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Agent Research Early access

Business changes, verified at the source.

Agent Research monitors public sources, detects meaningful business changes, verifies them against original evidence and delivers structured events to people and software systems.

Request Early Access See the demo
Agent Research · console Demo · fictional data
Sources3 watched
  • acme.example/de/newsMonitoringchecked 14s ago
  • acme.example/en/sitesMonitoringchecked 41s ago
  • acme.example/fr/pressMonitoringchecked 8s ago

Company, URLs and quotes are fictional. The demo runs locally in your browser.

Pipeline
  1. 01
    Source
    —
  2. 02
    Change
    —
  3. 03
    Verify
    —
  4. 04
    Event
    —
Verified event
Facility openingVerified
Acme Example Industries
Bremen, Germany
Detected28 Sep 2026
LanguageEN
Event typefacility_opening
Original evidence
“Our new Bremen facility will begin operations in the fourth quarter.”
Source · acme.example/en/sites
Illustrative · no live backend

01What it monitors

The public pages where companies announce what they do.

You choose the companies and the kinds of events that matter. Agent Research watches the relevant public sources and reports business events, not page edits.

Acme Example Industriesfictional company · 6 public sources
  • acme.example/de/newsNewsroom
  • acme.example/en/sitesLocations
  • acme.example/fr/pressPress
  • acme.example/en/productsProducts
  • acme.example/en/careersCareers
  • acme.example/en/about/leadershipLeadership
Example event types
facility_openingproduct_launchpartnershipleadership_changelocation_changeproduct_availabilityexpansionhiringmarket_entryannouncement

Illustrative list. In early access we start from the events that matter to you.

Not a business event layout or styling change
updated copyright year
reordered navigation

02Verified event model

Anatomy of a verified event.

Each event answers the same questions — what happened, to whom, when, according to what, and where it came from. Select a field to see where it lives.

{
  "id": "evt_01J8Z6Q3F2",
  "event_type": "facility_opening",
  "company": "Acme Example Industries",
  "location": { "city": "Bremen", "country": "DE" },
  "detected_at": "2026-09-28T09:14:03Z",
  "evidence": {
    "quote": "Our new Bremen facility will begin operations…",
    "language": "en"
  },
  "source": {
    "url": "https://acme.example/en/sites",
    "captured_at": "2026-09-28T09:14:03Z"
  },
  "verification": { "status": "verified" }
}
Illustrative schema · fictional data

03Evidence

Don’t just get an alert. Get the evidence.

The sentence that triggered the event is preserved exactly as published — here in German — with its source and detection time. Anyone can check it in seconds.

acme.example/de/news
Acme Example Industries · Aktuelles

Neue Pumpengeneration für Industriekunden

Nach zwei Jahren Entwicklung stellen wir heute unsere nächste Produktgeneration vor. Ab sofort ist die neue Baureihe K7 in ganz Europa erhältlich. Bestehende Kunden erhalten in den kommenden Wochen weitere Informationen.

Technische Datenblätter stehen im Downloadbereich zur Verfügung.

LanguageDE · original
Detected2026-09-28 07:52 UTC
Classificationproduct_launch
StateVERIFIED
Product launchVerified
Acme Example Industries
Europe · K7 series
Detected28 Sep 2026
LanguageDE
Source/de/news
Evidence · original language
„Ab sofort ist die neue Baureihe K7 in ganz Europa erhältlich.“
acme.example/de/news · captured 07:52 UTC

04Multilingual

Six languages in. One structure out.

Companies announce in their own languages. The evidence is kept exactly as written, and the event is structured the same way every time.

Original source text

“Our new Bremen facility will begin operations in the fourth quarter.”

Source · acme.example/en/sites
Structured event · same shape in every language 
{
  "event_type": "facility_opening",
  "company": "Acme Example Industries",
  "location": "Bremen, DE",
  "evidence": {
    "language": "en",
    "source_url": "https://acme.example/en/sites"
  },
  "verified": true
}
Fictional example
DEDeutsch
ENEnglish
FRFrançais
ITItaliano
ESEspañol
NLNederlands

05Use cases

One engine. Four ways teams use it.

Follow what competitors actually do — not what their homepage looks like this week.

  • Product launches
  • Facility openings
  • Partnerships
  • Leadership changes
product_launchK7 series available across Europeacme.example/de/newsDE
facility_openingNew service centre in Valenciaharbor.example/es/prensaES
partnershipLogistics partnership announcedvale.example/fr/presseFR
leadership_changeNew chief financial officer namedlumen.example/en/newsEN

Fictional example events

06Delivery

To your team, your systems, or your agents.

Every verified event can be read by a person, pulled or pushed to a system, or requested and paid for by software.

For teams & systems

Dashboard-ready data, by API or webhook.

  • Dashboard-ready dataConsistent fields per event
  • APIQuery events on demand
  • WebhooksPushed when an event is verified
CompanyEventWhereState
Acme Examplefacility_openingBremenVERIFIED
Harbor Examplemarket_entryMadridVERIFIED
Vale ExamplepartnershipLyonVERIFIED
For agents

Structured results, bought programmatically.

  • Structured resultsTyped events, not raw HTML
  • Programmatic purchasingNo manual sign-up step
  • x402 supportMachine-to-machine payment
Agentrequests verified events
Service402 Payment Required · price quoted
Agentpays via x402, retries request
Service200 OK · events with evidence

07Illustrative technical example

Events your code can trust.

  • 01

    Query. Ask for the companies and event types you care about.

  • 02

    Receive. Get structured events with evidence and source attached.

  • 03

    Subscribe. Or have verified events pushed to your webhook.

This example shows the shape of the data. It is not a public endpoint — early-access users receive integration details directly.

# Illustrative example — not a public endpoint
POST /events/query
Content-Type: application/json

{
  "companies": ["Acme Example Industries"],
  "event_types": ["facility_opening", "product_launch"]
}
Illustrative API example · fictional data
Early access

Monitor what matters.

Tell us which companies and events matter to you. We are opening Agent Research to a small number of early users.

Request Early Access Learn how it works
Tologicalknight0@gmail.com
SubjectAgent Research Early Access
Companies you want to follow
Events that matter to you
Delivery — dashboard, API, webhook or agent