Editorial updates and corrections

2026-11-05

Corrected Eden Prairie market and property-evidence scope

The Eden Prairie ranking displayed unattributed list-price, days-on-market, commute, population and citywide school-district values alongside unsupported liquidity, inventory, demand and market-speed claims. The unsupported housing snapshot also flowed into the public market dataset.

2026-11-02

Corrected the luxury specialty evidence boundary

The luxury specialty page said every listed profile had demonstrated estate-tier pricing judgment, off-market reach and negotiation results, and it published an unsourced statewide price threshold.

2026-10-31

Corrected Chad Schwendeman team evidence scope

The profile's generic review and price-range fields caused a Zillow team aggregate and team price snapshot to appear as if they described Chad Schwendeman individually, including in Person structured data and public profile exports.

2026-10-29

Corrected the public license-identifier definition

The public data dictionary incorrectly said every exported state license number was published only after a state record was confirmed.

2026-10-27

Corrected Minneapolis market and property-evidence scope

The Minneapolis ranking displayed unattributed list-price, days-on-market, commute, population and single-district values, and the unsupported housing snapshot also flowed into the public market dataset.

2026-10-25

Corrected Orono population and added Census provenance

The Orono city guide and market-data table and downloads incorrectly reported a population of 20,180.

2026-10-03

Corrected Scott Lynch license, review and production scope

The profile lacked an exact source register and current state license result while asserting unsupported career volume, designation, education, prior-employer, solo-model and specialty conclusions.

2026-10-02

Corrected Tom Nicklow license, review and service scope

The profile lacked an exact source register and current state broker result while asserting a solo model, unsupported Angi rating, unreconciled tenure and broad specialty conclusions.

2026-10-01

Corrected transaction-evidence word matching

The evidence audit matched transaction terms as unbounded substrings, causing license phrases such as resident salesperson to inflate transaction-source counts on sixteen profiles.

2026-10-01

Corrected Kyle Furniss license and evidence scope

The profile lacked an exact source register and current state license result while asserting an undocumented solo model, brokerage superlative and Exceptional Properties or Luxury Portfolio affiliation.

2026-09-30

Corrected Edina market and property-evidence scope

The Edina ranking displayed unattributed list-price, days-on-market, commute, population and single-district values alongside unsupported desirability and luxury-market conclusions.

2026-09-24

Corrected Mary Pat Nydahl license and evidence scope

The profile lacked an exact source register and current state license result while presenting unsupported independent-review, price-range, school-specialist and response-speed conclusions.

2026-09-23

Corrected Stu Wood license, production and specialty scope

The profile used an obsolete Homes.com total as market-leading production, asserted an unverified RSPS designation and solo structure, and lacked the current state broker record and attributable review aggregate.

2026-09-22

Corrected Dawn Wieland license, reviews and structure

The profile lacked an exact source register, omitted a current public review aggregate and license record, used an incorrect education-label expansion, and described a solo operating model that the reviewed sources did not establish.

2026-08-20

Corrected Alex Murray, Robert Elliott and Ben Ganje profile evidence

The three profiles contained consequential production, review, tenure, specialty or market claims that were absent from an exact source register or presented team evidence as a named person's own aggregate.

2026-08-20

Removed unsupported rate anchors from the commission calculator

The seller-proceeds calculator opened with prefilled compensation and other-cost percentages that could be mistaken for Minnesota market reference points even though the page labeled them as examples.

2026-08-20

Corrected Excelsior market and local-evidence scope

The Excelsior ranking displayed an unattributed median list price, days-on-market figure, commute estimate and market assertions while area tags could be read as proof of recent local transaction work.

2026-08-19

Corrected Jason Huerkamp and Beth Nordaune evidence scope

The profiles used an unconfirmed first-party license identifier as a current-status answer, mixed team and individual review or production scope, and retained unsupported comparative and historical claims.

2026-08-06

Corrected Dan Hennen review and team scope

The profile used an unattributed Experience.com aggregate, unsupported career-volume and credential claims, and individual-producer language that conflicted with Zillow's team label.

2026-08-04

Corrected Amanda Lumley production and credential scope

The profile published unsupported 900-plus career-closing and $97.6 million five-year totals, unverified designation claims and comparative luxury language without an exact source register.

2026-08-02

Published Daniel Gustafson's current license and 2016 consent order

The profile lacked the current Minnesota Commerce license result and historical consent order while using an unsupported comparative price-band superlative and vague brokerage compensation language.

2026-08-02

Corrected Jeffrey Dewing production and price-range scope

The profile used an open-ended $500,000-plus editorial range and a changing $22 million active-listing snapshot while its RealTrends record omitted current 2025 individual production.

2026-08-02

Corrected Ryan Hanson license and production scope

The profile previously described changing Homes.com totals as career production, used unsupported highest-volume language and presented a first-party attorney claim as a current verified credential.

2026-07-31

Removed unvetted specialty cohorts from ranking inventory

Investment and commercial records said the publisher was still vetting candidates while their profile tags simultaneously generated statewide rankings and, for investment, seven local city rankings.

2026-07-31

Corrected city ranking order to follow the published score

All 12 published city rankings and 31 city-specialty rankings could place a manually curated area match ahead of an agent with a higher five-factor editorial score, despite visible and structured-data claims that numbered order followed the score.

2026-07-31

Corrected prominent profile and compensation evidence scope

Three highly visible profiles overstated or blurred brokerage, price-tier, production, review and team evidence. Five buyer-facing statements also implied a statewide commission norm or no-cost buyer representation.

2026-07-31

Corrected Ben Ganje production scope and ranking claims

The profile previously published $1.5 billion and 1,500-home career totals plus statewide top-three and statewide-leading volume language that its exact source register did not support.

2026-07-29

Corrected unlaunched agent offers and compensation claims

The for-agents page presented planning-stage sponsorship prices, a paid verification add-on, competitor cost illustrations and a response-time promise as though they were active offers. Three buyer-facing answers also implied a typical statewide commission or no-cost representation.

2026-07-28

Corrected and sourced the Amanda Armstrong profile

The profile previously blended an outdated RateMyAgent review count with unsupported review superlatives, award-year claims and unstable production totals while storing no exact claim-level source records.

2026-07-23

Removed an unsupported statewide commission average

The commissions article previously reported a precise Minnesota average and split without a current, representative statewide closing dataset that could establish those figures. We removed the numbers and rewrote the article around documented contract requirements.

2026-07-23

Added claim-level source registers to journal articles

Journal articles now identify their publication date, latest substantive evidence review, research boundary and the dated primary sources supporting material claims.

2026-07-20

Published the normalized profile evidence ledger

Agent evidence is now exported as a separate, field-level ledger with publisher, source type, observation date, verification class and the exact claims each source supports.

2026-07-18

Added ranking provenance and transaction-data boundaries

Ranking pages now explain the five-factor formula, evidence period, editorial judgment, commercial independence and the current absence of a standardized private MLS production feed.