This page contains several different evidence types, and they should not be treated as interchangeable. Some statements are described as published industry research, some as industry-observed ranges, and some as patterns from managed campaigns. The supplied JSON does not include source URLs for those external claims, so this rewrite preserves the figures but does not upgrade them to independently verified benchmarks.
Edition and period: When a figure is tied to a dated study or report, confirm the edition before using it. Search layouts, portal visibility, inventory conditions, consumer behavior, and brokerage websites change over time. A figure with no documented period should be treated as historical context until the original source is reconciled.
Sample: Ask whether the observation came from consumers, search queries, individual agents, teams, offices, brokerage domains, or a mixed set. A sample drawn from large brokerage sites cannot automatically describe a single-agent site, and a consumer survey cannot be used as if it were clickstream data.
Metric definition: Clarify whether traffic means users, sessions, clicks, or Search Console clicks; whether conversion means a form submission, phone call, qualified inquiry, appointment, signed client, or closed transaction; and whether click-through rate is measured on organic listings, local results, or another search surface.
Attribution: A visitor can discover a brokerage through search and later return through another channel. Last-touch analytics can therefore answer a different question from first-touch or multi-touch attribution. Do not compare lead-source figures unless the attribution rule is consistent.
Market context: A top-10 metro can have different portal competition, brand demand, inventory, and local search behavior from a smaller market. Use market-level comparisons only when the query set and business model are comparable.
Decision rule: Treat an external number as orientation until the original source, methodology, and definition are available. Then compare it with your own baseline before deciding whether the gap represents an opportunity, a measurement difference, or simply a different market.