Magnifi and invest-like both market themselves as AI-driven investing tools, but they are doing very different jobs once you look past the surface. Magnifi is a broad asset-discovery platform with natural-language search across ETFs, mutual funds, stocks, and crypto. invest-like is a stocks-only value-investing verdict tool that runs seven legendary investor frameworks against every name in a curated universe and publishes the methodology and backtest.
Picking between them is mostly about whether you want broad asset coverage with conversational AI search (Magnifi) or narrow stock-only coverage with deep framework rigour (invest-like).
Disclosure up front: I built invest-like, so I have a structural conflict of interest. Magnifi is genuinely better than invest-like on the dimensions where it is built to win, and I will say so explicitly. The point of this post is to help you pick the right tool for your specific workflow.
Quick comparison table
| Feature | invest-like | Magnifi |
|---|
| Starting price | Free tier + $13/month annual | Free tier + paid Magnifi Plus |
| Asset class coverage | Stocks only (~12,500 tickers) | Stocks, ETFs, mutual funds, crypto |
| Stock coverage universe | ~12,500 quality-screened | Broad US listings |
| ETF and mutual-fund discovery | No | Yes (signature feature) |
| Natural-language AI search | Limited (per-stock chat) | Yes (cross-asset, signature feature) |
| AI verdicts on stocks with reasoning | Yes (Buffett Brain, 5-pillar) | Limited |
| Multi-investor framework consensus | Yes (7 frameworks: Buffett, Graham, Lynch, Greenblatt, Munger, Fisher, Smith) | No |
| Multi-investor debate UI | Yes (Boardroom: 4 investor AIs + skeptic) | No |
| RAG over Berkshire shareholder letters | Yes (Ask Buffett, 1977-2025) | No |
| Published 5-year backtest | Yes | No |
| Brokerage account integration | No (analysis tool only) | Yes (you can trade through Magnifi) |
| Robo-advisor features | No | Yes (managed portfolios in some tiers) |
| Halal screening (AAOIFI Standard 21) | Yes | No |
| Multi-language UI | Yes (EN, DE, FR, ES, PT) | English-only |
| Methodology transparency | Documented at /methodology/buffett-fit/ | Less openly documented |
| Free tier strength | 3 AI verdicts/week + all rankings | Generous free search + watchlists |
The short read: Magnifi wins on asset breadth, natural-language search across asset classes, and the trade-and-manage workflow. invest-like wins on framework rigour, multi-investor consensus, Berkshire-letter RAG, published backtest, and stocks-only value-investing depth.
These tools are not really substitutes. They are answering different questions.
Where Magnifi genuinely wins
1. Asset class coverage
Magnifi covers stocks, ETFs, mutual funds, and crypto in one place. If your portfolio includes a meaningful allocation to ETFs or actively managed mutual funds, or you want to compare a stock pick against a thematic ETF on the same screen, Magnifi has the breadth.
invest-like is stocks-only. We do not score ETFs, mutual funds, or crypto. The seven value-investing frameworks (Buffett, Graham, Lynch, Greenblatt, Munger, Fisher, Smith) do not really apply to a basket of stocks or a digital asset, so we have not tried to extend coverage there.
If you actively buy ETFs, Magnifi is doing a job invest-like is not.
2. Natural-language cross-asset search
Magnifi's signature feature is the conversational search box: ask "I want a low-fee ETF for clean energy exposure with under 0.3 percent expense ratio" and Magnifi surfaces matching funds with the rationale. The same search interface works across stocks, ETFs, and mutual funds.
invest-like has per-stock chat (Ask Buffett, plus the Boardroom debate) but does not ship a cross-asset natural-language discovery interface. If your workflow is "I have an investment thesis and I want the AI to find me instruments that match it across asset classes", Magnifi is built for that and invest-like is not.
3. Brokerage integration
Magnifi lets you trade directly through the platform (you can link a brokerage account, place orders, and manage holdings on Magnifi itself). invest-like is purely an analysis tool. You take the verdict, switch to your own broker, place the trade there.
If the "analysis to execution" handoff is friction you want to remove, Magnifi handles it on one platform.
4. Robo-advisor and managed portfolios
Magnifi has offered managed-portfolio products at various tiers. If you want the AI to actually run a portfolio for you rather than just help you research, that is in Magnifi's product surface, not invest-like's.
5. Free-tier asset discovery
Magnifi's free tier includes generous cross-asset search and watchlists. If your primary need is "explore the universe of ETFs and stocks by theme and see what is available", Magnifi's free tier may meet that need fully without ever subscribing.
Where invest-like genuinely wins
1. Framework rigour on individual stocks
invest-like runs every stock through seven legendary investor frameworks (Buffett, Graham, Fisher, Lynch, Greenblatt, Munger, Smith) and produces structured per-framework verdicts plus a 7-of-7 consensus tier. The Buffett Brain verdict gives you a 5-pillar A+ to D grade with reasoning per pillar (moat, durability, management, financial strength, valuation).
Magnifi is much broader, which means it is shallower on the per-stock framework dimension. The AI search is built for discovery across asset classes, not deep value-investing rigour on a single name. If you want to know "should I own this specific stock from a Buffett perspective with the reasoning written out", invest-like answers that and Magnifi does not at the same depth.
2. Multi-investor consensus
The composite "7-of-7 consensus" tier on invest-like (47 stocks as of May 2026) is the single highest-conviction signal on the platform. It shows you which stocks survive when seven different value-investing frameworks all agree.
This kind of multi-framework intersection does not exist on Magnifi. Magnifi's strength is breadth of assets, not depth of framework reasoning on a single stock.
3. The Boardroom: multi-investor debate
invest-like's Boardroom simulates a live debate between four investor AIs (Buffett, Graham, Lynch, Greenblatt) plus a dedicated skeptic role, each arguing from their actual framework rules with citations. No competitor in the retail category ships this format, including Magnifi.
4. Ask Buffett with Berkshire-letter RAG
invest-like indexes every Berkshire Hathaway shareholder letter from 1977 to 2025, plus Charlie Munger's commentary. Ask Buffett a question about any stock and the answer cites the specific letter year and section. Real quotes, not training-data guesses. Magnifi has no equivalent.
5. Published 5-year backtest
invest-like publishes the open backtest at /track-record/. The 7-of-7 framework consensus cohort (47 stocks as of May 2026) returned a median +73.8 percentage points above the S&P 500 over a rolling 5-year window, with about 85 percent of the cohort beating the index. Methodology is documented, entry timestamps are locked server-side.
Magnifi does not publish a comparable backtest of its AI-search recommendations.
6. Methodology transparency
invest-like's methodology is fully documented at /methodology/buffett-fit/. The 7 framework rule cascades are reproducible from the documentation. Magnifi's recommendation-engine methodology is less openly documented (the conversational AI returns matches but the ranking logic is not published at the same level of detail).
7. Halal Mode (AAOIFI Standard 21)
invest-like ships a halal screen for Shariah-compliant investors. Roughly 1,500 stocks pass the halal filter, and the subset that also passes the framework consensus is the high-conviction halal cohort. Magnifi does not ship a halal-eligibility filter.
8. Multi-language UI
invest-like ships in English, German, French, Spanish, and Portuguese. Magnifi is English-only.
9. No fiduciary-product entanglement
invest-like is an analysis tool. We do not custody assets, we do not place trades, we do not earn execution revenue. The verdicts are independent of any trade. Magnifi is a broker-dealer with managed-portfolio products, which creates a different (broader, more useful for some users, but more complex) regulatory and incentive surface.
If you specifically want the analysis tool to be separate from execution, invest-like is structurally cleaner. If you want the all-in-one platform, Magnifi is what you want.
Who should pick Magnifi
You will probably get more out of Magnifi if:
- Your portfolio includes ETFs, mutual funds, or crypto and you want all of them on one platform
- You want natural-language search to explore asset classes by theme ("clean energy ETFs", "dividend aristocrats", etc.)
- You want analysis and execution on the same platform (link a brokerage, place trades)
- You are interested in managed-portfolio options where the AI runs the basket for you
- Your bottleneck is discovery (what instruments exist that match my thesis?) rather than deep verdict on a single stock
- You want a broad consumer-finance AI tool rather than a narrow value-investing rigour tool
Who should pick invest-like
You will probably get more out of invest-like if:
- You invest primarily in individual stocks (not ETFs or mutual funds)
- You apply value-investing frameworks (Buffett, Graham, Lynch, Greenblatt, Munger, Fisher, Smith)
- You want a structured Buffett-style verdict with reasoning per pillar
- You want to see seven different legendary investors score the same stock side by side
- You want the multi-investor Boardroom debate
- You want Berkshire-letter citations via Ask Buffett
- You care about a published 5-year backtest with locked timestamps
- You need a halal-investing filter
- You read research in German, French, Spanish, or Portuguese
- You want the analysis tool to be independent of any execution platform
- You want a generous free tier with three AI verdicts per week
The honest case for using both
If you actually own a mix of individual stocks and ETFs (which is most retail investors), there is a clean role for both:
- Use Magnifi for: ETF and mutual-fund discovery, cross-asset thematic search, the broader portfolio view across asset classes
- Use invest-like for: the deep per-stock value-investing verdict on the individual names you own, the multi-investor framework consensus, the Berkshire-letter context, the halal filter
They are not really substitutes. Magnifi is breadth-first; invest-like is depth-first on stocks.
How to verify this comparison yourself
Pick a stock you own and an ETF you own. Open both tools.
- On Magnifi: search by theme ("low-fee S&P 500 alternatives" or "dividend ETFs with under 0.3 percent expense ratio"). See how the conversational search works and what it surfaces. Look up your individual stock and see what Magnifi says.
- On invest-like at /buffett/aapl/ (or any ticker you own): read the Buffett Brain 5-pillar verdict, the per-framework consensus chips, run the Boardroom (free up to 3x per week), ask Buffett a question about the stock.
Decide which one is doing the job you actually need. If your primary need is exploring ETF or mutual-fund themes, Magnifi is the answer. If your primary need is deep framework verdict on individual stocks, invest-like is the answer. Most serious retail investors do both, with different tools for each.
Common questions
Is Magnifi free? There is a meaningful free tier with cross-asset search and watchlists. Some advanced features and managed-portfolio products are on paid tiers.
Is invest-like free? Yes. The free tier includes 3 AI verdicts per week, all the ranking pages (sectors, industries, "best X" lists), the consensus screen, and the published track-record page. Pro is 12 EUR per month annual (~$13) and unlocks unlimited verdicts plus the Boardroom debate and Ask Buffett.
Does Magnifi cover individual stocks? Yes, but the platform is built for broad asset discovery rather than deep value-investing rigour on a single name. If you want the seven-framework breakdown with Buffett-style reasoning, invest-like is the more specialised tool.
Does invest-like cover ETFs? No. We are stocks-only. The value-investing frameworks we run (Buffett, Graham, Lynch, etc.) do not really apply to a basket of stocks, so we have not extended coverage there.
Can I trade through Magnifi? Yes, it has brokerage integration and managed-portfolio products in some tiers. invest-like is purely an analysis tool with no execution layer.
Which one has better AI? Different shapes of AI. Magnifi is built for natural-language cross-asset search; invest-like is built for structured framework verdicts with reasoning. Both use modern LLMs (GPT/Claude-family). The "better" answer depends on which job you need done.
Can I trust the Magnifi AI suggestions? Like any AI-driven recommendation, treat them as inputs not gospel. Magnifi as a broker-dealer is regulated, but the AI search itself is a discovery tool, not personalised advice. Do your own research on anything it surfaces.
Can I trust invest-like's verdicts? The methodology is documented at /methodology/buffett-fit/, and the 5-year backtest is at /track-record/. Trust the methodology, not the verdict in isolation. If the methodology makes sense and the backtest holds up, the verdicts are useful inputs.
Disclosure
This is an opinionated comparison written by the founder of invest-like. Magnifi is a strong product in the broad consumer-finance AI category and I have tried to be specific about where they win. If you think I have mischaracterised Magnifi anywhere, please email me at zaid@invest-like.com and I will update the post.
Magnifi is a product of Magnifi LLC (TIFIN), not affiliated with invest-like. Both companies have their own regulatory status. invest-like is an educational analysis tool, not a broker-dealer or investment adviser. Magnifi includes brokerage and managed-portfolio features that carry their own disclosures. Past framework verdicts and past AI recommendations do not guarantee future returns. Do your own research.
Author: Zaid Ghazal, founder of invest-like, indie SaaS, Kiel, Germany.