Reading a track record well is a skill. It requires knowing which metrics matter, how each one can be distorted, and what questions cut through the presentation to the substance beneath.
The Problem with Taking Agent Sales Records at Face Value
Omitting failed campaigns is the third distortion. An agent track record shows sales. It does not show listings that expired without selling, properties that were withdrawn after prolonged market exposure, or campaigns where the final price came in significantly below the original asking price. Those outcomes exist. They are just not presented.
The result is that two agents with genuinely different performance levels can present track records that look similar to a seller who does not know what questions to ask. The surface presentation - suburb names, sold prices, a headline clearance rate - can be assembled to look almost identical from very different underlying performance histories. The stronger agent has consistent results across a longer period, in the relevant suburb, at the relevant price point, with a low vendor discount rate.
A track record without context is a highlight reel.
How to Interpret Days on Market and Sale Price Data
Days on market measures how long a property was listed before going under contract. A low DOM suggests the campaign generated prompt buyer interest and the offer stage was reached quickly. A high DOM may indicate overpricing, insufficient buyer activity, or a campaign that lost momentum and never recovered. Neither number is meaningful in isolation - context determines what it actually signals. On its own, DOM is incomplete - a property that sold quickly at a large discount from asking price is not a strong result.
In the northern suburbs market, where comparable sales are available and verifiable, sellers can cross-reference agent-presented results against publicly available sold data. That cross-referencing is the most reliable way to verify that the track record being presented reflects the full picture rather than a curated selection.
Numbers without ratios tell you what happened. Ratios tell you how well it was managed.
The Questions That Get Past Polished Sales Data
Ask for the average vendor discount across their recent sales. If the agent presents this voluntarily, it is a positive signal. If they do not, ask for it directly. A vendor discount of one to two percent across a competitive market is a strong result. Five percent or more requires an explanation - either the market was difficult, the pricing was consistently optimistic, or the negotiation was not holding price.
Ask whether any listings in the last twelve months expired or were withdrawn. Ask this question directly, not as part of a longer conversation where it can be absorbed and redirected. The answer and the way it is delivered both carry information. An agent who claims a perfect record across dozens of listings is either extraordinarily fortunate or presenting an incomplete picture.
Most sellers spend more time researching a household appliance than verifying an agent track record. The asymmetry between effort and stakes is the most correctable mistake in the agent selection process.
The one who deflects them is showing you the same behaviour they will show buyers when holding price gets difficult.
What Good Track Record Research Leads to
Track record research does not produce a perfect agent selection. It removes the worst mistakes. The seller who asks for clearance rates, vendor discount averages, and suburb-specific results has eliminated the agents whose polished presentations concealed genuinely poor performance. What remains is a comparison between agents whose numbers hold up to scrutiny - and at that level, the selection comes down to process, communication style, and local knowledge. That is a better problem to have than choosing between an agent with strong data and one with curated data, which is the choice most sellers face when they do not ask the right questions.
Doing the work before signing costs nothing. Not doing it costs more than most sellers expect.