Comparison · 2026

invest-like vs Public.com

Pricing, features, coverage, and a clear answer on which one to choose. Written by someone who's actually used both - and is on the invest-like team. We don't pretend to be neutral; we tell you where Public.com still wins and where invest-like is the better pick.

Last reviewed: May 16, 2026

Quick verdict

Public.com is a us brokerage with built-in fractional shares, social investing features, and ai-assisted commentary on individual tickers. invest-like is a verdict-first tool that scores every stock against seven named investor frameworks (Buffett, Graham, Fisher, Lynch, Greenblatt, Munger, Smith) and ships AI-generated 5-pillar Buffett verdicts with the reasoning written out. For most retail and serious-amateur value investors, invest-like is the sharper tool - the only places Public.com still wins are listed honestly below.

Feature comparison

Investor frameworks

invest-like

7 (Buffett, Graham, Fisher, Lynch, Greenblatt, Munger, Smith)

Public.com

Proprietary scoring

AI verdict per stock

invest-like

Buffett Brain - 5-pillar verdict with reasoning

Public.com

No structured AI verdict

LLM chat / Q&A

invest-like

Ask Buffett (RAG against Berkshire letters)

Public.com

None

Multi-investor debate

invest-like

Boardroom - 4 legendary investors debate

Public.com

None

Stock universe

invest-like

12,000+ US-focused

Public.com

US-listed stocks, ETFs, crypto, treasuries, alternative assets

Cheapest paid tier

invest-like

€12/mo equivalent (€144/yr)

Public.com

Free brokerage; optional Public Premium ~$8/mo for advanced features

Lifetime option

invest-like

€299 one-time (Founders)

Public.com

No lifetime tier

Multi-language UI

invest-like

EN, DE, FR, ES, PT

Public.com

English-only (typically)

Open verdict cache

invest-like

Yes - every prompt versioned

Public.com

Proprietary / opaque

Feature	invest-like	Public.com
Investor frameworks	7 (Buffett, Graham, Fisher, Lynch, Greenblatt, Munger, Smith)	Proprietary scoring
AI verdict per stock	Buffett Brain - 5-pillar verdict with reasoning	No structured AI verdict
LLM chat / Q&A	Ask Buffett (RAG against Berkshire letters)	None
Multi-investor debate	Boardroom - 4 legendary investors debate	None
Stock universe	12,000+ US-focused	US-listed stocks, ETFs, crypto, treasuries, alternative assets
Cheapest paid tier	€12/mo equivalent (€144/yr)	Free brokerage; optional Public Premium ~$8/mo for advanced features
Lifetime option	€299 one-time (Founders)	No lifetime tier
Multi-language UI	EN, DE, FR, ES, PT	English-only (typically)
Open verdict cache	Yes - every prompt versioned	Proprietary / opaque

Pick Public.com if…

You want a single app for execution + light research and don't mind that the AI commentary is conversational rather than framework-grounded.
Fractional shares + social-investing features + alternative-asset access are your primary needs.

Pick invest-like if…

You want framework-grounded verdicts, not conversational AI commentary inside a brokerage.
You want research with no brokerage execution conflict.
You want multi-investor framework consensus, not a single AI take.
You need halal screening.

What Public.com does well

Integrated brokerage execution + research in one app.
Fractional shares + social-investing features for retail engagement.
Recently added AI-assisted commentary on individual tickers (Alpha by Public).

Where invest-like is stronger

Seven explicit named investor frameworks per stock with structured pass/fail reasoning - Public.com's AI commentary is conversational, not framework-grounded.
Buffett Brain delivers a structured 5-pillar verdict - Public.com Alpha generates prose commentary without a structured verdict shape.
Ask Buffett RAG-grounded against verbatim Berkshire shareholder letters - Public.com's AI is not grounded in named investor primary sources.
Boardroom 4-investor live debate - unique.
Halal Mode (AAOIFI Standard 21) - Public.com does not ship halal screening.
Published verdict-accuracy track record with locked entry timestamps - Public.com does not publish AI commentary accuracy.
invest-like is research-only with no brokerage conflict - Public.com's AI exists inside a brokerage that profits from your trades.

What Public.com users actually complain about

Recurring patterns from public reviews on Reddit, Trustpilot, G2, and AlternativeTo (2024-2026). Paraphrased, not direct quotes.

AI commentary is conversational and prose-style; users wanting structured verdicts go elsewhere.
Brokerage UI mixes research and execution in ways some users find distracting.
Free tier features behind Premium gates on advanced screens.

We list these honestly because we built invest-like specifically to avoid each one: structured per-investor verdicts (no opaque scoring), Buffett Brain narrative reasoning (no buried conclusions), published methodology, and pricing for individuals not institutions.

Frequently asked questions

Is invest-like a Public.com alternative?+

Different layers. Public.com is a brokerage with research bolted on; invest-like is a research-only platform that works alongside any brokerage. The honest framing: keep your brokerage account (Public.com, Robinhood, Fidelity, IBKR, whichever) and use invest-like for the verdict layer.

Is Public.com's Alpha AI better than Buffett Brain?+

Different products. Alpha generates conversational commentary on individual tickers; Buffett Brain delivers a structured 5-pillar verdict (moat, durability, management, financial health, valuation) with reasoning per pillar plus the six other framework scores. Alpha is conversational; Buffett Brain is structured.

Does invest-like execute trades?+

No. invest-like is research-only with no brokerage relationship. You use whatever brokerage you already have (Public.com, Schwab, Fidelity, IBKR, etc.) for execution. The benefit: no broker-revenue conflict of interest in the research layer.

Does Public.com screen for halal stocks?+

No, not as a first-class feature. invest-like ships AAOIFI Standard 21 on every ticker with a working paper backing the methodology.

Try invest-like in under 30 seconds

See the Buffett verdict on Apple, NVIDIA, or any of 12,000+ stocks.

See the Apple verdict Browse the 7 frameworks

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