Built on your catalog, shipped into your stack, explained to your merchandisers.
- Your session
- Ranked live, kept in this browser
- Time here
- 00:00
- Signals
- 0
- Top of your shelf (default order)
- Agentic commerce
Off-the-shelf AI ranks every catalog the same way. Ours starts from yours: your taxonomy, your margins, your shoppers. A small senior team writes the models, wires the data and stays until your team trusts what it ships.
This shelf is ranked for you.
Nine kinds of work, ordered by what you read, point at and open. The same idea we build for retailers, running on this page. Your signals stay in this browser and are never sent anywhere.
Why this order
Wider type means higher on your shelf.
No signals yet. Read, point at or open a lane and the shelf will re-rank.
- Agentic commerce Get your catalog found, compared and bought by AI shopping agents in ChatGPT, Google AI Mode, Gemini and Copilot.
- Catalog enrichment Attributes, tags and descriptions generated from your images and supplier feeds, checked before they reach the storefront.
- Search & discovery Semantic and vector search on your taxonomy, with merchandising controls your category team will use.
- Personalization Sessions, segments and one-to-one recommendations, served in real time with signals your team can read.
- Shopping assistant An assistant on your own storefront that answers from your catalog, your stock and your policies.
- Data infrastructure The plumbing under the AI: BigQuery, dbt, event pipelines and identity stitching, wired to the tools you already use.
- Custom models Models for pricing, fraud, returns and the problems no off-the-shelf tool fits, run on your cloud with retraining built in.
- Shopify builds Custom themes and private apps that connect Shopify to your ERP, OMS, 3PL and CRM.
- AI strategy Roadmaps, vendor selection and build-or-buy calls for leadership teams, before anything gets built.
Two products came out of the work.
When we caught ourselves building the same system for every client, we packaged it. You can use them without hiring us.
Discontinued2024
Search Console
A Shopify app that brought Google Search Console data into the merchant admin. We retired it in 2024. Thank you to every store that ran it.
Vetted by the platforms we build on.
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We build production AI on Vertex AI, BigQuery, Cloud Run and Dataflow. Qualifying workloads can be eligible for partner funding.
Directory listing -
Theme engineers and app developers with an app on the Shopify App Store and private builds for Plus merchants.
Our apps
- years building production AI for retail
- 6+
- retailers we have shipped for
- 11
- GMV touched by our systems
- $140M+
- calls a year inference served
- 2.6B
Numbers are rounded. Client case studies are under NDA.
Have a ranking problem your tools can’t solve?
We take on a few retailers at a time. Tell us what is stuck and a senior engineer will reply within one business day.
support@infilimits.com- Reply
- Within one business day
- Engagements
- Project, retainer or fractional ML team
- Based in
- India, working with teams anywhere
- Lead time
- Kick-off in 2 to 4 weeks