Skip to main content

Documentation Index

Fetch the complete documentation index at: https://docs.neuronsearchlab.com/llms.txt

Use this file to discover all available pages before exploring further.

NeuronSearchLab admin console dashboard

​
Welcome to NeuronSearchLab

NeuronSearchLab is a hosted recommendation platform for teams that need personalization, ranking control, and analytics without building the full retrieval stack themselves. Use the Core API or official SDKs from your backend to send catalog data, track events, and fetch recommendations. Use the console to configure contexts, rules, pipelines, model families, experiments, and analytics for the operators who own recommendation quality.

​
Why teams choose NeuronSearchLab

  • Recommendations without the infrastructure rebuild - Hosted indexing, retrieval, ranking, and analytics in one platform.
  • Control for every surface - Configure contexts, filters, rules, model families, and experiments for different pages, campaigns, and user journeys.
  • Developer-friendly integration - Send catalog and event data from your backend, then serve recommendations through the Core API or official SDKs.
  • Operational visibility - Use the console to inspect items, users, events, ranking behavior, and performance trends.
  • Secure by design - Keep tenant data isolated and manage access with product authentication and server-side credentials.

​
How the platform fits together

1

Connect your catalog

Send the item fields your app already knows, such as names, descriptions, and metadata.
2

Capture real-world signals

Track views, clicks, purchases, and custom events so recommendations can reflect real user behavior.
3

Serve recommendations

Ask for recommendations from your backend using the SDKs or Core API for the surface you are rendering.
4

Tune quality over time

Use contexts, rules, pipelines, model families, experiments, and analytics to improve the experience without changing your app every time.

​
Get started

Start by creating an account and generating your API credentials. Then send in your first items and events.

Connect Your Data

Learn how to send item and event data to NeuronSearchLab.

Generate Recommendations

Retrieve personalized results in real time with our simple API.

​
Orchestrate your rankings

The ranking platform gives non-technical operators full control over what gets recommended, to whom, and when — without writing code.

User Segments

Define user cohorts by behaviour, demographics, or item interactions.

Rules Engine

Boost, bury, pin, filter, cap, dedupe, reorder, or group results with scheduled business rules.

A/B Testing

Split traffic between strategies and measure impact with real metrics.

Scenarios

Step-by-step walkthroughs for campaigns, flash sales, and rollouts.

​
Make it yours

NeuronSearchLab is built to be flexible. You can adapt it to your domain, business rules, and frontend experience.

Customize Contexts

Configure retrieval defaults and pre-query filtering for each recommendation surface.

Secure Your Endpoints

Manage access with built-in authentication and OAuth client support.

Core API

View serving, event, and catalog endpoints for application backends.

MCP Integration

Connect NeuronSearchLab to AI assistants like Claude via the Model Context Protocol.

PHP SDK

Install the official Composer package for Laravel and other PHP services.