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SMWB vs SPOT
Which Stock Would AI Choose? Similarweb Ltd. (SMWB) vs. Spotify Technology S.A. (SPOT) Stock Comparison
Key Takeaways
- Different scale, different game: Similarweb Ltd. (SMWB) is a small-cap digital data and analytics provider, while Spotify Technology S.A. (SPOT) is a large-cap audio streaming leader.
- Similarweb recently reached its first-ever positive GAAP operating profit and reported net revenue retention back at 100%, supported by larger multi-year enterprise contracts.
- Spotify posted record gross margins and surpassed 300 million premium subscribers, but faces decelerating subscriber growth and rising royalty costs to record labels.
- Recent momentum has favored value-oriented positioning in SMWB versus a roughly 24% one-year pullback in SPOT on valuation concerns.
- Risk profiles diverge: SMWB carries execution and leadership-transition risk, while SPOT carries valuation and content-cost risk.
Introduction
This stock comparison examines two technology companies that are both tied to artificial intelligence narratives, yet operate at opposite ends of the market-capitalization spectrum. Similarweb Ltd. (SMWB) sells digital data and competitive intelligence used by enterprises and AI platforms, while Spotify Technology S.A. (SPOT) is the world's leading audio streaming service. Investors weighing a small-cap AI data play against a large-cap consumer platform may find this relative performance analysis useful. Understanding the contrasting business models, growth drivers, and market positioning of these two names can help clarify where each fits in a diversified portfolio.
SMWB Overview and Recent Performance
Similarweb Ltd. (SMWB) provides digital web and app data, analytics, and competitive intelligence used by businesses to understand traffic, benchmark competitors, and track brand visibility. In recent quarters, the company has pivoted aggressively toward generative AI, launching tools that monitor how brands appear in AI search and chatbot responses across platforms such as ChatGPT, Gemini, and Perplexity.
Recent market activity has reflected a company stabilizing its fundamentals. In its latest quarterly report, Similarweb delivered revenue near the top of guidance and, for the first time in its history, achieved a positive GAAP operating profit (GAAP stands for Generally Accepted Accounting Principles). Net revenue retention (NRR), a measure of how much existing customers continue to spend, returned to 100% overall and reached 107% for its largest customers. The company also signed several multi-year enterprise contracts with total contract value exceeding $60 million. Analysts have responded with an upgrade to Buy from one research firm, while consensus price targets remain well above the current share price. Sentiment has been tempered by an announced CEO succession process and some self-service customer churn, which investors are watching closely.
SPOT Overview and Recent Performance
Spotify Technology S.A. (SPOT) operates the world's largest audio streaming platform across premium and ad-supported tiers, spanning music, podcasts, audiobooks, and video. The company has transformed its financial profile over the past few years, shifting from growth-at-any-cost toward consistent profitability and free cash flow.
Recent performance has been mixed. Spotify recently surpassed 300 million premium subscribers, with premium average revenue per user (ARPU) rising on the back of price increases, and gross margin reached a record level in its latest quarter. However, the stock has pulled back roughly a quarter over the past year as investors reassess its valuation. Analysts have issued a downgrade to Hold citing limited revenue-per-user catalysts and rising royalty obligations to record labels, while others trimmed price targets. Renewing its Joe Rogan partnership and expanding audiobooks to more than 180 markets have provided some positive momentum, but slowing subscriber growth in mature markets and an uncertain advertising recovery remain key investor concerns ahead of the next earnings report.
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Head-to-Head Comparison
These two companies compete for investor attention in fundamentally different ways. Similarweb operates a business-to-business software model selling data subscriptions, with annual recurring revenue (ARR) concentrated in enterprise contracts. Spotify operates a consumer subscription and advertising model driven by hundreds of millions of users. Growth drivers also differ: Similarweb's catalyst is AI-driven demand for its proprietary data, while Spotify's is subscriber monetization and advertising expansion.
On valuation, Spotify trades at a much higher absolute price-to-earnings (P/E) multiple, reflecting its scale and proven profitability, while Similarweb trades at a modest price-to-sales ratio typical of a smaller growth company. Risk factors diverge as well: Similarweb faces execution risk amid a leadership transition and dependence on closing large AI data deals, whereas Spotify faces label royalty costs and competition from well-capitalized rivals such as Apple and Amazon. In short, Similarweb offers a smaller, higher-upside data story, while Spotify offers a scaled, cash-generative platform with more mature growth.
Tickeron AI Verdict
Based on observable factors, Tickeron's AI would likely favor SMWB on relative trend consistency and positioning. Similarweb's return to GAAP profitability, improving NRR, and a stock price trading below its longer-term moving averages and consensus targets suggest a more constructive risk-reward setup for trend-following strategies. Spotify's larger scale and cash generation are attractive, but its recent downgrades, decelerating subscriber growth, and elevated valuation create a less clearly favorable technical profile. This is a probabilistic assessment of market positioning rather than a statement of intrinsic value.
Disclaimer
The information on this webpage is provided for general informational and educational purposes only and is not intended as investment advice, a recommendation to purchase or sell any security, or an offer or solicitation related to investments. It does not consider your personal financial situation, goals, or risk profile, and all investing carries inherent risks, including the possibility of losing your entire investment. For more details, please review our full disclaimer.
To compare these two companies we present long-term analysis, their fundamental ratings and make comparative short-term technical analysis which are presented below. The conclusion is SMWB is a Hold and SPOT is a StrongBuy.
SMWB in downward trend: price may drop because broke its higher Bollinger Band on October 09, 2026
SMWB broke above its upper Bollinger Band on October 09, 2026. This could be a sign that the stock is set to drop as the stock moves back below the upper band and toward the middle band. You may want to consider selling the stock or exploring put options. The A.I.dvisor looked at 35 similar instances where the stock broke above the upper band. In 32 of the 35 cases the stock fell afterwards. This puts the odds of success at 90%.
Technical Analysis (Indicators)
Bearish Trend Analysis
The Stochastic Oscillator may be shifting from an upward trend to a downward trend. In 40 of 56 cases where SMWB's Stochastic Oscillator exited the overbought zone, the price fell further within the following month. The odds of a continued downward trend are 71%.
The Momentum Indicator moved below the 0 level on November 03, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on SMWB as a result. In 72 of 87 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 83%.
The Moving Average Convergence Divergence Histogram (MACD) for SMWB turned negative on November 02, 2026. This could be a sign that the stock is set to turn lower in the coming weeks. Traders may want to sell the stock or buy put options. Tickeron's A.I.dvisor looked at 46 similar instances when the indicator turned negative. In 38 of the 46 cases the stock turned lower in the days that followed. This puts the odds of success at 83%.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where SMWB declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 84%.
The Aroon Indicator for SMWB entered a downward trend on October 07, 2026. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.
Bullish Trend Analysis
SMWB moved above its 50-day moving average on October 19, 2026 date and that indicates a change from a downward trend to an upward trend.
The 10-day moving average for SMWB crossed bullishly above the 50-day moving average on October 14, 2026. This indicates that the trend has shifted higher and could be considered a buy signal. In 12 of 15 past instances when the 10-day crossed above the 50-day, the stock continued to move higher over the following month. The odds of a continued upward trend are 80%.
Following a +1.26% 3-day Advance, the price is estimated to grow further. Considering data from situations where SMWB advanced for three days, in 211 of 283 cases, the price rose further within the following month. The odds of a continued upward trend are 75%.
Fundamental Analysis (Ratings)
The Tickeron Price Growth Rating for this company is 35 (best 1 - 100 worst), indicating steady price growth. SMWB’s price grows at a higher rate over the last 12 months as compared to S&P 500 index constituents.
The Tickeron Valuation Rating of 57 (best 1 - 100 worst) indicates that the company is fair valued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (34.146) is normal, around the industry mean (-2.611). P/E Ratio (-35.240) is within average values for comparable stocks, (15.348). Projected Growth (PEG Ratio) (0.000) is also within normal values, averaging (2.824). Dividend Yield (0.000) settles around the average of (0.067) among similar stocks. P/S Ratio (2.449) is also within normal values, averaging (70.854).
The Tickeron PE Growth Rating for this company is 81 (best 1 - 100 worst), pointing to worse than average earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.
The Tickeron SMR rating for this company is 98 (best 1 - 100 worst), indicating weak sales and an unprofitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.
The Tickeron Profit vs. Risk Rating rating for this company is 100 (best 1 - 100 worst), indicating that the returns do not compensate for the risks. SMWB’s unstable profits reported over time resulted in significant Drawdowns within these last five years. A stable profit reduces stock drawdown and volatility. The average Profit vs. Risk Rating rating for the industry is 94, placing this stock worse than average.
SPOT in upward trend: 10-day moving average moved above 50-day moving average on October 19, 2026
The 10-day moving average for SPOT crossed bullishly above the 50-day moving average on October 19, 2026. This indicates that the trend has shifted higher and could be considered a buy signal. In 10 of 12 past instances when the 10-day crossed above the 50-day, the stock continued to move higher over the following month. The odds of a continued upward trend are 83%.
Technical Analysis (Indicators)
Bullish Trend Analysis
The Momentum Indicator moved above the 0 level on October 07, 2026. You may want to consider a long position or call options on SPOT as a result. In 68 of 87 past instances where the momentum indicator moved above 0, the stock continued to climb. The odds of a continued upward trend are 78%.
The Moving Average Convergence Divergence (MACD) for SPOT just turned positive on October 08, 2026. Looking at past instances where SPOT's MACD turned positive, the stock continued to rise in 40 of 53 cases over the following month. The odds of a continued upward trend are 75%.
SPOT moved above its 50-day moving average on October 20, 2026 date and that indicates a change from a downward trend to an upward trend.
Following a +5.66% 3-day Advance, the price is estimated to grow further. Considering data from situations where SPOT advanced for three days, in 270 of 347 cases, the price rose further within the following month. The odds of a continued upward trend are 78%.
The Aroon Indicator entered an Uptrend today. In 245 of 302 cases where SPOT Aroon's Indicator entered an Uptrend, the price rose further within the following month. The odds of a continued Uptrend are 81%.
Bearish Trend Analysis
The RSI Indicator demonstrated that the stock has entered the overbought zone. This may point to a price pull-back soon.
The Stochastic Oscillator has been in the overbought zone for 2 days. Expect a price pull-back in the near future.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where SPOT declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 66%.
SPOT broke above its upper Bollinger Band on October 22, 2026. This could be a sign that the stock is set to drop as the stock moves back below the upper band and toward the middle band. You may want to consider selling the stock or exploring put options.
Fundamental Analysis (Ratings)
The Tickeron SMR rating for this company is 23 (best 1 - 100 worst), indicating very strong sales and a profitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.
The Tickeron Price Growth Rating for this company is 37 (best 1 - 100 worst), indicating steady price growth. SPOT’s price grows at a higher rate over the last 12 months as compared to S&P 500 index constituents.
The Tickeron Profit vs. Risk Rating rating for this company is 42 (best 1 - 100 worst), indicating well-balanced risk and returns. The average Profit vs. Risk Rating rating for the industry is 93, placing this stock slightly better than average.
The Tickeron Valuation Rating of 85 (best 1 - 100 worst) indicates that the company is significantly overvalued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: SPOT's P/B Ratio (15.389) is very high in comparison to the industry average of (1.069). P/E Ratio (38.649) is within average values for comparable stocks, (-42.791). Projected Growth (PEG Ratio) (1.407) is also within normal values, averaging (17.274). Dividend Yield (0.000) settles around the average of (0.985) among similar stocks. P/S Ratio (5.491) is also within normal values, averaging (71.888).
The Tickeron PE Growth Rating for this company is 96 (best 1 - 100 worst), pointing to worse than average earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.
SPOT | ||
|---|---|---|
OUTLOOK RATING 1..100 | 40 | |
VALUATION overvalued / fair valued / undervalued 1..100 | 85 Overvalued | |
PROFIT vs RISK RATING 1..100 | 42 | |
SMR RATING 1..100 | 23 | |
PRICE GROWTH RATING 1..100 | 37 | |
P/E GROWTH RATING 1..100 | 96 | |
SEASONALITY SCORE 1..100 | n/a |
Tickeron ratings are formulated such that a rating of 1 designates the most successful stocks in a given industry, while a rating of 100 points to the least successful stocks for that industry.
| SMWB | SPOT | |
|---|---|---|
| RSI ODDS (%) | N/A | 2 days ago 73% |
| Stochastic ODDS (%) | 2 days ago 71% | 2 days ago 63% |
| Momentum ODDS (%) | 2 days ago 83% | 2 days ago 78% |
| MACD ODDS (%) | 2 days ago 83% | 2 days ago 75% |
| TrendWeek ODDS (%) | 2 days ago 83% | 2 days ago 81% |
| TrendMonth ODDS (%) | 2 days ago 81% | 2 days ago 81% |
| Advances ODDS (%) | 2 days ago 75% | 2 days ago 78% |
| Declines ODDS (%) | 4 days ago 84% | 9 days ago 66% |
| BollingerBands ODDS (%) | 2 days ago 90% | 2 days ago 62% |
| Aroon ODDS (%) | 2 days ago 87% | 2 days ago 81% |
Long-Term Analysis
It is best to consider a long-term outlook for a ticker by using Fundamental Analysis (FA) ratings. The rating of 1 to 100, where 1 is best and 100 is worst, is divided into thirds. The first third (a green rating of 1-33) indicates that the ticker is undervalued; the second third (a grey number between 34 and 66) means that the ticker is valued fairly; and the last third (red number of 67 to 100) reflects that the ticker is overvalued. We use an FA Score to show how many ratings show the ticker to be undervalued (green) or overvalued (red).
SMWB’s FA Score shows that 0 FA rating(s) are green while SPOT’s FA Score has 1 green FA rating(s).
- SMWB’s FA Score: 0 green, 5 red.
- SPOT’s FA Score: 1 green, 4 red.
Short-Term Analysis
It is best to consider a short-term outlook for a ticker by using Technical Analysis (TA) indicators. We use Odds of Success as the percentage of outcomes which confirm successful trade signals in the past.
If the Odds of Success (the likelihood of the continuation of a trend) for each indicator are greater than 50%, then the generated signal is confirmed. A green percentage from 90% to 51% indicates that the ticker is in a bullish trend. A red percentage from 90% - 51% indicates that the ticker is in a bearish trend. All grey percentages are below 50% and are considered not to confirm the trend signal.
SMWB’s TA Score shows that 3 TA indicator(s) are bullish while SPOT’s TA Score has 6 bullish TA indicator(s).
- SMWB’s TA Score: 3 bullish, 6 bearish.
- SPOT’s TA Score: 6 bullish, 4 bearish.
Price Growth
SMWB (@Packaged Software) experienced а -3.19% price change this week, while SPOT (@Internet Software/Services) price change was +16.58% for the same time period.
The average weekly price growth across all stocks in the @Packaged Software industry was -3.16%. For the same industry, the average monthly price growth was -4.89%, and the average quarterly price growth was -3.57%.
The average weekly price growth across all stocks in the @Internet Software/Services industry was -2.30%. For the same industry, the average monthly price growth was -2.07%, and the average quarterly price growth was -15.99%.
Reported Earning Dates
SMWB is expected to report earnings on Nov 17, 2026.
SPOT is expected to report earnings on Feb 09, 2027.
Industries' Descriptions
@Packaged Software (-3.16% weekly)Packaged software comprises multiple software programs bundled together and sold as a group. For example, Microsoft Office includes multiple applications such as Excel, Word, and PowerPoint. In some cases, buying a bundled product is cheaper than purchasing each item individually[s20] . Microsoft Corporation, Oracle Corp. and Adobe are some major American packaged software makers.
@Internet Software/Services (-2.30% weekly)Companies in this industry typically license software on a subscription basis and it is centrally hosted. Such products usually go by the names web-based software, on-demand software and hosted software. Cloud computing has emerged as a major force in this space, making it possible to save files to a remote database (without requiring them to be saved on local storage device); as long as a device has access to the web, it can access the data and the software programs to run it. This has in many cases facilitated cost efficiency, speed and security of data for businesses and consumers. Alphabet Inc., Facebook, Inc. and Yahoo! Inc. are some well-known names in the internet software/services industry.
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SMWB and
Correlation & Price change
A.I.dvisor indicates that over the last year, SMWB has been loosely correlated with TDC. These tickers have moved in lockstep 50% of the time. This A.I.-generated data suggests there is some statistical probability that if SMWB jumps, then TDC could also see price increases.
| Ticker / NAME | Correlation To SMWB | 1D Price Change % | ||
|---|---|---|---|---|
| SMWB | 100% | +0.69% | ||
| TDC - SMWB | 50% Loosely correlated | +2.94% | ||
| TWLO - SMWB | 45% Loosely correlated | -0.13% | ||
| DASH - SMWB | 44% Loosely correlated | +8.33% | ||
| CPAY - SMWB | 44% Loosely correlated | +2.96% | ||
| TBLA - SMWB | 44% Loosely correlated | -19.41% | ||
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SPOT and
Correlation & Price change
A.I.dvisor indicates that over the last year, SPOT has been loosely correlated with DASH. These tickers have moved in lockstep 45% of the time. This A.I.-generated data suggests there is some statistical probability that if SPOT jumps, then DASH could also see price increases.
| Ticker / NAME | Correlation To SPOT | 1D Price Change % | ||
|---|---|---|---|---|
| SPOT | 100% | +4.59% | ||
| DASH - SPOT | 45% Loosely correlated | +8.33% | ||
| SMWB - SPOT | 43% Loosely correlated | +0.69% | ||
| TWLO - SPOT | 39% Loosely correlated | -0.13% | ||
| TEAD - SPOT | 34% Loosely correlated | N/A | ||
| YELP - SPOT | 28% Poorly correlated | +11.20% | ||
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