AI & ML Integrations for Smarter Marketplaces

Plug intelligence into your platform: Smart Sorting for discovery, Smart Pricing for revenue, and a Recommendation Chatbot that guides users to the right listing—fast.

Works with Bookzia’s Core Marketplace Script. Modular add-ons, clear controls, measurable results.

AI Insights • Pricing Forecasts • Recommendations

Operator-First

Built for teams running real inventory and services—optimize at scale without endless manual curation.

Modular & Controllable

Enable modules selectively, set guardrails, and override logic anytime. Keep the final say where it matters.

Measurable ROI

Track uplift with conversion metrics, revenue per session, and time-to-book insights.

Smart Sorting

Let your listings organize themselves. Smart Sorting continuously ranks by real outcomes—click-through, saves, conversion rate, cancellation risk, recency, and availability—so high-performers surface at the right time for the right user.

  • • Adaptive ranking tuned to your niche
  • • Cold-start boosts with safe defaults
  • • Per-category weights & guardrails
  • • A/B hooks to prove impact

Signals it learns from

CTR & Saves
Conversion Rate
Availability
Repeat Bookings
Vendor SLA
Refund Risk

Smart Pricing

AI-driven suggestions based on supply, demand, seasonal trends, lead time, competitor ranges, and booking windows. Use hard floors/ceilings or manual mode while still seeing forecasts.

  • • Dynamic ranges per category & region
  • • Peak/shoulder/off-peak modeling
  • • Event & holiday overrides
  • • Revenue impact reporting

Example Output

ListingCurrentSuggestedForecast Δ
24ft Pontoon$320$349+6–9%
ATV Full Day$180$169–$189+3–5%
Studio Venue hr$65$59–$69Stable

* Forecast ranges shown for illustration.

Recommendation Chatbot

A conversational guide that understands your catalog, availability, and rules. It narrows choices with natural language and turns “browse” into “book”.

  • • Personalized listing suggestions
  • • Context-aware Q&A (policies, fees, locations)
  • • Lead capture & CRM tagging (optional)
  • • Guardrails for category, budget, and date logic
Live Preview
User:
Looking for a boat near Miami for Saturday, under $400.
Chatbot:
I found 3 matches within 20 miles. Two pontoons and one bowrider with morning availability. Want the highest rated option or the lowest price?

Ready to make your marketplace smarter?

Enable Smart Sorting, Smart Pricing, and the Recommendation Chatbot as modular add-ons.

Frequently Asked Questions

Yes. We start with safe defaults and heuristic signals, then progressively enhance as more data accumulates.

Absolutely. You can enable modules per category, set thresholds, or run in “advisory” mode that only suggests actions.

Yes. It can reference your policy data, fees, and terms to reduce back-and-forth and shorten time-to-book.