Taos Real Estate Market Report Methodology

All numbers reported here come from the following sources:

• Local MLS (Paragon) — the primary feed used by Taos-area brokers for listing, contract, and closing data.
• Weekly data pulls — fresh exports each week that capture active, pending, and closed activity through the most recent week-ending date.
• Historical datasets — running archives of active, sold, expired, and withdrawn listings, used to compute rolling four- and twelve-week windows and to back-fill late activity.

No third-party automated valuation models, no scraped public records, and no estimated prices are mixed into these reports.

Each weekly report follows the same pipeline:

1. MLS pull. Fresh exports of active, pending, and closed listings for Taos County are taken from the Paragon feed at the end of each reporting week.
2. Ingestion. Data is loaded into a structured warehouse with columns and types preserved exactly as exported.
3. Normalization. Rows are de-duplicated, status transitions are reconciled, and class labels (residential, land, commercial, etc.) are aligned across formats.
4. Rolling windows. Four-week and twelve-week aggregates are computed against the actual closing date, including activity that was reported late.
5. Report generation. Headline metrics, narrative, and any neighborhood snapshots are assembled and reviewed before the report is published.

Every step preserves a clear path from the published number back to the underlying MLS row, so interpretation can be checked rather than assumed.

Most of the headline metrics in these reports use rolling four- and twelve-week windows rather than single-week totals. There are two reasons for that.

First, weekly volume is too small in Taos County for a single week to be a reliable signal on its own. A market this size can easily produce a week with two closings and another with twelve. Reading the weekly figure in isolation will routinely give a misleading impression of where the market is actually pointing.

Second, late-reported sales matter. A meaningful share of closings get logged into the MLS days or even weeks after the actual close date. A weekly snapshot taken on Sunday will miss those, then look artificially low; the following week looks artificially high when the late entries land. The rolling windows in these reports are computed against the actual close date, so a late entry is attributed to the week it happened in, not the week it was reported.

The four-week window is for near-term direction. The twelve-week window is the steady read. When both are pointing the same way for two or three reports in a row, the market has actually shifted — not just the weekly mix.

The neighborhood snapshots are zone-level views built on the same pipeline, scoped to a curated set of Taos micro-markets — Town of Taos, El Prado / Blueberry Hill / Colonias, Arroyo Seco / Des Montes / El Salto, Ranchos / Talpa, Weimer, and Country Club.

Because each zone is a smaller subset of the county, sample sizes are lower. A neighborhood with twenty active listings and three sales in a quarter is in a different statistical regime than the countywide market. The snapshots are written to be useful as directional reads — what is actually moving, what is sitting, and how time on market is trending — rather than as tight pricing benchmarks.

Where a sub-area has fewer than three closings in the trailing twelve weeks, sold-side medians and list-to-sale ratios are suppressed in the snapshot rather than reported. Those numbers are not informative on samples that small, and pretending otherwise would be misleading.

Different parts of Taos behave differently. The Town of Taos core does not look like the Arroyo Seco corridor, and Ranchos / Talpa does not look like Weimer. The snapshots are designed to surface those micro-market differences, not paper over them.

A few caveats apply to every report on this site:

• Thin datasets should be read cautiously. A single high-end sale can move the weekly median by hundreds of thousands of dollars, and a single closing can flip a small zone’s months-of-supply figure week over week. Rolling windows help, but they do not eliminate the underlying small-sample reality.
• Some property types have insufficient volume in any given week. Land, condo / townhome, and manufactured / mobile segments often produce too few transactions to draw clean reads from in a Taos weekly window. Where the sample is below three closings, sold pricing signals are suppressed.
• These reports are market analysis, not a formal appraisal or a guarantee of pricing. They are useful context for buyers, sellers, and other professionals working in the Taos market — they are not a substitute for a property-specific appraisal, a comparative market analysis, or a brokerage opinion of value.