> ## Documentation Index
> Fetch the complete documentation index at: https://docs.getclaro.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Getting Started

> Common workflows you can run today — from supplier onboarding to taxonomy improvement to competitive monitoring.

This page walks through the workflows most teams set up first. Each is built from the same primitives — catalogues, operations, and (where helpful) Research Agents — and each produces auditable, scored, reversible changes.

If you're new to the platform, start with the [Quick Start Guide](/quick_start) to set up your first catalogue, then come back here for the recipes.

***

## Workflow 1 · Onboard a new supplier

Bring a supplier's catalog into yours, mapped, validated, enriched, and synced — without manual cleanup.

1. Send the supplier a [Supplier Portal](/modules/onboard) link.
2. Supplier uploads their feed.
3. **Data Source Mapping** matches their SKUs to existing records; unmatched rows are flagged.
4. **Validate Data** checks schema and rule conformance.
5. **Bulk Enrichment** fills gaps from supplier docs, web sources, or model generation.
6. Reviewer approves uncertain items in [Notifications](/notifications).
7. **Push & Sync** publishes to downstream platforms.

Wire steps 3–7 into a single chained pipeline so every supplier upload flows through the same gates.

***

## Workflow 2 · Improve an existing taxonomy

Move from messy free-text categories to a versioned, hierarchical taxonomy.

1. Run [**Analyse**](/modules/analyse) on the catalogue to identify weak coverage.
2. Run **Generate Taxonomy** for a proposed structure.
3. Curate in the [Taxonomy](/taxonomy) surface; publish a new version.
4. **Bulk Enrichment** reassigns records to the new taxonomy with confidence scores.
5. Below-threshold assignments queue for review.

Keep the old taxonomy version live while you migrate — Claro tracks which records are on which version, and roll-back is one click.

***

## Workflow 3 · Monitor competitive drift

Detect when a competitor changes pricing, content, or imagery — and react.

1. Configure [**Monitor → Competitor**](/modules/monitor) with target SKUs and competitor sources.
2. Configure [**Monitor → Price**](/modules/monitor) thresholds for alerts.
3. Anomalies and drifts feed into [Notifications](/notifications) and Slack.
4. **Bulk Enrichment** can update internal listings in response, gated by review.

Most teams start with a small set (e.g. top-100 SKUs) and expand once thresholds are tuned.

***

## Workflow 4 · Find and merge duplicates

Reduce a noisy catalogue to one record per real-world entity.

1. Run **Find Duplicates** on a catalogue.
2. Review clusters in [Similarity & Duplicate](/similarity_duplicate).
3. Approve merges; rejected pairs are remembered as negative examples to refine future matching.

Run Find Duplicates on a schedule once you're happy with the thresholds — new duplicates that arrive via supplier uploads will be caught and queued automatically.

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## Workflow 5 · One-off prospect or supplier list

You don't always need a catalogue. For a list you'll use once, reach for [Research Agents](/research_agents).

1. Open **Research Agents → Find your perfect list**.
2. Describe the entity class and seed criteria.
3. Review the dataset and citations.
4. (Optional) Promote the dataset into a Catalogue if it becomes ongoing.

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## Workflow 6 · Generate SEO-ready content at scale

Replace thousands of weak titles, descriptions, and metadata fields.

1. Run [**SEO Report**](/operations#seo-report-beta) on the catalogue to identify weak fields and per-record opportunities.
2. Configure **Generative Engine** with prompts that reference brand guidelines (Knowledge Base) and target attributes.
3. Run, review the bottom decile by confidence, then raise the auto-apply threshold once you're comfortable.
4. **Push & Sync** publishes the approved content.

***

## What to do next

* For a full tour of every surface, see [Platform Overview](/platform_overview).
* For the operation reference, see [Operations](/operations).
* For governance — confidence, review, rollback — see [Confidence Scoring](/confidence_scoring).
* For pricing and credits, see [Pricing & Credits](/pricing).