Week of May 4: Three Seasonal Setups With a Story Behind the Stats
The old Wall Street saying is “Sell in May and go away.” But seasonal traders know the better question is not whether May is good or bad for “the market.” The better question is:
Which stocks have historically attracted buyers at this exact time of year — and what might explain the pattern?
This week’s seasonal screen gives us a strong batch of candidates, but three names stand out because they combine strong historical numbers, liquidity, recognizable business stories, and a believable catalyst path into the early-summer tape.
The broad-market backdrop is important. As of this past Thursday- research day, investors are staring at a packed calendar: a Federal Reserve decision, elevated oil prices, geopolitical tension, and a heavy Big Tech earnings slate. Market sentiment is still being pulled between two forces: enthusiasm around AI-driven earnings growth and concern that AI capex has to start proving itself.
That makes this a good week to be selective. The goal is not to “buy everything with a green seasonal stat.” The goal is to find names where the seasonal record lines up with a logical market narrative.
Top 3 Seasonal Stocks for the Week Ahead
| Rank | Stock | Frequency Higher | Profit Factor | Annualized Return | Data Since | Why It Made the Cut |
| 1 | INTU | 90.9% | 103.25 | 56.1% | 1993 | Best blend of consistency, long history, and late-May earnings narrative |
| 2 | NFLX | 82.6% | 131.77 | 81.6% | 2002 | Huge profit factor, strong liquidity, post-earnings narrative around ads and content |
| 3 | GOOGL | 85.7% | 33.90 | 40.0% | 2004 | Big Tech leadership, AI/Cloud catalyst, Google I/O approaching |
For exact seasonal timing, risk windows, and the full exit plan, readers should log in to SuperSeasonal.com.
Ticker: INTU
Intuit is not usually the name that gets retail traders excited. It is not a meme stock. It is not a moonshot biotech. It is not trying to replace human civilization with robots.
And that is exactly why it is interesting.
The seasonal profile is the cleanest on the list:
INTU has been higher during this seasonal window 90.9% of the time, with data going back to 1993. That is a long sample, and long samples matter. A seasonal pattern from five or six years of data can be interesting, but a pattern that has survived multiple market regimes, recessions, rate cycles, tax cycles, and tech booms deserves a closer look.
The “why” may be tied to Intuit’s calendar.
Intuit owns TurboTax, QuickBooks, Credit Karma, and Mailchimp. This is a business that naturally sits at the intersection of tax season, small-business spending, consumer finance, and software subscriptions. Spring is when investors start to think more clearly about the company’s fiscal third quarter — often the most important seasonal period for its tax-related business.
The company’s last reported quarter also gave the market something to work with: Intuit reported strong fiscal Q2 results and reiterated full-year guidance. Management’s Q3 guidance included 10% revenue growth and non-GAAP EPS of $12.45 to $12.51, according to the company’s prior earnings commentary.
That gives this seasonal setup a logical backbone:
tax-season attention + upcoming earnings anticipation + a historically strong calendar window.
For beginner traders, this is the kind of setup worth studying because the story is not complicated. Intuit is a high-quality software business entering the part of the year when investors tend to pay attention to its most seasonally important segment.
Why it ranks #1: Best consistency on the sheet, strongest long-term seasonal reliability, and a clean earnings-calendar explanation.
Ticker: NFLX
Netflix has one of the most eye-catching numbers in the screen: a profit factor of 131.77. That does not mean the stock goes straight up. It means that, historically, the gains during this seasonal period have overwhelmed the losses by a wide margin.
The seasonal win rate is also strong at 82.6%, with data going back to 2002.
The “why” here may be tied to post-earnings digestion.
Netflix reported Q1 earnings on April 16, beating consensus EPS and revenue estimates. The company reported $12.25 billion of revenue versus expectations of roughly $12.17 billion, and EPS of $1.23 versus consensus near $0.76, according to MarketBeat’s earnings recap. The company also maintained full-year guidance and highlighted a plan to roughly double advertising revenue to about $3 billion.
That matters because Netflix is no longer just a “subscriber count” story. The market is increasingly focused on:
advertising, live events, pricing power, engagement, content returns, and margin expansion.
The stock can be volatile, and traders should respect that. But a post-earnings drift setup can occur when the market initially wrestles with guidance, then gradually re-prices the longer-term story. Netflix has a habit of making investors uncomfortable in the short run while continuing to build a stronger business model underneath.
For a retail trader, the simple takeaway is this:
Netflix may be entering a seasonal window where the stock has historically rewarded patience after the earnings dust settles.
Why it ranks #2: Monster profit factor, deep liquidity, strong recent earnings data, and a clear narrative around ads and monetization.
Alphabet earns the third spot because it checks three boxes at once:
strong seasonal stats, major market relevance, and near-term catalysts.
The seasonal numbers are excellent: 85.7% frequency higher, 33.90 profit factor, and data going back to 2004. The average daily volume is also enormous, which matters for retail traders. Liquid stocks generally make it easier to manage entries, stops, and position sizing.
The current setup, however, is all about expectations.
Alphabet is part of the Big Tech earnings wave, and investors are focused on whether massive AI spending is producing real returns. Analysts and investors are watching Google Cloud, Search, YouTube, AI infrastructure spending, and Gemini-related product momentum. Alphabet’s Q1 report is especially important because the market is no longer giving every AI spender a free pass. It wants proof.
There is also a second catalyst on deck: Google I/O 2026 begins May 19, which could keep attention on Alphabet’s AI product roadmap after the earnings report.
That gives GOOGL an interesting seasonal setup:
earnings reaction + AI sentiment + Google I/O anticipation + strong historical May-to-summer pattern.
The risk is obvious. If the market decides AI spending is too high, or if Cloud growth does not clear expectations, Alphabet could chop around. But the seasonal data says this part of the calendar has historically been favorable.
Why it ranks #3: Strong seasonal profile, high liquidity, Big Tech leadership, and a very clear AI/product catalyst path.
Why Not the Others?
There are several strong names on the list. ALNY, EW, and SNPS all showed impressive seasonal statistics. ALNY had the highest annualized return in the screen, EW had an excellent frequency-higher reading, and SNPS had a strong combination of profit factor and return.
They just did not make the top three for this newsletter because this week’s focus is on names that are easier for beginner-to-average retail traders to understand and monitor. The goal is not only to find strong historical data. The goal is to find strong historical data with a story readers can actually follow.
The Bottom Line
This week’s top three are:
- INTU — the cleanest seasonal consistency story
2. NFLX — the strongest post-earnings drift candidate
3. GOOGL — the Big Tech AI catalyst setup
The market backdrop is not risk-free. Oil, the Fed, earnings, and AI spending concerns are all capable of moving the tape quickly. But that is exactly why seasonality can be useful. It gives traders a watchlist, a historical edge to investigate, and a reason to prepare before the crowd reacts.
For the full seasonal window, including the exact timing and exit plan, log in to SuperSeasonal.com.
Not investment advice. Seasonal patterns are historical tendencies, not guarantees. Always use position sizing, stops, and risk management.
