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Monitor
Monitor new and existing listings
AI monitors Airbnb and Vrbo listings in your municipality, identifies new listings, and tracks changes to those already observed.
Rental Monitor · From monitoring to city review
AI-driven monitoring. Evidence for every review.
AI-driven monitoring of Airbnb and Vrbo listings across your municipality. Find new short-term rentals, track changes to existing listings, and flag potential permit issues with source-linked evidence.
From monitoring to city review
Monitor. Flag. City review.
MunicipalLens monitors and flags possible issues. Your team reviews the evidence, handles compliance, and documents the outcome.
Flag
Flag possible permit issues
MunicipalLens compares listing details with local permit or registration records and flags missing advertised IDs, possible record mismatches, and details that need a closer look.
City review
Review, document, and decide
Your team reviews flagged listings and handles compliance. Listing captures, comparison results, notes, and decisions stay together in a documented history.
Illustrative interface · sample data
Short-term rental listings
Review queue
R-104Sagebrush Mesa
Needs reviewR-102Mesquite Square
Context neededR-101Canyon Terrace
ReviewedRecord R-104
Registration ID not displayed
Listing captureNo registration ID observed in listing description
Record comparisonID-based record match unavailable
City reviewNo finding or action assigned
A workspace built around the work
From new listing to review record.
Find the listing, see what changed, and open the supporting evidence. Each view keeps the next part of the review close at hand.
Overview
See new and existing listings across your municipality, with changes and open reviews in one view.
Review queue
Find listings that need a closer look. Organize flags by location, review status, and reason for attention.
Sources
Inspect the captured listing, its source and date, and the municipal records used for comparison.
Decisions
Keep review notes, decisions, and follow-up together. Retain earlier observations and updates so the record stays traceable.
Inside a flagged listing
The source. The flag. The history.
A sample ID-display check, with the captured details and record history ready to inspect.
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Listing evidence · R-104
Registration ID not displayed
Sagebrush Mesa · Sample Airbnb listing
Captured listing
Sample description excerpt
Courtyard stay in Sagebrush MesaEntire home · 2 bedrooms · 4 guests. Private courtyard and off-street parking.
- Observed in the capture
- No registration ID observed in listing description
Why it was flagged
- Record set
- Sample municipal records · Aug 27, 2026
- ID-based comparison
- ID-based record match unavailable
- City review
- No finding or action assigned
- Check the live listing and local ID-display requirements.
Record history Aug 28 · UTC
- Listing capturedSource description saved
- ID check recordedNo ID observed in description
- Added to review queueAwaiting city review
Sample content, not a live listing. An unobserved ID is not proof that a permit is missing.
Product questions
Before you get started.
Does a flag mean a property is in violation?
No. A flag identifies a possible mismatch or another question worth reviewing. It is not proof of a violation, and MunicipalLens keeps that distinction visible throughout the workflow.
What can a reviewer inspect?
MunicipalLens keeps the observed listings, municipal registration data, and derived comparison distinguishable. Reviewers can inspect the source context and the reason a record entered the queue before documenting an outcome.
How are decisions preserved?
A reviewer records the decision and its rationale. Earlier source observations and comparisons remain part of the review history, while corrections or updates are recorded rather than silently replacing consequential context.
See it with your process in mind
Walk through a municipal review from start to finish.
See how MunicipalLens fits local registration data and review standards while keeping every source, comparison, and decision traceable.