The takeaway
Cars.com Inc shows a pronounced seasonal pattern over 9 years of data — strongest in November (+14.9%) and softest in March (−10.2%).
Right now
In July, the stock has risen 56% of years, averaging +6.3%, about +4.2 pts better than the S&P 500.
The full picture
Cars.com Inc's most dependable month has been November, higher in 8 of 9 years; March has been its least reliable, up just 25% of the time.
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Month by month
The stock's clearest edge over the S&P 500 lands in November (+12.6 pts); it has trailed the market most in March (−11.2 pts).
“vs S&P” is Cars.com Inc’s average for a month minus the S&P 500’s average for that same month — isolating Cars.com Inc’s own seasonal edge from broad market drift.
Reality check
Over the last 5 years, November has closed higher 100% of the time versus 89% across the last 9 years — the pattern is strengthening.
Figures are the typical (median) November return and how often it rose — the last 5 years versus the last 9(the heatmap’s default window). This verdict stays anchored to that 9-year window even if you zoom the chart, so it never disagrees with the badges above.
In plain English
Strip the year back and a single month does the heavy lifting: November, up in 8 of 9 Novembers while the other eleven tend to blur together.
A typical November brings +10.6%, a shade under the +14.9% average. That reliability comes with real swings, mind — even November ranges by 12.7% from year to year, so any single year can land far from the average. Crucially, the gain is the stock's own rather than a rising tide's: November has cleared the S&P 500 by +12.6 points above the index. That consistency sets it apart from the field, where the average stock manages November only about 62% of the time.
A few other months pull their weight: January and April have also closed higher more often than not. At the other end of the calendar, March has been the soft spot — the weakest of 6 months that average a loss (−10.2%), and the edge isn't year-round — the stock has trailed the S&P 500 in March, February, and August. Its roughest month on record was a −52.8% August in 2019 — a reminder of how hard even a seasonal name can fall.
November has now closed higher 7 years running. If anything it has sharpened recently — the last five Novembers run ahead of the earlier years.
The takeaway is less about when to buy than what to expect: November aside, the stock's months offer little reliable tilt. With a short 9-year record and returns that swing hard year to year, the signal is best held loosely.
Short answers on the stock's best month (November), its worst (March), and whether it really trades seasonally.
Yes, to a pronounced degree. Since 2017 its best month (November, +14.9%) has run well ahead of its worst (March, −10.2%) — the heatmap above shows how steady that gap has been year to year.
November has been the strongest, averaging +14.9% and closing higher in 8 of 9 years since 2017.
It's the weakest, averaging −10.2% — historically a soft spot, though it still varies from year to year.
Explore
These names have the strongest July track records on record — a starting point for comparison.
Before you trade