HivePress is a flexible directory and marketplace builder for WordPress. It models listings, vendors, requests, and reviews as separate custom post types with the hp_ prefix. The default search and filter blocks are well built, but visitors landing on a directory often want to ask a question instead of clicking through facets.

SleekAI maps the HivePress schema natively. The bot reads hp_listing, hp_vendor, and hp_request, along with postmeta like hp_price and hp_status, and the standard hp_listing_category taxonomy. Visitors ask about price, availability, vendor rating, and category in one sentence and the bot replies with two or three matches plus a vendor name.

Generic chatbots cannot do this. They have never seen a HivePress site and have no idea what hp_user means. SleekAI's mapping is built for the HivePress schema, including the extensions for bookings, claim listings, and marketplace transactions, so the bot reads the same data the site renders.

Marketplaces are search problems first and trust problems second. The buyer arrives with a fuzzy need and converts when they trust both the vendor and the price. HivePress's stock search handles facets well, but it asks the buyer to know the facets in advance.

Most buyers do not. They know they want an illustrator who works in watercolor and roughly what their budget is. They do not know what category that maps to or which filter combinations get them there.

A chat collapses the discovery step. The buyer types one sentence and the bot returns two vendors with ratings, lead times, and example prices. The trust step starts in the same conversation because the bot can quote real review text from hp_review.

Marketplace operators see the conversion impact in two places. Buyer-side, more visitors reach the request submission step because they got real answers instead of an empty filter set. Vendor-side, more leads arrive with context attached because the bot already collected the brief in chat.

Both sides benefit from less friction. Over a year, the difference between a marketplace that grows and one that stalls often comes down to how well it handles the unstructured search query at the top of the funnel. SleekAI puts that query handling in front of every HivePress site without disturbing the listing pages, the vendor dashboard, or the review system.

The bot is the interpreter between buyer intent and the well-structured data the marketplace already holds.