A real estate market report can look like a wall of numbers: median price, active listings, pending sales, months of supply, days on market, and more. The good news is you do not need to be an economist to use it well. You just need to know which numbers answer the question in front of you.
When I review a report with a buyer or seller, I am not looking for one headline number. I am looking for the relationship between supply, demand, pricing, and speed. Those four pieces tell us whether a market is leaning toward buyers, sellers, or a more balanced negotiation.
Here is the practical way I read a real estate market report for clients in western Pennsylvania and Southwest Florida.
Start With the Time Period and Geography
Before you compare any numbers, make sure the report is measuring the right market. A countywide report can be useful for broad direction, but it may not describe what is happening in your neighborhood, price range, school district, or condo community.
A report for all of Allegheny County, for example, can move differently than Upper St. Clair, Peters Township, or Cranberry Township. The same is true in Florida: a report for Lee County will not necessarily match the conditions in Bonita Springs, Fort Myers, or Cape Coral.
I also check whether the report compares the same month year over year, the prior month, or a rolling 12-month period. Each comparison answers a different question:
- •Year-over-year data shows the larger trend while reducing seasonal noise.
- •Month-over-month data can reveal a recent shift, but it can be volatile.
- •Rolling averages smooth out short-term swings and help identify direction.
A single month is a snapshot. A few months of consistent movement is a trend.
Inventory and Months of Supply Tell You Who Has Leverage
The first number I look for is inventory: how many homes are actively available for sale. Then I pair it with months of supply, which estimates how long it would take to sell the current inventory at the present sales pace if no new listings came on the market.
As a general guide:
| Months of supply | What it often means |
|---|---|
| Under 3 months | Seller-leaning market; buyers face more competition |
| 3 to 5 months | Balanced or transitioning market; strategy matters most |
| Over 6 months | Buyer-leaning market; sellers may need stronger pricing or concessions |
These are guideposts, not rules. A market can have four months of supply overall while a well-priced, move-in-ready home under $400,000 still receives multiple offers. At the same time, a higher-priced property with dated finishes may sit longer even in a seller-leaning market.
For buyers, rising inventory usually means more choices and a little more room to negotiate. For sellers, falling inventory can be an opportunity, especially if comparable homes are scarce. The key is to compare inventory in your exact price band, not just the whole market.
Median Sale Price Shows Direction, Not Your Home's Value
Median sale price is the midpoint of all sales: half sold above it and half sold below it. It is often more useful than average price because a few luxury sales can pull an average upward.
Still, the median is not an appraisal and it is not a pricing recommendation for your home. A median price can rise because more expensive homes sold that month, even if individual home values did not change much. It can also fall because the mix of sales shifted toward smaller homes or condos.
When I use median price data, I ask three questions:
If the median price is up but closed sales are down, the market may simply have had a different mix of homes sell. If prices, pending sales, and sale-to-list ratios are all rising together, that is a stronger sign of demand.
Days on Market Measures Pace and Buyer Confidence
Days on market, often shortened to DOM, measures how long a listing takes to go under contract. Lower DOM generally means buyers are acting quickly. Higher DOM can mean buyers have more choices, prices are ahead of the market, or listings need better presentation.
The most useful comparison is not whether a home has been listed for 10 or 30 days. It is whether that number is moving up or down compared with similar homes.
For example, if the typical home in a community is going under contract in 12 days and a listing has been active for 45, buyers are telling us something. It may be price, condition, location, marketing, or a combination. That does not automatically make it a bargain, but it creates a reason to investigate and negotiate carefully.
For sellers, DOM is a reminder that the first two weeks matter. A home that launches with accurate pricing, strong photography, and a clean showing experience has the best chance to capture the most motivated buyers early.
Sale-to-List Price Reveals How Much Negotiation Is Happening
The sale-to-list price ratio compares the final sale price with the most recent list price. A 100% ratio means homes are generally selling at asking price. A ratio above 100% suggests bidding competition. A ratio below 100% indicates that buyers are negotiating discounts, concessions, or both.
This number is especially helpful because it shows what happened after a home was listed. It is a reality check against asking prices.
Here is how I use it in practice:
- •At or above 100%: Buyers should expect well-priced homes to move quickly and prepare clean, competitive offers.
- •Around 98% to 99%: There may be room to negotiate, but the right offer still depends on condition and competition.
- •Below 98%: Sellers may need to be more flexible, and buyers should study price reductions and days on market.
Always look at the most recent list price when possible. A home that sold at 99% of list price after two reductions tells a different story than a home that sold at 99% of its original price in three days.
Pending Sales Are an Early Signal of Demand
Closed sales tell you what happened weeks ago, because most transactions take time to close. Pending sales are more current: they show homes that recently went under contract.
When pending sales rise, demand may be strengthening. When they fall for several months, the market may be slowing. I compare pending sales with new listings to see whether buyers are absorbing inventory faster than sellers are adding it.
A healthy market can have both rising listings and rising pending sales. That means more homes are coming to market, but buyers are still keeping up. The caution signal is rising inventory paired with falling pending sales and longer days on market. That combination often gives buyers more leverage.
New Listings and Price Reductions Add Context
New listings show how much fresh competition is entering the market. If you are selling, a surge of new listings can make timing and presentation more important. If you are buying, it can create more options and reduce the pressure to chase the first acceptable home.
Price reductions are another useful clue. A growing share of reductions can mean sellers initially priced too aggressively or that buyers are becoming more selective. It does not mean every reduced home is a deal. It does mean you should compare the current price with recent sales, condition, and the home's time on market.
In both Pennsylvania and Florida, the market can vary sharply by property type. Condos, single-family homes, new construction, waterfront properties, and 55-plus communities often respond to different buyer pools and different costs. Read the report that matches the property you are considering.
Put the Numbers Together Before Making a Move
No single metric should decide whether you buy or sell. The strongest conclusions come from patterns.
A seller-leaning pattern might look like this:
- •Inventory and months of supply are falling.
- •Pending sales are rising.
- •Days on market are shortening.
- •Sale-to-list ratios are at or above asking price.
A buyer-leaning pattern might look like this:
- •Inventory is rising.
- •Pending sales are slowing.
- •Days on market are increasing.
- •More listings are reducing price and selling below list price.
A balanced market often sits in the middle. Buyers still need to be prepared, and sellers still need to price accurately. The advantage is that both sides have more time to make thoughtful decisions.
How I Use a Market Report With Clients
For a buyer, I use the report to set expectations before we tour homes. It helps us decide how quickly to act, how much flexibility to build into an offer, and where negotiation is realistic.
For a seller, I use it alongside a detailed comparative market analysis. The report gives us the market backdrop; recent, nearby comparable sales help us set a price that attracts attention without leaving money on the table.
If you are planning a move between Pennsylvania and Florida, the comparison matters even more. You may be selling in one market while buying in another, and the leverage can be different on each side of the transaction. That is where a clear plan makes a real difference.
If you would like help reading the latest numbers for your neighborhood, price range, or relocation plan, call the Jim Roman Group at 724-931-1803. I will help you turn the data into a practical next step.
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Jim Roman
Realtor — Licensed in Pennsylvania & Florida | MBA | Military Relocation Professional
With 30+ years of experience in real estate, construction, and business — and an academic background including an MBA and doctoral-level study — Jim brings unmatched depth to every client relationship.