Revenue science for large portfolios. Built to stand up to scrutiny.
Quibble brings airline-grade revenue science to large STR operators and brands: mathematical optimization, demand forecasting, AI vision, and sentiment in one engine — with the controls, integrations, and partnership an enterprise portfolio needs.
An optimization engine your revenue team can govern.
Most tools stop at a pricing rule. Quibble layers every signal that changes what a night is worth — and gives a large organization the controls to run it with confidence.
Optimization at scale
A pricing model built on revenue-science foundations — solving directly for revenue on every night, proven across large and complex multi-market portfolios.
Controls and governance
Strategy guardrails, role-based access, and reporting that stand up to internal scrutiny — portfolio-level strategy with per-listing overrides.
Dedicated partnership
Hands-on onboarding, integration support, and a team that works the way revenue managers do — not a ticket queue.
Everything a large portfolio needs to price with proof.
Nightly optimization
Demand forecasting, AI vision on listing photos, and review sentiment feed a model that reprices every night across the whole book.
Multi-market strategy
Set strategy at the portfolio or group level with per-listing guardrails — thousands of listings, one coherent revenue policy.
Role-based access
Give analysts, market managers, and leadership the right level of control — and an audit-friendly view of what changed and why.
Custom integrations & API
Beyond standard PMS connections — custom integrations and API access that fit your existing data stack.
Migration & data transfer
Audited, validated migration when you consolidate portfolios or change PMS — no revenue history left behind.
Owner-ready reporting
Defensible, data-backed numbers for owner and stakeholder conversations — the uplift, and the rationale behind it.
From evaluation to portfolio-wide optimization.
A transparent path for large books — integration, governance, and results your team can defend.
Same units, same nights — only the pricing changes.
Real portfolios on Quibble, including 400+ property multi-market operators.
Automated pricing for unique high-value properties with AI Vision Boost.
Read the story →
Quality-based comp sets surfaced the gaps behind flat summer bookings.
Read the story →
Same-store, same months — Quibble grew revenue and nights while a non-Quibble control group didn’t.
Read the story →
Nearly the whole portfolio moved at once — the calendar filled at rate, with ADR holding steady.
Read the story →
Where occupancy has a ceiling, rate is the only lever left — and it grew nights booked anyway.
Read the story →Standard PMS connections — or a custom integration.
Frequently asked questions
Can Quibble handle thousands of listings?
Yes. Quibble is built to optimize pricing across large, multi-market portfolios — strategy set at the portfolio or group level, with per-listing guardrails and overrides.
Do you support custom integrations?
Yes — beyond our standard PMS connections, we support custom integrations and API access for enterprise needs. Connecting your existing systems to Quibble’s pricing and analytics platform is part of what we do.
What support do enterprise customers get?
Enterprise customers get dedicated onboarding, integration support, and an ongoing revenue-management partnership — a team that works the way revenue managers do.
Can you run revenue management for us entirely?
Yes. With our managed revenue management service, a dedicated Quibble revenue manager prices, monitors, and grows your portfolio daily — see the managed service for property managers for the full picture.
What does migration look like for a large portfolio?
We audit your existing data, build a customized migration plan, transfer it securely, and validate accuracy — with transition guidance the whole way. Large books move without losing their revenue history.