AI · Categorization

Stop guessing which category fits

On submission and on import, SDP reads the listing's details and assigns the correct sdp_category from your existing taxonomy. Trained on your taxonomy, not a generic one.

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✦ AI categorized 98% confidence

Listing

Pelican Plumbing · "24-hour emergency repair Tampa…"

Home Services → Plumbing → Emergency

What ships

Inside AI Categorization.

What you get when you switch to AI Categorization.

Trained on YOUR taxonomy

Categorizer reads your sdp_category tree and picks from terms you defined. No random "Other" buckets.

Your taxonomy

Confidence-scored

Low-confidence picks land in Pending Review so you can verify. High-confidence ones auto-assign.

Confidence gate

On submit + import

Runs on every new listing via the form, the CSV import, or the REST API.

Every entry point

Reversible

You can override any AI categorization. Override creates a training signal for future runs.

Override-able

How it works

From install to live in three steps.

1

Define your taxonomy

Set up sdp_category hierarchy via the WP UI.
2

New listings classify themselves

Submission or import → AI picks the right category. High-confidence ones auto-assign.
3

Low-confidence ones queue

Pending Review surfaces the AI's suggestion and you confirm or change it.