Crypto Basics

Will Bitcoin Go Back Up? - A Comprehensive Analysis

Delve into a detailed analysis of Bitcoin to uncover whether BTC will go back up or not. Explore the factors that can impact its future price.
Marcus K
6 Minutes
MIN

In the unpredictable world of cryptocurrencies, Bitcoin is the oldest and the most valuable. Its price chart is a rollercoaster ride, with exhilarating highs followed by startling lows. The question on every investor's mind is, "Will Bitcoin go back up?"

In this article, we will delve into the various factors that can influence the price of Bitcoin and provide a comprehensive analysis of its price prediction for the coming years.

Bitcoin Overview

Bitcoin, the pioneer of cryptocurrencies, was introduced to the financial market in 2009. The first significant leap in its price happened in July 2010, when it rose to $0.09. The journey from there to its all-time high of around $68,000 in November 2021 has been extraordinary.

However, the joy was short-lived as Bitcoin's value plunged to around $16,700 by mid-November 2022, a staggering 70% drop from its peak. But even at this low, Bitcoin's value was significantly higher than its 2019 prices.

Current Performance of Bitcoin

As of November 2023, Bitcoin has somewhat rebounded and is trading around $36,500, recovering more than $10,000 since the beginning of the year. 

This price movement has reignited the discussion about Bitcoin's future and the factors that could influence it.

What Pushed Bitcoin Down?

Several factors contributed to Bitcoin's dramatic fall in 2022. 

The global economy had a turbulent year, with high levels of inflation leading the Federal Reserve to implement a series of aggressive rate hikes. 

Higher interest rates make borrowing more expensive and reduce spending, which can lead to investors selling off their assets.

Furthermore, the crypto market was riddled with bad press due to the collapse of the crypto exchange FTX, resulting in a loss of over $1 billion in consumer funds. This incident significantly affected investor confidence in crypto-assets.

Geopolitical tensions, mainly the war between Ukraine and Russia and the uncertainty surrounding the U.S. mid-term elections, also influenced the economic instability, likely influencing Bitcoin's price decline.

The debate around Bitcoin's inherent value also persists. While some investors view Bitcoin as a long-term store of value, others believe another coin, such as Ethereum, might surpass Bitcoin's usefulness.

Also Read - Is Bitcoin Dead?

What Factors Could Cause Bitcoin to Go Up?

Several variables could potentially lead to a rise in Bitcoin's price:

  • Lower interest rates: If there is a decrease in interest rates, investors may find themselves more inclined to put their money into assets that carry a higher level of risk, such as digital currencies like Bitcoin.
    ‍
  • Expected Approval of First Spot Bitcoin ETF: The Bitcoin surge is driven by the hopeful expectation that U.S. regulators are about to approve the first spot Bitcoin ETF. This approval is expected to attract interest from retail and institutional investors in cryptocurrencies, marking a significant step in the mainstream acceptance of digital assets.
  • Reduced recession threat: If the threat of an economic downturn starts to fade, the attractiveness of high-risk assets, particularly cryptocurrencies like Bitcoin, might see a positive upward trend.
  • Changes in federal regulation: Any action taken by the federal government regarding crypto regulation could impact Bitcoin's price.
    ‍
  • Wider acceptance of crypto: If an increasing number of individuals begin to embrace cryptocurrency as a means to store and transfer their wealth, the value of Bitcoin could continue to experience an upward trajectory.

Impact of Bitcoin Halving

Bitcoin halving, which is a process where miners' reward for mining new blocks is halved, is another factor that could influence the price of Bitcoin.

This particular event, which is anticipated to occur in the year 2024, has historically been associated with a significant increase in the value of Bitcoin. 

This event has often led to a surge in Bitcoin's price, making it a key factor to watch in the cryptocurrency's valuation.

When Will Bitcoin Go Back Up?

Predicting Bitcoin's future is a challenging endeavor due to its volatile nature. However, easing macroeconomic conditions and recent troubles in centralized banking have led to a rebound in Bitcoin's value.

If the cooling off of inflation continues and interest rates potentially lower later this year, experts are hopeful of a continued upward trend.

Let's delve into the much-awaited Bitcoin price predictions now. 

According to Ian Balina's detailed examination, Bitcoin can potentially escalate to an impressive $150,000 during the upcoming bull run. Bitcoin's price hovering around $36,000 signifies an enticing 4.5x return on investment.

When will Bitcoin Go Back Up?

Despite the argument that the return on investment diminishes with each cycle, it is crucial to acknowledge that the profits remain substantial. An investment in Bitcoin amidst the bull run could reap lucrative profits.

However, the ultimate wealth-generation opportunities reside in pinpointing promising altcoins that outshine the market.

The Bottom Line

While Bitcoin is currently experiencing a rebound, investors must brace themselves for the extreme volatility associated with crypto-assets. It's important to remember that investing in crypto involves a high risk, and one should only invest what they can afford to lose.

Despite the risks, opportunities to earn passive income with Bitcoin, such as crypto staking, crypto lending, and crypto royalties, exist.

The crypto market's vibrant energy is undeniable, and Bitcoin, as its forerunner, will likely continue to play a significant role in shaping its future. So, will Bitcoin go back up? The signs point to a positive trajectory, but only time will tell.

Frequently Asked Questions

Q1. Why did Bitcoin's value decrease in 2022?

Several factors contributed to Bitcoin's price decline, including high inflation levels, aggressive rate hikes by the Federal Reserve, and the collapse of the FTX crypto exchange.

Q2. What could cause Bitcoin's price to increase?

Factors like lower interest rates, reduced threat of recession, changes in federal regulation, and broader acceptance of crypto could cause Bitcoin's price to rise.

Q3. What is Bitcoin halving?

Bitcoin halving is a process where the reward for mining new blocks is halved, thereby reducing the rate at which new Bitcoin is created.

Q4. Is it safe to invest in Bitcoin?

Investing in Bitcoin involves a high level of risk due to its extreme volatility. Therefore, one should only invest what they can afford to lose.

Q5. Can I earn passive income with Bitcoin?

Yes, opportunities to earn passive income with Bitcoin, such as crypto staking, crypto lending, and crypto royalties, exist.

Q6. Will Bitcoin's price continue to rebound?

While current signs point to a positive trajectory, predicting Bitcoin's future price is challenging due to its volatile nature, but many experts believe that the price of BTC will increase in the long term.

Q7. How does Bitcoin compare to other cryptocurrencies?

While Bitcoin is the oldest and most valuable cryptocurrency, other coins like Ethereum may surpass its usefulness.

Q8. How does Bitcoin halving impact its price?

Historically, the halving of Bitcoin, a significant event in cryptocurrency trading, has consistently resulted in a marked increase in Bitcoin's value, indicating its strong resilience despite market fluctuations.

Disclaimer

The information provided on this website does not constitute investment advice, financial advice, trading advice, or any other advice, and you should not treat any of the website's content as such.

Token Metrics does not recommend that any cryptocurrency should be bought, sold, or held by you. Conduct your due diligence and consult your financial advisor before making investment decisions.

Build Smarter Crypto Apps &
AI Agents in Minutes, Not Months
Real-time prices, trading signals, and on-chain insights all from one powerful API.
Grab a Free API Key
Token Metrics Team
Token Metrics Team

Recent Posts

Research

What Is Shiba Inu? A Complete Guide to the Meme Coin in 2025

Token Metrics Team
6 min
MIN

Introduction: From Meme to Major Player

Shiba Inu (SHIB) started in 2020 as a meme coin inspired by Dogecoin, but in a few short years, it has evolved into one of the largest and most recognizable cryptocurrencies in the world. Initially dismissed as a joke, Shiba Inu has since built an entire ecosystem of decentralized products, proving that meme coins can grow beyond viral popularity.

In 2025, Shiba Inu continues to maintain a massive community, a growing ecosystem, and a spot among the top cryptocurrencies by market cap. This article explores what Shiba Inu is, how its ecosystem works, its investment potential, and how platforms like Token Metrics can help analyze SHIB effectively.

What Is Shiba Inu (SHIB)?

Shiba Inu (SHIB) is an Ethereum‑based token designed to be an experiment in decentralized community building. Dubbed the “Dogecoin killer,” SHIB quickly gained traction thanks to its strong community (the SHIBArmy), viral marketing, and accessibility across major exchanges.

Unlike Bitcoin or Ethereum, SHIB is not a blockchain in itself—it’s an ERC‑20 token that runs on the Ethereum network.

The Shiba Inu Ecosystem

Since its launch, Shiba Inu has expanded far beyond being just a meme token. Its ecosystem now includes:

  1. ShibaSwap:
    A decentralized exchange (DEX) that allows users to swap, stake, and earn rewards with SHIB and other tokens.

  2. LEASH & BONE Tokens:
  • LEASH: A token with a limited supply, used for providing liquidity and earning rewards.
  • BONE: The governance token for ShibaSwap, giving users voting rights on ecosystem decisions.
  1. Shibarium:
    Shiba Inu’s own Layer 2 blockchain, designed to improve scalability, reduce transaction fees, and expand use cases for SHIB.

  2. NFTs & Metaverse:
    The Shiba Inu Metaverse offers virtual land sales and interactive experiences, expanding the project into Web3.

Why Is Shiba Inu So Popular?

1. Strong Community (SHIBArmy):
One of the most active and loyal crypto communities drives the project’s growth.

2. Accessibility:
Listed on most major exchanges, SHIB is easy for new investors to buy.

3. Low Entry Point:
With its large supply and low price per token, SHIB appeals to retail investors looking for affordable exposure.

4. Viral Marketing:
Its meme‑driven branding keeps it relevant and highly visible in social media trends.

How Shiba Inu Works

As an ERC‑20 token, SHIB benefits from the security and scalability of the Ethereum blockchain. The ecosystem uses:

  • Staking: Users can stake SHIB and earn rewards in BONE or LEASH.
  • Burning Mechanisms: Ongoing SHIB token burns aim to reduce the circulating supply, potentially increasing scarcity over time.
  • Shibarium: This Layer 2 solution significantly reduces gas fees for transactions and dApp activity, making SHIB more practical for real‑world use cases.

Shiba Inu vs. Dogecoin

Although both are dog‑themed meme coins, they differ significantly:

  • Technology: SHIB runs on Ethereum, allowing for smart contracts; Dogecoin uses its own blockchain with limited utility.
  • Ecosystem: SHIB has DeFi (ShibaSwap), governance (BONE), and a metaverse presence; Dogecoin lacks this depth.
  • Tokenomics: SHIB has a massive circulating supply with an active burn program, while Dogecoin does not cap its supply.

In 2025, Shiba Inu’s ecosystem gives it a competitive edge over Dogecoin in terms of utility.

Investment Potential in 2025

Shiba Inu’s price has experienced extreme volatility since launch, but it remains a top‑20 cryptocurrency by market cap.

Growth drivers include:

  • The launch and adoption of Shibarium for cheaper, faster transactions.
  • Increased token burns, reducing supply over time.
  • Expanded ecosystem utility via DeFi, NFTs, and metaverse integrations.

For investors, SHIB offers speculative upside, but it’s best approached as part of a diversified portfolio.

Risks of Investing in Shiba Inu

While SHIB has strong community support, it carries notable risks:

  • High Volatility: Prices can swing wildly in short periods.
  • Speculative Nature: Despite ecosystem growth, much of SHIB’s value still comes from community sentiment.
  • Competition: Other meme coins and new Layer 2 solutions could challenge SHIB’s relevance.
  • Regulatory Concerns: As with other tokens, evolving crypto regulations could impact SHIB’s future.

Using Token Metrics for SHIB Analysis

Investing in Shiba Inu requires data‑driven decision‑making, and that’s where Token Metrics comes in:

  • AI‑Powered Ratings: Evaluates SHIB based on technical, fundamental, and sentiment data.
  • On‑Chain Analytics: Tracks wallet activity, Shibarium growth, and token burns.
  • Narrative Detection: Identifies emerging trends in meme coins and Layer 2 ecosystems.
  • Portfolio Optimization: Helps investors balance SHIB exposure with other assets.

This AI‑driven approach helps investors separate hype from sustainable growth.

Practical Tips for Shiba Inu Investors

  1. Stake Your SHIB: Earn passive income through ShibaSwap.
  2. Monitor Shibarium: Watch for ecosystem growth that can impact SHIB’s value.
  3. Set Realistic Goals: Treat SHIB as a speculative play—take profits when targets are met.
  4. Diversify: Combine SHIB with strong fundamentals like Ether (ETH) or AI‑driven tokens like Token Metrics AI (TMAI).

The Future of Shiba Inu

In 2025, Shiba Inu aims to transition from meme coin to multi‑utility ecosystem, expanding its role in DeFi, metaverse applications, and Layer 2 scaling solutions. Its success will depend on community engagement, continued innovation, and adoption of Shibarium.

Conclusion

Shiba Inu has proven that meme coins can evolve into meaningful projects. With its Layer 2 network, DeFi ecosystem, and strong community, SHIB is more than just internet hype—it’s a project with growing utility and staying power.

For investors, pairing SHIB exposure with AI‑powered insights from Token Metrics provides a smarter way to navigate the volatility of meme coins while capitalizing on their growth potential.

Research

What Is Ether? A Complete Guide to Ethereum’s Native Token in 2025

Token Metrics Team
6 min
MIN

Introduction: Understanding Ether (ETH)

Ether (ETH) is the native cryptocurrency of the Ethereum blockchain, powering one of the most influential ecosystems in the crypto world. Since its launch in 2015, Ethereum has evolved from a simple smart contract platform into a global hub for decentralized finance (DeFi), NFTs, real‑world asset tokenization (RWA), and blockchain‑based applications.

In 2025, Ether remains a cornerstone of crypto portfolios, offering not only investment potential but also utility within Ethereum’s constantly expanding network. This article breaks down what Ether is, how it works, why it’s valuable, and how platforms like Token Metrics help investors analyze ETH effectively.

What Is Ether?

Ether (ETH) is the cryptocurrency used to pay for transactions, smart contract execution, and services on the Ethereum network. While Bitcoin is often referred to as “digital gold,” Ether functions as both a digital asset and a fuel (commonly called “gas”) for running decentralized applications (dApps).

Key roles of Ether:

  • Transaction Fees (Gas): Users pay ETH to interact with the blockchain.
  • Smart Contract Execution: Developers use ETH to deploy and run decentralized applications.
  • Staking & Security: ETH powers Ethereum’s Proof of Stake (PoS) consensus, rewarding validators who secure the network.
  • Store of Value: Like Bitcoin, ETH is also held as a long‑term investment by institutions and retail investors.

How Ethereum Works

Ethereum is a decentralized, programmable blockchain that allows developers to create and deploy dApps. It introduced smart contracts—self‑executing agreements that operate without intermediaries.

In 2022, Ethereum completed The Merge, transitioning from Proof of Work (PoW) to Proof of Stake (PoS). This shift reduced energy consumption by over 99% and enabled ETH holders to stake their tokens to earn passive rewards.

Why Ether Matters in 2025

Ether remains one of the most versatile and valuable cryptocurrencies in the market:

  1. DeFi Dominance:
    Ethereum powers most decentralized finance protocols, with billions of dollars locked in apps for lending, borrowing, and yield farming.

  2. NFT Ecosystem:
    Ethereum remains the leading blockchain for non‑fungible tokens (NFTs), supporting major marketplaces and artists.

  3. Enterprise Adoption:
    Businesses use Ethereum for tokenizing real‑world assets, executing private smart contracts, and building blockchain‑based supply chains.

  4. Investment Potential:
    ETH continues to be a top‑performing asset, appealing to long‑term HODLers and institutional investors.

The Role of Ether in DeFi

In 2025, Ethereum continues to dominate the decentralized finance (DeFi) space. DeFi protocols like Uniswap, Aave, and MakerDAO run on Ethereum, using Ether as collateral or for gas fees.

Why this matters for investors:

  • ETH demand grows as DeFi expands.
  • Holding ETH grants access to liquidity pools, lending platforms, and yield farming opportunities.

How to Buy and Store Ether

1. Buying ETH:
Ether is available on major crypto exchanges such as Coinbase, Binance, and decentralized platforms like Uniswap.

2. Storing ETH:
Use:

  • Hot Wallets: Convenient for frequent transactions (e.g., MetaMask).
  • Cold Wallets: Hardware wallets like Ledger or Trezor for secure long‑term storage.

3. Staking ETH:
Stake ETH directly through Ethereum validators or staking platforms to earn rewards while supporting the network.

Ether vs. Bitcoin

While Bitcoin and Ether are both top cryptocurrencies, they serve different purposes:

  • Bitcoin: Primarily a store of value and payment network.
  • Ether: A multi‑purpose token for smart contracts, dApps, and staking.

In 2025, ETH has positioned itself as a growth‑driven crypto asset, while Bitcoin remains the ultimate store of value.

Price Outlook and Market Potential

With Ethereum’s upgrades and institutional adoption, many analysts expect ETH to outperform in the coming cycle. Key growth drivers include:

  • Layer 2 Scaling Solutions: Projects like Polygon (MATIC) reduce gas fees and improve transaction speed.
  • Real‑World Asset Tokenization: Expanding Ethereum’s use in traditional finance.
  • AI‑Driven Analytics: Platforms like Token Metrics help investors identify optimal entry and exit points for ETH.

Using Token Metrics for ETH Analysis

Token Metrics offers AI‑powered tools that make investing in ETH smarter:

  • AI‑Generated Ratings: Evaluating ETH based on over 80 data points.
  • On‑Chain Analytics: Tracking active wallets, staking trends, and developer activity.
  • Portfolio Optimization: Helping investors balance ETH exposure with other assets.
  • Market Timing Alerts: AI‑driven signals for buying or taking profits at the right time.

This gives ETH investors a competitive edge in volatile markets.

Risks of Investing in Ether

While ETH has strong fundamentals, risks remain:

  • Network Congestion: Despite Layer 2 solutions, high demand can still lead to expensive gas fees.
  • Regulatory Uncertainty: Ongoing debates about whether ETH could be classified as a security.
  • Competition: Emerging smart contract platforms like Solana and Avalanche challenge Ethereum’s dominance.

Using Token Metrics helps mitigate these risks by providing real‑time analytics and portfolio insights.

Practical Tips for ETH Investors

  1. Stake Your ETH: Earn passive income while contributing to network security.
  2. Diversify Holdings: Balance ETH with other high‑potential altcoins and stablecoins.
  3. Monitor Upgrades: Follow Ethereum roadmap updates (e.g., sharding, scalability improvements).
  4. Use Analytics Tools: Leverage Token Metrics to stay ahead of market trends.

Conclusion

Ether is more than just another cryptocurrency—it’s the lifeblood of the Ethereum ecosystem, powering decentralized applications, DeFi, NFTs, and enterprise solutions.

In 2025, holding ETH offers exposure to one of the most innovative and widely used blockchain platforms, making it a must‑have for serious crypto investors.

By combining long‑term holding strategies with AI‑powered insights from Token Metrics, investors can confidently navigate Ethereum’s growth trajectory and maximize returns in the years ahead.

Research

Altcoins Bull Run: How to Prepare and Profit in 2025

Token Metrics Team
6 min
MIN

Introduction: The Next Altcoin Bull Run

Altcoin bull runs are some of the most exciting periods in cryptocurrency, delivering life‑changing gains for prepared investors. These cycles often follow or coincide with Bitcoin rallies, as capital flows into smaller, high‑growth tokens in search of outsized returns.

In 2025, with AI‑powered platforms, institutional adoption, and innovative sectors like DeFi, AI tokens, and real‑world assets (RWAs) driving growth, the stage is set for a potentially historic altcoin bull run. This guide explains how to prepare, what to watch for, and how tools like Token Metrics can help you capitalize on this opportunity.

What Triggers an Altcoin Bull Run?

Understanding what drives these rallies is key to recognizing when one begins.

  1. Bitcoin’s Rally & Consolidation:
    Historically, altcoins outperform when Bitcoin dominance peaks and stabilizes, freeing capital for riskier plays.

  2. Narrative‑Driven Growth:
    Sectors like AI tokens (e.g., TMAI), Layer 2 scaling solutions, and DeFi protocols often spark renewed investor interest.

  3. Increased Institutional Involvement:
    The rise of crypto ETFs, staking products, and venture capital fuels liquidity for altcoins.

  4. Retail FOMO (Fear of Missing Out):
    Bull runs accelerate when mainstream investors pile in, chasing early winners.
    ‍

Signs an Altcoin Bull Run Is Starting

  • Rising Altcoin Market Cap: Watch for increasing total market cap outside Bitcoin, signaling inflows to smaller coins.
  • Bitcoin Dominance Decline: A drop in BTC dominance often correlates with altcoin rallies.
  • AI‑Detected Trend Shifts: Platforms like Token Metrics can identify early momentum signals across hundreds of tokens.
  • On‑Chain Activity Surge: Rising active wallets, transactions, and developer contributions are bullish indicators.

How to Prepare for the Next Bull Run

Preparation is everything. Here’s how to position yourself before the market takes off:

1. Build a Diversified Portfolio:
Combine large‑cap coins (Ethereum, Solana) with high‑potential small‑caps like Token Metrics AI (TMAI) or narrative‑driven DeFi tokens.

2. Use AI‑Powered Analytics:
Token Metrics leverages over 80 data points per token—including technicals, fundamentals, and sentiment—to help you spot early movers before the crowd.

3. Set Entry and Exit Plans:
Define profit targets and stop‑loss levels before entering trades to avoid emotional decisions during volatility.

4. Stay Liquid:
Keep a portion of your portfolio in stablecoins to seize opportunities during sharp pullbacks.

Top Narratives for the 2025 Bull Run

The next altcoin season will likely be driven by powerful narratives:

  • AI Tokens: Projects like Token Metrics AI (TMAI) and Fetch.ai (FET) combining blockchain and artificial intelligence.
  • Real‑World Asset Tokenization: Platforms enabling real estate, commodities, and equity tokenization.
  • DeFi Evolution: Next‑gen decentralized finance protocols offering higher yields and lower fees.
  • Layer 2 Scaling: Solutions like Polygon (MATIC) and Arbitrum (ARB) improving blockchain efficiency.

Strategies to Maximize Profits

  1. Dollar‑Cost Averaging (DCA):
    Invest gradually to reduce exposure to volatility while building positions in high‑conviction tokens.

  2. Swing Trading:
    Use short‑ to mid‑term trades to capture profits during parabolic moves. Token Metrics trading signals can help identify ideal entry and exit points.

  3. Staking & Yield Farming:
    Earn passive income on proof‑of‑stake tokens and DeFi platforms while holding long‑term assets.

  4. Portfolio Rebalancing:
    Periodically adjust allocations to lock in profits and maintain risk‑reward balance.

Managing Risk in a Bull Run

With great opportunity comes great risk. Here’s how to protect your gains:

  • Set Stop‑Loss Orders: Prevent catastrophic losses in case of sudden market reversals.
  • Take Profits Early: Secure gains incrementally instead of waiting for perfect tops.
  • Avoid Overleveraging: High leverage can amplify losses as quickly as profits.
  • Rely on Data: Use Token Metrics’ AI‑powered portfolio tools to track performance and adjust based on market signals.

The Role of Token Metrics in Bull Run Investing

Token Metrics is an essential tool for navigating altcoin bull markets, offering:

  • AI‑Generated Ratings: Scoring tokens based on fundamentals, technical analysis, and on‑chain data.
  • Narrative Detection: Identifying hot sectors like AI or DeFi before they trend.
  • Portfolio Optimization: Helping you allocate capital efficiently across high‑potential assets.
  • Real‑Time Alerts: Notifications for bullish or bearish momentum shifts.

This data‑driven approach helps investors stay ahead of the crowd and avoid emotional decision‑making during fast‑moving markets.

Common Mistakes to Avoid

  • Chasing Pumps: Don’t buy tokens already up several hundred percent without understanding their fundamentals.
  • Ignoring Fundamentals: Popularity alone doesn’t guarantee long‑term success—use platforms like Token Metrics for deep analysis.
  • Lack of an Exit Plan: Have clear profit targets and stick to them.

The Future of Altcoin Bull Runs

As crypto matures, AI‑enhanced analytics, regulatory clarity, and wider institutional adoption are likely to make future altcoin seasons more sustainable and inclusive.

In 2025, the winners will be those who combine smart preparation, narrative awareness, and AI‑powered tools like Token Metrics to maximize returns.

Conclusion

The 2025 altcoins bull run could be one of the most lucrative in crypto history, but success requires preparation, strategy, and discipline.

By diversifying across high‑potential narratives, using AI‑driven insights from Token Metrics, and following a clear plan, you can profit from explosive growth while managing risk effectively.

In altcoin bull runs, timing, data, and psychology are everything—get them right, and the opportunities are limitless.

Choose from Platinum, Gold, and Silver packages
Reach with 25–30% open rates and 0.5–1% CTR
Craft your own custom ad—from banners to tailored copy
Perfect for Crypto Exchanges, SaaS Tools, DeFi, and AI Products