• MLS® Requirements for Data Licensing when signing up with Repliers

  Explains the two data-licensing paths used during Repliers onboarding—direct authorization for an MLS® participant and separate vendor approval for a technology provider—including broker involvement, per-market agreements, a fixed approved use case, disclosure of vendor customers, and the need for separate subscriptions or permissions when coverage expands; Related terms include “Repliers signup licensing requirements,” “MLS® participant path,” “technology vendor path,” “broker approval,” “approved use case,” “per-market agreement,” “disclose vendor clients,” and “add another MLS®”; Its focus is onboarding policy across markets rather than one board’s application form.Popular

• Compliance Requirements For Using CREA's DDF

  Explains the mandatory display treatment for CREA REALTOR.ca DDF® listings, including use and placement of the Powered by REALTOR.ca® logo, required links back to REALTOR.ca, trademark statements and formatting, and browse-wrap terms so a DDF®-powered site can be prepared for compliance review; Related terms include “CREA DDF® compliance,” “Powered by REALTOR.ca® logo,” “link each listing to REALTOR.ca,” “trademark statement,” “logo placement,” “browse-wrap terms,” and “DDF® compliance review”; Its focus is the CREA-specific display checklist rather than general MLS® compliance across all boards.Few readers

• Compliance Guidelines for Integrating MLS® Data into Websites and Apps

  Summarizes common MLS® display-compliance rules for websites and applications, including brokerage and agent attribution, authentication requirements for sold or restricted data, mandatory disclaimers and terms, proper treatment of listing permissions, and visual separation of MLS® content from public, proprietary or third-party information, while noting that exact rules vary by board; Related terms include “MLS® website compliance,” “brokerage attribution,” “agent attribution,” “sold-data login,” “mandatory disclaimer,” “terms acceptance,” “listing permissions,” and “separate MLS® from third-party data”; It provides broad display guidance, but the exact rules still come from the applicable board.Few readers

• Unacceptable Use Cases of MLS® Data For Vendors

  Defines vendor business models that are generally incompatible with MLS® licensing, including broad consumer marketplaces, direct-to-consumer data products, reports for non-members and products whose core transferable asset is the MLS® dataset, and explains why an agent-facing technology service must remain tied to an approved member use case; Related terms include “unacceptable MLS® use,” “consumer marketplace,” “sell data directly to consumers,” “reports for non-members,” “MLS® data as the vendor’s product,” “resell or transfer the dataset,” and “agent-facing approved use case”; Its focus is identifying business models likely to fail vendor licensing review.Few readers

• I'm a Developer - Can I Build my own public Real Estate Portal using MLS® Data?

  Explains the compliant ownership structure for a developer-built public real-estate portal, where a licensed agent or brokerage genuinely owns, operates, brands and licenses the product and receives its leads, while the developer acts as a technology vendor rather than independently acquiring MLS® data for a consumer marketplace; Related terms include “developer building a public real-estate website,” “who must own the portal,” “agent-branded marketplace,” “brokerage receives the leads,” “developer as vendor,” and “can I license MLS® data myself”; Its focus is the ownership and licensing structure of a member-facing portal.Few readers

• Can I Process MLS® Data Using AI?

  Explains that permission to use MLS® data in AI systems is governed by the applicable MLS® license rather than assumed API access, reviews common uses such as retrieval-augmented generation, embeddings, content generation, valuation and computer vision, and advises obtaining explicit written MLS® approval before processing or training on licensed data; Related terms include “use MLS® data with an LLM,” “RAG,” “embeddings,” “train an AI model,” “generate content from listings,” “computer vision,” “valuation AI,” and “is this permitted”; Its focus is licensing and permission questions, especially where explicit written MLS® approval may be needed before processing licensed data.Few readers

• I want to build a large-scale Public Real Estate Platform

  Explains the legal, licensing, brokerage-partnership, compliance, commercial and technical requirements for a large public real-estate marketplace, emphasizing that Zillow-scale coverage must be negotiated market by market and cannot be created simply by purchasing a general API key or relying on one brokerage’s local MLS® authorization; Related terms include “build a Zillow-like platform,” “national public portal,” “large consumer marketplace,” “brokerage partners in every market,” “MLS® licensing at scale,” “compliance and commercial agreements,” and “one API key for the whole country”; Its focus is feasibility and rollout planning at marketplace scale.Few readers