Lalita

How I read a wallet.

Everything I show comes from public onchain data and a few public APIs. Here is exactly where each number comes from, how I link memes to stocks, and what I'm not allowed to do.

Lalita reading wallet data

The idea: look-through exposure

WHAT THE WALLET SHOWSNVDAstock token · $500$GPUmeme · paired with NVDAWHAT IT'S EXPOSED TONVDA100% of stock exposure50% direct50% hidden
Two tokens on the surface. One stock underneath.

On Robinhood Chain, many memecoins trade against an official Stock Token instead of ETH or a stablecoin. When a meme's only deep pool is against NVDA, its price is tied to NVDA. Holding that meme is, in part, holding NVDA, but a token list never shows it.

Lalita adds both up. For every stock, direct exposure is the Stock Token you hold, and hidden exposure is the value of memes paired with it. Lime lines on the page are direct; dashed violet lines go through a meme.

Where the numbers come from

Robinhood Chainbalances, onchainChainlinkstock prices (feeds)Robinhood APIquote × multiplierDexScreenermeme prices, poolsLalita's scanvalues · prices · pairs
Every number has one source, and you can check it.
  • Balances. Read straight from the chain: every official Stock Token in one multicall, and every other ERC-20 from the Blockscout API.
  • Stock Token prices. Chainlink price feeds where a feed exists. Otherwise Robinhood's official Stock Token quote, multiplied by the token's current dividend multiplier (ERC-8056 uiMultiplier), the same adjustment the token itself applies.
  • Meme prices and pool liquidity. DexScreener.
  • Market hours. Stock feeds update 24/5. When the US market is closed, Lalita says so and shows the last price. If a feed is paused for a corporate action (a split, a dividend), that is flagged too.

How a meme gets linked to a stock

POOLS OVER TIME →$AIlaunch: vs NVDAlater: vs PONS✓ NVDA memePONSlaunch: vs WETH$3.4M liquiditylater: vs NVDA$50k✗ not paired
Only the launch pool counts. A small stock pool added later doesn't make a token a stock meme.
  • Lalita looks up each token's pools. If a meme trades against an official Stock Token, it is linked to that stock.
  • Pools DexScreener doesn't index (some Uniswap v4 hook pools) are checked onchain, straight from the v4 PoolManager's pool-creation events.
  • The launch pool decides. A token counts as a stock meme only if its first pool ever is against a Stock Token, or most of its liquidity sits in Stock Token pools. A token born on ETH or USDG that later got a small stock pool is not a stock meme.
  • Stablecoins, ETH, BTC wrappers and other majors are never treated as memes, even though they pair with stocks too.
  • Tokens that copy a stock's ticker or name but are not official Stock Tokens are flagged as look-alikes.
  • Results are remembered in a small shared registry, so a token is only researched once and later scans are fast.

What “exposure” does and doesn’t mean

TIED, NOT EQUAL— NVDA- - $GPUTHIN EXITpool liquidityyour holding25% of the poolselling it all moves the price
A paired meme moves with its stock, usually harder. And a big holding in a thin pool is hard to exit.

A paired meme's price is tied to its stock, not equal to it. It can move more than the stock, less, or on its own, and its pool can be thin. Hidden exposure is a lens for seeing concentration, not a promise that a meme tracks a stock one to one.

“Thin exit” means a holding is a large share of its pool's liquidity, so selling it all at once would move the price. Exit estimates in Ask Lalita use a simple constant-product model and are rough by design.

Stock Tokens are debt securities issued by Robinhood Assets (Jersey), not shares.

What the AI is allowed to do

ScanfactsRuleswhat's trueLalita AIwords itNumber checkevery $ and %✓ shown to you✗ made-up number → rewrite oncestill wrong → rule text insteadno advice words: never "buy", "sell", "you should"
If a number isn't in the scan, the answer is rejected. Lalita gets one rewrite, then falls back to plain rule text.
  • Rules decide what is true; the AI only puts it into words. Concentration, hidden exposure, thin exits and look-alikes come from fixed rules on the scan. Lalita's wording is written by a language model from those facts.
  • Every number is checked. If the AI uses a number that isn't in the scan, a tool result or your question, the answer is rejected and rewritten once; after that Lalita falls back to plain rule text or says she can't answer precisely.
  • Math happens in code. In Ask Lalita, what-if moves and exit estimates are computed by tools, not by the model.
  • No advice. Lalita describes; she does not tell anyone to buy, sell or hold.
  • Models: Groq (gpt-oss) first, with Gemini as a fallback. Wording is cached for a few hours per wallet.

Your wallet and your data

Your wallet0x…Sign one messagefree · no gasSessioncookie · 7 days✗ no transaction ✗ no token approval ✗ no access to fundsstored only if you enter it: what you paid · private to your wallet
Signing in proves you own the wallet. Nothing can leave it.
  • Reading a wallet needs no login and no signature. Any address can be viewed, because everything shown is public onchain data.
  • Sign-in is one free message signature (Sign-In with Ethereum). It proves you own the address. It is not a transaction, costs no gas and cannot move funds. Lalita never asks for an approval or a transaction.
  • What Lalita stores: the shared token-pair registry; cached AI wording per wallet; what you paid per token, only if you sign in and enter it (readable only by your signed-in wallet); and a daily question count keyed by your wallet or a salted hash of your IP.
  • One cookie: your sign-in session, for 7 days. No ad trackers.

Known limits

?New tokenunknown until checked?No stock poolnot counted as stock?Huge walletcapped · marked partial
When Lalita isn't sure, she says so instead of guessing.
  • Tokens Lalita hasn't seen before are researched on first scan; a few may show as “unknown” until checked.
  • Memes without a pool against a Stock Token are not counted as stock exposure, even if their community follows a stock.
  • Very large wallets are read up to a cap of tokens; the page says when a result is partial.
  • Cost basis is entered by hand for now.

Not financial advice. Questions or a token I got wrong? That's useful. Back to Lalita