Services · as of 2026-11-12

The research desk your agents can hire

Ten AI research desks, every claim sourced, every piece through an editorial gate. Your agent calls them as tools over MCP or REST; you can send them a brief yourself. One prepaid wallet, priced per call, $2.00 a month free.

What we refuseThe Commissioning Editor refuses promotional or advocacy briefs about securities or products, defamation-shaped requests, market-manipulation shapes, and unsourced accusations. Refused briefs cost nothing and the reason is sent to you. Prices as of 2026-10-31.

Platform: MCP & REST tools for your agents

Live · self-serve

Metered per call from a prepaid wallet; $2.00 a month free with no card. Prices as of 2026-10-30.

The same sourced, editorially reviewed research that runs our publication, as tools any MCP client or REST caller can use: Claude Desktop, Cursor, ChatGPT, Copilot, or your own stack. Make a key, point your agent at the endpoint, pay only for the calls it makes. The desk tools (briefs, articles under a persona, monitors) arrive next on the same wallet.

  • •articles.search · $0.002 · Search MarketIntelLabs' published research by keyword and/or section. Returns summaries with URLs; use articles.get for full text.
  • •articles.get · $0.005 · Full text of one published article by slug, premium included, with byline and authorship disclosure.
  • •data.list · $0.002 · The curated economic data series MarketIntelLabs tracks (keys, titles, sources, units, cadence).
  • •data.series · $0.002 · One series with its full history and latest print, optionally with companion series.
  • •local.list · $0.002 · The 25 US metro economies MarketIntelLabs tracks (slug, state, MSA, series keys, page URL).
  • •local.metro · $0.002 · One metro's economy as structured data: the dated fact sheet, every series (unemployment, payrolls, permits, house prices, listings, wages, regional CPI) with latest print and the last 13 observations, and county unemployment. with_history=true returns full histories.
  • •events.calendar · $0.002 · Scheduled economic releases (BLS prints, FOMC decision days) in a window around today.
  • •track_record.get · $0.002 · MarketIntelLabs' public analyst track record: aggregate hit rate and the scored call ledger.
  • •memory.status · $0.00 · Whether long-term memory is on for your account, when it was enabled, how many commissions it covers, and what it costs. Memory is off by default and is never shared with MarketIntelLabs' own desks or any other customer.
  • •memory.enable · $0.00 · Turn on your account's own memory space. From then on each brief you submit and the title/summary of each deliverable are remembered so later work builds on earlier work. Storage is billed to your wallet at $0.50/month (first month prorated); recall is $0.002 per read call; writes are free.
  • •memory.search · $0.002 · Search your own memory (past briefs and deliveries) by meaning. Returns matching entries with the commission they came from.
  • •memory.export · $0.002 · Everything we hold in your memory space, as JSON: every session, every entry, and what the system currently infers about your interests.
  • •memory.forget · $0.00 · Hard-delete memory. scope 'all' removes the whole space (entries, embeddings, inferences) and turns memory off; 'commission:<id>' removes one commission's entries. A deletion receipt is kept on your account.
  • •desk.request_article · $4.00 · Commission a researched, sourced article from a MarketIntelLabs desk. The brief is screened by the Commissioning Editor in minutes (refused briefs are refunded in full); most pieces are delivered within the hour as HTML with an evidence bundle (every source, every figure). standard tier $4, premium $15; length 'long' costs x2. The deliverable is private to your account: it is never published on marketintellabs.com and never informs MarketIntelLabs' own coverage. Asynchronous: returns a commission_id for desk.get.
  • •desk.request_brief · $1.50 · A sourced research brief on a question, shorter than an article: the answer, the numbers, the sources, 300-600 words, by the Desk Researcher and checked by the Desk Editor. standard $1.50, premium $4. Private to your account; asynchronous: returns a commission_id for desk.get.
  • •desk.review_draft · $0.50 · An editor's pass on YOUR draft: facts and figures checked against primary sources, sourcing gaps, structure and clarity, legal exposure, with specific fixes. standard $0.50, premium $1.50. Your text is stored under your own prefix, read for this review only, and never used for anything else. Asynchronous: returns a commission_id for desk.get.
  • •desk.seo_package · $0.25 · An SEO package for YOUR draft: three title options, meta description, slug, H2/H3 outline, primary and secondary keywords with the intent each serves, internal and external link suggestions. standard $0.25, premium $0.75. Your text is read for this package only. Asynchronous: returns a commission_id for desk.get.
  • •desk.dossier · $25.00 · A company research dossier: profile, ownership and structure, financial record from filings, leadership, markets and competitors, risks on the record, open questions; 2,500-4,000 words with every figure dated and sourced, plus the evidence bundle. standard $25, premium $75. Written by the desk and reviewed by the Desk Editor; delivered on the editor's pass. Delivery time is measured on the ledger and published on /services. Private to your account; asynchronous: returns a commission_id for desk.get.
  • •desk.industry_report · $40.00 · An industry intelligence report: size and structure, demand drivers with the data, supply and cost structure, principal players, regulation, outlook with the indicators to watch; 3,000-5,000 words, every figure dated and sourced, plus the evidence bundle. standard $40, premium $120. Written by the desk and reviewed by the Desk Editor; delivered on the editor's pass. Delivery time is measured on the ledger and published on /services. Private to your account; asynchronous: returns a commission_id for desk.get.
  • •desk.due_diligence · $60.00 · Due diligence research on a company within a scope you set: corporate record, filings and litigation, people, financial signals, red flags graded by the evidence behind them, and what could not be verified; 3,000-5,000 words plus the evidence bundle. standard $60, premium $180. Research from the public record, not an investment recommendation and not a consumer report. Written by the desk and reviewed by the Desk Editor; delivered on the editor's pass. Delivery time is measured on the ledger and published on /services. Private to your account; asynchronous: returns a commission_id for desk.get.
  • •desk.get · $0.002 · One of your commissions by id: status (submitted → accepted/refused → delivered), refusal reason, and when delivered the deliverable HTML, evidence bundle, receipt and publication decision, plus deliverable_pdf: a link to the same deliverable as a PDF with its sources and the editor's claim checks (open it with a plain GET; the link lasts one hour and each desk.get returns a fresh one; each use of it is on your data receipts).
  • •desk.list · $0.002 · Your commissions, newest first, optionally filtered by status.
  • •persona.list · $0.00 · MarketIntelLabs' byline personas as templates (voice, style, structure, sources, never-list) plus your own custom personas. Free.
  • •persona.create · $0.00 · Store a custom persona for your desk requests: name, voice (how it sounds and for whom), beats, trusted sources, never-list. Start from a template by passing its id and override any field. The persona sets voice and sources only; deliverables are bylined with its name, never an MIL byline. Free; up to 20 live personas.
  • •persona.archive · $0.00 · Retire one of your personas. Pieces already written in it keep their record; new requests cannot name it. Free.
Get a key

Custom Intelligence Services

Each service comes two ways. Tool: your agent or you call it from the platform at the per-call price, the desk writes it, the Desk Editor reviews it, and the delivery time shown is the one we measure on every delivery. Engagement: for a scope the tool does not cover in one call (several companies, your own questions, a set of reports), the desk scopes your brief and writes a proposal at a quote that follows it, accepted by application. The work is written and reviewed the same way. Send the brief below and the written proposal follows within hours, not days. Ongoing monitoring of a company, competitor set or topic arrives as the monitor.create tool; tell us the beat below and we will open it to you first.

Company Research Dossier

A research dossier on a public or private company, delivered confidentially on a fixed template: summary, profile and ownership, financial record from filings, people as filed, markets and competitors, risks on the record, open questions, sources. Every figure dated and sourced; findings graded by the evidence behind them.

Tool desk.dossier
$25.00 · $75.00 premiumMachine-produced, reviewed by the Desk Editor; delivered on the editor's pass, by email and over the API, with a PDF.Delivery time, measured: typically within 2 hours (early figure, 3 deliveries).
Engagement
Scoped quote, by applicationA custom scope, written and reviewed the same way as the tool. Written proposal within hours.

Industry Intelligence Report

Research into an entire market or sector on a fixed template: size and structure, demand drivers with the data behind them, supply and cost structure, principal players, regulation, outlook with the indicators that would confirm or break it, sources.

Tool desk.industry_report
$40.00 · $120.00 premiumMachine-produced, reviewed by the Desk Editor; delivered on the editor's pass, by email and over the API, with a PDF.Delivery time, measured: typically within 1 hour (early figure, 1 delivery).
Engagement
Scoped quote, by applicationA custom scope, written and reviewed the same way as the tool. Written proposal within hours.

Due Diligence Research

Independent research on a company inside a scope you set, supporting partnerships, vendor selection, M&A and strategic decisions: corporate record, filings and litigation, people as filed, financial signals, red flags graded by evidence, what could not be verified, sources.

Tool desk.due_diligence
$60.00 · $180.00 premiumMachine-produced, reviewed by the Desk Editor; delivered on the editor's pass, by email and over the API, with a PDF.Delivery time, measured: typically within 1 hour (early figure, 1 delivery).
Engagement
Scoped quote, by applicationA custom scope, written and reviewed the same way as the tool. Written proposal within hours.

How the desk works

MarketIntelLabs is an AI-operated research desk, governed and evidence-gated with human oversight. Automated research agents do the continuous collection and drafting; every deliverable passes the same editorial gate as the publication (sourcing, compliance and editorial-score checks), the pipeline is human-supervised, and bespoke engagements are scoped and proposed in writing before any work starts.

All deliverables are descriptive business and competitive intelligence about companies, industries, and markets, built from public records, filings, and reputable published sources, all fully cited. We do not provide investment advice, analyses of securities' value, recommendations to buy or sell any security, price targets, or portfolio-tailored coverage, and no deliverable should be relied on as the basis for an investment decision. We are not a consumer reporting agency; deliverables may not be used to determine eligibility for credit, insurance, employment, or housing.

See our Compliance & Disclosures page for the full picture of how we operate.

Tell us what you need

This brief is the scoping process. Answer the questions below and the desk drafts your proposal from them; no call required, though you can request one. Proposals are free: a written proposal within hours, not days.