What Expired Listings Actually Tell You
When you Google “real estate agent sales history,” you’re doing the right thing. You want to see what their sales have been, how close they’ve gotten to the listing price, and how many days it took to get the listing to a pending status.
One thing you don’t get to see is how many times an agent’s listing expired, was canceled, or withdrawn. Agents are not very forthcoming with this information. I get it; it’s uncomfortable, the seller didn’t get what they wanted, and it feels like a failure. A strong agent knows how many of their listings in the past 12 months are still sitting or have expired.
An expired listing is usually not about the house. In a functioning market, correctly priced homes sell. When they don’t, it’s usually one of three things. Two are uncomfortable for an agent to talk about.
1. The home was overpriced.
This is the most common cause of an expired listing and the most preventable. Overpricing a home to win the listing is a well-known tactic in real estate. Some agents tell sellers what they want to hear rather than what the data supports, knowing that once they have the listing agreement signed, the seller is locked in.
A home that sits because it’s overpriced goes stale. Buyers start wondering what’s wrong with it. The listing accumulates days on market. Price reductions follow, often erasing any potential gain and then some. By the time the home sells (if it sells), the seller has lost negotiating leverage, time, and often money.
2. The marketing was not effective.
Pricing a home correctly is only half the job. Getting qualified buyers in the door is the other half. An agent with a weak marketing strategy: poor photography, limited online exposure, and no network of buyer’s agents, can price a home perfectly and still watch it expire.
The MLS data doesn’t tell you directly why a listing expired, but patterns in an agent’s track record tell a story. An agent with a 25% failure rate across 40 listings isn’t having a run of bad luck. There’s a pattern.
3. The market shifted unexpectedly.
This is the only cause that’s genuinely out of the agent’s control. And it’s also the rarest. A spike in interest rates, a major employer leaving the area, or broader economic issues can stall listings that were priced and marketed correctly. It happens. But it doesn’t explain a pattern of failures across multiple listings over multiple years.
Why We Built Failure Rate Into Our Algorithm
When we built Sold by Data, we made a deliberate decision to include failure rate as a core metric even though we knew it would make some agents uncomfortable. The reason is simple: We are on the seller’s side.
Most platforms that rank agents rely on agent participation for their business model. They earn money from agents buying leads, paying for placement, or subscribing to premium features. That creates a quiet incentive not to show the data that makes agents look bad. We don’t have that incentive. We earn a referral fee when a transaction closes, which means our success depends entirely on matching sellers with agents who actually perform.
An agent with a high failure rate is a risk to a seller. Showing you that risk is the whole point.
The Bottom Line
The best real estate agents have low failure rates. Not zero, that is impossible. Markets shift, sellers sometimes override good advice, and unusual properties sometimes don’t find their buyer in a given time window. An agent who has listed 50 homes and failed to sell only 3 or 4 of them has demonstrated something meaningful: they price accurately, they market effectively, and they close deals.
Before you sign a listing agreement, ask yourself: Do I know this agent’s failure rate? Do I know how many of their listings quietly disappeared without selling? If the answer is no, you don’t have the full picture.
We pull all of this information from verified data and make sure you know, too.