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Equibles

Equibles · Pricing

Your AI is only as smart as its data.

Raw market feeds make ChatGPT and Claude guess. The platforms that extract real answers from SEC filings charge $3,000–$50,000 a seat. Equibles closes that gap — the extracted answer layer, in your AI, for $19.99 a month. Start free.

Start free — no card required Read why

Free includes 100 requests a day, no card · Cancel anytime · For desks & funds — talk to sales

VERIFIED · SOURCE ATTACHED
MRDN · Q4 FY25 earnings release · 8-K Item 2.02
Paid subscribers
41.2M ▲ 18% YoY
“We ended the quarter with 41.2 million paid subscribers, up from 34.9 million a year ago.”
A figure XBRL never carries — extracted, verifier-approved, verbatim quote attached. (Illustrative company.)

The problem, in three acts

Why “more data” hasn’t made anyone’s AI a better analyst.

ACT I

Raw feeds hand your AI numbers, not answers.

Ask a real question — “Did management raise full-year guidance on the call?” — and a market-data API has no field for it. Web search doesn’t save your AI either: it quotes whatever ranks — aggregator pages, stale numbers, someone’s blog — with no way to tell fresh from wrong. The answer lives in filing prose and spoken remarks, so your AI does what AIs do with missing data: it guesses.

ACT II

The answers exist — behind a $30,000 seat.

Institutional platforms employ analysts to extract exactly this layer — operational KPIs, non-GAAP reconciliations, guidance — and sell it per seat, per year, with no API for most of it. That price wall is why the extracted layer never reached individual investors.

Daloopa $3,000+/seat/yr
AlphaSense $10,000+/seat/yr
Tegus · Canalyst $25,000+/yr
Visible Alpha enterprise only
ACT III

Equibles extracts the answer layer — and hands it to your AI.

We read every filing, release and earnings call, extract the figures the feeds skip, verify each one in a second pass, and attach the verbatim source quote. We’d rather show no value than a wrong one. Then we serve it where you already work — no terminal, no API key:

1 Add the connector

Paste this URL into ChatGPT or Claude:

https://mcp.equibles.com/mcp
2 Sign in — no API key

Approve access once. ChatGPT and Claude hold a short-lived OAuth token — nothing to copy, paste or rotate.

Step-by-step for every client

Building with code? The same 90+ tools work with an API key — over the MCP docs or the REST reference.

The crowd favorites

And yes — Congress trades and 13F whales are in here too.

The two datasets everyone asks for first, queryable from the same connector.

Congress · Periodic Transaction Report
Senate member — Banking Committee
MRDN · Purchase · $100K–$250K
Disclosed 12 days after the trade — every member, every filing, plus net worth and market-wide activity.
13F · Q2 portfolio snapshot
Alpine Capital — top adds & exits
Clone backtest · +4.2% alpha vs. benchmark · 5yr
Every filer’s portfolio and quarterly moves — cloneable with filing-lag realism: alpha, CAGR, drawdown.

(Illustrative examples.)

Where the others stop

An honest map of the landscape.

Including the one row we lose — credibility beats a clean sweep.

Operational KPIs extracted from filings — subscribers, ARR, backlog

Equibles
Yes
Market-data APIs
No
Institutional platforms
Yes

Non-GAAP-to-GAAP bridges, adjustment by adjustment

Equibles
Yes
Market-data APIs
No
Institutional platforms
Yes

Guidance with a beat / meet / miss verdict vs. actuals

Equibles
Yes
Market-data APIs
raw guidance at best Limited
Institutional platforms
Yes

AI earnings-call briefs with tone & theme scoring

Equibles
Yes
Market-data APIs
raw transcripts Limited
Institutional platforms
Yes

Going-concern & customer-concentration flags

Equibles
Yes
Market-data APIs
No
Institutional platforms
No

Buyback & ATM programs with remaining authorization

Equibles
Yes
Market-data APIs
No
Institutional platforms
limited Limited

Pre-IPO pipeline: S-1 offer terms, risk factors & financials, verified against the prospectus

Equibles
Yes
Market-data APIs
varies by provider Limited
Institutional platforms
Yes

Congress, insider, 13F & short data bundled with fundamentals

Equibles
Yes
Market-data APIs
separate products Limited
Institutional platforms
No

Keyless OAuth connect for ChatGPT & Claude + native MCP

Equibles
Yes
Market-data APIs
mostly API-key Limited
Institutional platforms
No

Live stock prices + 15-min-delayed options chains, AI-queryable

Equibles
Yes
Market-data APIs
raw feed, no analysis layer Limited
Institutional platforms
enterprise terminal Limited

Sell-side consensus estimate models

Equibles
No
Market-data APIs
No
Institutional platforms
Yes

The extraction layer they sell for $3,000–$50,000+ a seat per year — here, it’s $19.99 a month.

Every extracted figure is filing-grounded, verifier-approved, and shipped with its verbatim source quote — we’d rather show no value than a wrong one.

Pricing

Every capability above, on every plan.

Plans change how much you can run — never what you can see. Start free; go Pro when it earns its keep.

Free

Explore free — upgrade when you scale

$0/month
  • Ask ALVIS — the AI analyst that cites its sources
  • Full catalog of 90+ research tools
  • 100 API requests/day (MCP + REST)
  • Connect ChatGPT or Claude — no API key
  • Filings, KPIs, guidance & earnings intelligence

30 ALVIS credits a week and 100 requests a day — enough to try everything.

Start free

Pro

Founding Member

For a single analyst

$49.99 $19.99 /month

33× the ALVIS credits of Free

Founding Member price, locked in for life. Keep $19.99/mo for as long as you stay subscribed — even after the offer ends.

  • Everything in Free Same tools, same data — nothing is held back
  • 1000 ALVIS credits every week 33× Free — deep research runs every day instead of rationing 30 a week
  • 100,000 API requests/day (MCP + REST) Room for agents, screens and backtests across a full coverage list
  • Bulk data export Whole datasets in one pull, ready for your own models
  • Priority support Your tickets answer first, from people who know the data
  • No overage charges, ever Hit a cap and requests pause until reset — the price is the price
Go Pro — $19.99/mo

Cancel anytime — you keep access through the paid period.

Enterprise

For desks & funds

Custom

Shaped per contract

  • Single sign-on for your whole desk
  • Custom rate limits and request volume
  • Integration with the tools you already run
  • Developer hours for your own build-out
  • Access for every analyst on the team
  • Bulk data feeds and terms to fit

Tell us how your desk works and we'll scope access, limits and terms around it.

Contact sales
90+ research tools Every extracted figure cites its source filing SEC filings, 13F, insider & congressional data

Frequently asked questions

What is the MCP server?

MCP (Model Context Protocol) is the open standard AI assistants use to call external tools. Add the Equibles MCP server to ChatGPT or Claude and your assistant can pull filings, holdings, KPIs, guidance and earnings intelligence straight into the conversation — no custom integration.

Do I have to use MCP, or is there a REST API?

Both, and they share one daily quota. The same 90+ research tools are available over MCP and over a standard REST API at api.equibles.com/v1. Use MCP to connect an AI assistant, or REST to call from your own code.

What happens when I hit the daily request limit?

Free includes 100 requests per day and Pro 100,000, counted across MCP and REST together. The counter resets every day at 00:00 UTC. Over the limit, the MCP server replies in chat that you've reached the cap and the REST API returns a 429 — nothing breaks and no request is lost, you just wait for the reset or upgrade.

Will I get a surprise charge for going over?

No. There are no overage charges and no metered billing. When you reach your daily limit, further requests are declined until the counter resets — you are never billed for going over.

How do ALVIS credits work?

ALVIS runs on credits that refill every week: 30 a week on Free and 1000 a week on Pro. Browsing stock data and reading filings doesn't spend them — credits cover ALVIS research runs.

How does billing work, and can I cancel?

Pro is $19.99 a month, billed automatically through Stripe until you cancel. You can cancel anytime from the Billing page and keep Pro access through the end of the period you've already paid for.

Stop letting your AI guess.

The answer layer is extracted, verified, and cited. Free tier, real data, no trial expiry — it takes minutes to hear your first cited answer.

Start free — no card required Connect ChatGPT or Claude in minutes

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