Best AI Stock Screeners in 2026

Last updated June 2026

Short answer

AI stock screeners filter and rank stocks by criteria, with AI helping you build a screen in plain language or scoring the results for you. The main ones, Danelfin, Trade Ideas, TipRanks, FinChat, Finviz with AI, and Zacks, suit idea generation. They screen the market in the abstract, not your portfolio. Walnut grounds analysis in your real holdings instead. Walnut is not an investment adviser.

“AI stock screener” covers tools that take the universe of stocks and narrow it by criteria, with AI either assembling the screen from a plain-English request or scoring and ranking the results. The category is genuinely useful for idea generation: it turns thousands of names into a shortlist worth researching. It is also often confused with a stock picker, which goes a step further and points at specific names to buy. This guide names the main options (Danelfin, Trade Ideas, TipRanks, FinChat, Finviz, and Zacks), describes each on the same fields, and is upfront about the one thing all of them share: a screen surfaces candidates, it does not predict prices. Walnut, our own tool, is not a screener at all; it is an AI financial assistant that knows your portfolio, and we say so plainly.

What an AI stock screener is (vs a stock picker)

An AI stock screener filters and ranks a universe of stocks by criteria you set, leaving the final decision to you. A stock picker goes one step further and recommends or signals specific names to buy. The line matters: screeners surface a shortlist to research, while pickers point at a name. Many products blur the two, but the honest framing is that a screener is an idea-generation tool, not an answer.

  • A screener narrows the field. You set criteria (or describe them in plain English) and it returns the matching, ranked candidates. Finviz, FinChat, and the screen views in Danelfin and Zacks all do this.
  • A picker names a buy. Tools that hand you specific buy or sell signals lean toward picking. We cover that distinct category in the best AI stock pickers roundup.
  • AI shows up in two places. Either it builds the screen for you from a plain-language request (FinChat), or it scores and ranks the results so you can sort by a model-driven number (the Danelfin AI Score, the TipRanks Smart Score, the Zacks Rank).
  • Neither predicts prices. A passed filter or a high score is an opinion about the inputs, not a forecast of returns. Use a screen to narrow, then research each name yourself.

Score-based screeners (Danelfin and TipRanks)

Score-based screeners let you filter and sort the whole market by a single model-driven number, which is the fastest way to turn thousands of stocks into a ranked shortlist. Danelfin assigns every US and European stock an AI Score from 1 to 10 estimating its probability of beating the market over the next three months, with low-AI, technical, fundamental, and sentiment sub-scores you can screen on. TipRanks publishes a Smart Score from 1 to 10 that blends analyst ratings, hedge-fund and insider activity, news sentiment, and fundamentals into one number.

The appeal is one clean axis to sort by; the catch is that the score is a probability or a consensus, not a promise. Danelfin's AI Score reflects what its model rates highly today, and TipRanks' Smart Score reflects other people's opinions and analyst targets, which can be crowded or late. Both screen the whole market in the abstract, not your account.

Scanner-style screeners (Trade Ideas and Finviz)

Scanner-style screeners are about speed and breadth of filters rather than a single score, and they fit criteria-driven and real-time workflows. Finviz is the long-established example: hundreds of fundamental, technical, and descriptive filters, a heat-map market overview, and newer AI-assisted features layered on the classic filter grid, with a deep free tier and a paid Elite tier. Trade Ideas is the real-time, active-trading end: its AI engine, Holly, back-tests strategies overnight and surfaces a live, filterable feed of trade ideas with entry, target, and stop levels.

Finviz is the default for fast, free, manual screening, where the AI is more an add-on than the engine. Trade Ideas is built and priced for active day and swing traders, and its overnight back-tests can read as more certain than live results bear out. Both scan the market, not your holdings.

Natural-language screening (FinChat)

Natural-language screening lets you describe the screen you want in plain English and have the AI assemble the filters, which removes the manual query-builder step. FinChat (from Fiscal.ai) is built around this: you ask for, say, profitable software companies growing revenue over twenty percent, and it pulls the data and returns charts and a screen without you wiring up each filter by hand.

The strength is approachability: you express intent in words rather than in filter syntax, which is faster for most people and easier for non-experts. The catch is that an ambiguous request can be misread, so you still need to check that the screen the AI built matches what you actually asked for. It is a starting point you verify, not a finished answer.

The AI stock screeners worth knowing

Each tool below is described on the same fields, so you can scan across them: what it is, the AI approach it takes to screening, who it suits, and one honest catch. Walnut is the last entry because it is not a market screener; we include it so the boundary is clear.

Danelfin

A research platform that assigns every US and European stock an AI Score from 1 to 10 estimating its probability of beating the market over the next three months, which you can then screen and rank by.

  • Approach: Score-based screening: filter and sort the universe by the AI Score and its low-AI, technical, fundamental, and sentiment sub-scores.
  • Best for: Screening for stocks that rate highly on a single quantitative AI Score.
  • One honest catch: It screens the whole market, not your account, and the score is a probability, not a prediction that a stock will rise.

Trade Ideas

A real-time scanning platform whose AI engine, Holly, back-tests strategies overnight and surfaces a live, filterable feed of trade ideas with entry, target, and stop levels.

  • Approach: Scanner-style screening: real-time scans and AI-generated signals you filter by technical and intraday criteria.
  • Best for: Active traders who want a real-time, signal-driven scan of the market.
  • One honest catch: It is priced and built for active day and swing trading, and its overnight back-tests can read as more certain than live results bear out.

Walnut

An AI financial assistant that knows your portfolio. It connects your real brokerage through SnapTrade and lets you analyze the holdings you already own, plus thematic baskets you build, by talking through Claude, ChatGPT, or a built-in assistant.

  • Approach: Not a market screener: it grounds AI analysis in your real holdings, framing each one against the S&P 500 and answering questions in plain English.
  • Best for: Analyzing the stocks you actually hold, rather than screening the whole market for new ones.
  • One honest catch: It does not screen or rank the broader market for you, so it is the wrong tool if what you want is a filter that surfaces brand-new candidates you do not yet own.

TipRanks

A research aggregator whose Smart Score rates each stock from 1 to 10 by combining analyst ratings, hedge-fund and insider activity, news sentiment, and fundamentals into one number you can screen by.

  • Approach: Score-based screening: filter the universe by the Smart Score and by analyst, insider, and sentiment factors.
  • Best for: Screening by a blended score that leans on analyst and crowd signals.
  • One honest catch: The Smart Score aggregates other people's opinions and analyst targets, so it reflects consensus, which can be crowded or late, not an independent edge.

FinChat

A research platform (Fiscal.ai) built around a conversational AI you ask in plain English for the data, metrics, and filters you want, returning charts and screens without a manual query builder.

  • Approach: Natural-language screening: describe the screen you want in plain English and the AI assembles the filters and pulls the data.
  • Best for: Building a screen by describing it in plain language rather than wiring up filters by hand.
  • One honest catch: The conversational layer can misread an ambiguous request, so you still need to sanity-check that the screen it built matches what you actually asked for.

Finviz

A long-established stock screener with hundreds of fundamental, technical, and descriptive filters, a heat-map market overview, and newer AI-assisted features layered on top of the classic filter grid.

  • Approach: Classic filter-grid screening with AI-assisted features added; you pick criteria and it returns the matching stocks fast.
  • Best for: Fast, free, criteria-driven screening across a deep set of filters.
  • One honest catch: Its core is a manual filter grid, so the AI is more an add-on than the engine, and the most powerful features sit behind the paid Elite tier.

Zacks

A research house known for the Zacks Rank, a 1 to 5 rating driven mainly by earnings-estimate revisions, paired with predefined and custom screens across its fundamental data.

  • Approach: Rank-and-screen: filter by the Zacks Rank, the Style Scores, and earnings-estimate-driven criteria.
  • Best for: Screening around earnings-estimate momentum and the Zacks Rank.
  • One honest catch: It leans heavily on estimate revisions and analyst inputs, so it is one quantitative lens rather than a complete picture, and the deeper screens are subscription-gated.

At a glance

ToolApproachBest for
DanelfinScore-based screening: filter and sort the universe by the AI Score and its low-AI, technical, fundamental, and sentiment sub-scoresScreening for stocks that rate highly on a single quantitative AI Score
Trade IdeasScanner-style screening: real-time scans and AI-generated signals you filter by technical and intraday criteriaActive traders who want a real-time, signal-driven scan of the market
WalnutNot a market screener: it grounds AI analysis in your real holdings, framing each one against the S&P 500 and answering questions in plain EnglishAnalyzing the stocks you actually hold, rather than screening the whole market for new ones
TipRanksScore-based screening: filter the universe by the Smart Score and by analyst, insider, and sentiment factorsScreening by a blended score that leans on analyst and crowd signals
FinChatNatural-language screening: describe the screen you want in plain English and the AI assembles the filters and pulls the dataBuilding a screen by describing it in plain language rather than wiring up filters by hand
FinvizClassic filter-grid screening with AI-assisted features added; you pick criteria and it returns the matching stocks fastFast, free, criteria-driven screening across a deep set of filters
ZacksRank-and-screen: filter by the Zacks Rank, the Style Scores, and earnings-estimate-driven criteriaScreening around earnings-estimate momentum and the Zacks Rank

Screening vs your portfolio (Walnut)

To be clear, since this is our site: Walnut is not an AI stock screener. It does not filter or rank the broader market to surface new names. If what you want is a screen that turns the universe into a shortlist of fresh candidates, Danelfin, Finviz, or FinChat fit that need better than Walnut, and we would rather say so plainly.

What Walnut does is the opposite end of the workflow. It is an AI financial assistant that knows your portfolio: it connects your existing brokerage through SnapTrade, then lets you analyze the holdings you already own, and thematic baskets you build, by talking through Claude, ChatGPT, or a built-in assistant. Its dashboard frames each holding's return against the S&P 500 and classifies it as outperforming, in line, or lagging. It is read-only by default, every trade needs your approval, and you keep the broker you already use. So the two pair naturally: use a screener like Danelfin or Finviz to find candidates, then use Walnut to analyze and track what you actually decide to hold. Walnut is not an investment adviser.

How to choose an AI stock screener

There is no single best AI stock screener; match the tool to what you screen for and how you invest.

  • You want one quantitative score to sort by. Danelfin's AI Score (1 to 10) or TipRanks' Smart Score (1 to 10) give you a single axis to rank the universe on.
  • You want deep, free, criteria-driven filtering. Finviz has hundreds of fundamental and technical filters and a generous free tier.
  • You trade actively off real-time scans. Trade Ideas surfaces a live, filterable signal feed with entry and stop levels, built for active traders.
  • You want to describe the screen in plain English. FinChat assembles the filters from a natural-language request.
  • You screen around earnings momentum. Zacks centers on the Zacks Rank and estimate-revision-driven screens.
  • You want to analyze what you already own, not the whole market. That is a different job; see where Walnut fits above.

Whatever you choose, the screen is one input. A passed filter or a high score narrows the field; your own research, position sizing, and risk tolerance still do the heavy lifting, and no screener can responsibly hand you a list of guaranteed winners. For more on analyzing specific names, see the best AI stock analyzers roundup. If you are weighing Danelfin specifically, see Danelfin alternatives, and for the trading-focused angle, the best AI for stock trading guide.

The bottom line on AI stock screeners

An AI stock screener filters and ranks stocks by criteria, with AI either building the screen from a plain-English request or scoring the results, and it is an idea-generation tool, never a price prediction. Danelfin and TipRanks lead score-based screening, Trade Ideas and Finviz lead scanner-style screening, FinChat leads natural-language screening, and Zacks centers on earnings-estimate momentum. All of them screen the market in the abstract, not your account. Walnut is not a screener at all: it is an AI financial assistant that knows your portfolio, grounding analysis in the holdings you already own and framing each against the S&P 500. Pick the screener that matches what you want to filter for, research every name it surfaces, and let your judgment, not a score, size the position. Walnut is not an investment adviser.

Try Walnut on top of your broker

Walnut is not a stock screener. It is an AI financial assistant that knows your portfolio: connect any major US broker in a few clicks, then analyze the holdings you already own by chatting through Claude, ChatGPT, or its built-in AI. Read-only by default; you approve every trade.

FAQ

What is the best AI stock screener?

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There is no single best one; it depends on what you screen for. Danelfin and TipRanks lead score-based screening, Trade Ideas and Finviz lead scanner-style screening, and FinChat leads natural-language screening. Each is an idea-generation tool, not a prediction engine. Walnut is not a market screener; it analyzes the holdings you already own. Walnut is not an investment adviser.

What is an AI stock screener?

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An AI stock screener is a tool that filters and ranks stocks by criteria, with AI either helping you build the screen in plain language or scoring the results for you. Instead of only matching hard filters like a low P/E, it can sort the universe by a model-driven score such as the Danelfin AI Score or the TipRanks Smart Score. It surfaces candidates to research, not answers.

Is there a free AI stock screener?

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Finviz offers a deep, free filter-based screener, with its most advanced features in the paid Elite tier. Most score-driven tools, including Danelfin, TipRanks, Trade Ideas, and Zacks, are subscription products, though several offer trials or limited free views. Verify current pricing on each provider's site, since tiers change.

Can AI build a stock screen for me?

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Yes. Natural-language tools like FinChat let you describe the screen you want in plain English, such as profitable software companies growing revenue over twenty percent, and the AI assembles the filters and pulls the data. You should still check that the screen it built matches your intent, because an ambiguous request can be misread. It is a starting point, not a finished answer.

What is the difference between an AI stock screener and a stock picker?

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A screener filters and ranks a universe of stocks by criteria you set, leaving the final choice to you. A stock picker goes further and recommends or signals specific names to buy. Screeners surface a shortlist; pickers point at a name. Many tools blur the line, and neither can reliably predict prices, so treat both as research inputs.

Is Finviz an AI screener?

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Finviz is, at its core, a classic filter-grid screener with hundreds of fundamental, technical, and descriptive filters, and it has layered newer AI-assisted features on top. So it is more accurately a powerful manual screener with some AI added than a screener whose engine is AI. It remains one of the most popular free screeners.

Can ChatGPT screen stocks?

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ChatGPT can help you reason about screening criteria and explain what a screen would look for, but on its own it has no live market data and cannot reliably run a real screen across current prices and fundamentals. Connected to data tools it can do more, but a dedicated screener like Finviz or a scored platform like Danelfin is built for the job. Treat any ChatGPT output as a starting point to verify.

Are AI stock screeners accurate?

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AI stock screeners are accurate at filtering and ranking by the data they are given, but a high score or a passed filter is an opinion about the inputs, not a forecast of returns. Scores like the Danelfin AI Score or the Zacks Rank estimate probabilities and shift with the market. Use them to narrow a list, then research each name yourself.

What is the best AI screener for value stocks?

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For value screening, tools with deep fundamental filters and estimate data fit well: Finviz lets you filter by P/E, P/B, and other value metrics for free, and Zacks adds its Value Style Score and Zacks Rank around earnings revisions. Danelfin and TipRanks can sort by their scores too. There is no single best one; match the value criteria you care about to the tool's filters.

Do AI stock screeners predict stock prices?

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No. AI stock screeners filter, rank, and score stocks by criteria; they do not predict prices. A score such as the Danelfin AI Score is a model-driven probability based on past and present data, not a forecast that a stock will go up. No tool can reliably predict prices, and you should be skeptical of any that claims to.

Can I screen based on my portfolio?

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Most screeners work on the whole market in the abstract, not on what you own. This is where Walnut differs: rather than screening for new names, it connects your real brokerage and grounds AI analysis in your actual holdings, framing each against the S&P 500. So you can analyze the portfolio you have in plain English, which is a different job from screening the market.

What should I look for in an AI stock screener?

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Look at what the AI actually does (builds the screen, scores results, or both), how transparent the scoring is, the depth and quality of the filters and data, whether it suits your horizon (active trading versus long-term research), and the cost relative to how you will use it. Most importantly, prefer tools that frame their output as research, not as guaranteed winners. Screeners are an input, not an investment adviser.

Walnut is informational and is not an investment adviser. Nothing on this page is a recommendation to buy, sell, or hold any security or to use any particular product, and nothing here is a forecast of future results. AI stock screens and scores are research inputs, not guarantees; no tool can reliably predict prices. Tool features and pricing change; verify current details on each provider's site before deciding.

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