Nimble
01

Morning espresso with Nimble

Nimble turns live web chaos into structured, source-grounded, agent-ready intelligence — before the LLM reasons.

Nimble

Morning Signal demo

Morning Signal demo preview Watch on YouTube → youtu.be/KxJ2BB3j1oM
Nimble

One pass from URL to action-ready brief

1

Company URL

Seed the agent with a live website, not a static CRM record.

2

Approved context

Human confirms ICP, markets, and competitor set.

3

Nimble Search

Discover fresh market, competitor, and prospect signals.

4

Nimble Extract

Turn pages into structured, citable evidence.

5

Morning Signal

Synthesize moves only after evidence exists.

The LLM never writes first — Nimble gathers evidence before synthesis.
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The Problem

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GTM teams do not lack information. They miss what changed today.

Competitor
Product launches
Buried in changelogs & blogs
Pricing
Packaging shifts
No alert in the CRM
Docs
API & feature updates
Developer narrative moves first
Community
Threads & comparisons
Buyer language forms here
Hiring
Job postings
Intent before the RFP
Market
Analyst & reports
Category framing drifts weekly
Scattered signals. Zero shared truth.
Nimble

Your systems know history. They do not know this morning.

✕

CRM

Accounts and activities — not competitor pages that changed overnight.

✕

Battlecards

Static PDFs freeze a market that moves every product launch.

✕

LLM memory

Training cutoffs and stale context invent confidence without sources.

Without live web intelligence, agents invent strategy from yesterday’s world.
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The Agent

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Morning Signal architecture: the LLM is one node

Context
Company URL → Company profile → Approved GTM context
Plan
LangGraph planner → Themed queries
Critical path
Nimble Search → Nimble Extract → Evidence packet
Output
OpenAI synthesis → Morning Signal brief

Design choice

Search and extract run before synthesis. If Nimble finds nothing credible, the agent has nothing to invent.

Nimble

Before synthesis: Nimble Search and Extract

S

Search discovers

Fresh sources across competitors, markets, and prospect intent — not ranked nostalgia.

E

Extract structures

Messy pages become usable evidence fields the agent can reason over.

M

Metadata audits

Titles, URLs, publishers, and dates travel with every claim.

G

Grounding holds

Structured evidence blocks generic filler before it reaches the brief.

Only then → synthesis
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Nimble Capabilities

Nimble

Search API: find what changed today

What

Intent-aware web search that returns fresh, structured results for agents.

Developers

One call for discovery — depth, focus, and time range as controls, not afterthoughts.

Teams

Sales and GTM see today’s launches, pricing moves, and hiring signals — not last quarter’s deck.

// Morning Signal · themed discovery
await nimbleSearch({
  query: `"Firecrawl" launch pricing`,
  theme: "competitor",
  timeRange: "month"
})

→ titles · urls · snippets · freshness
→ ready for Extract, not for guessing
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Extract API: turn pages into evidence

What

Pull clean, structured content from any URL the Search step surfaces.

Developers

Skip brittle scrapers. Get agent-ready text and fields with source provenance.

Teams

Every claim in the brief can open the page that justified it.

Input HTML · JS apps · docs · pricing pages
Nimble Extract Structured content + metadata + URL
Evidence packet Theme-tagged snippets the synthesizer may cite — nothing else
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Web Search Agents: automate research playbooks

What

Reusable agents that know how to navigate a site class and return structured knowledge.

Developers

Encode research playbooks once — invoke them like any other API dependency.

Teams

Daily competitor and market sweeps become reliable ops, not heroic analyst nights.

Public agents Maintained recipes for common sources
Custom agents Natural-language specs for your niche sites
Morning Signal fit Same pattern as LangGraph nodes — composable, observable, repeatable
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Crawl & Map: site-level intelligence

What

Map discovers URL structure. Crawl expands extraction across the site graph.

Developers

Plan coverage before spend — know the sitemap shape, then crawl with intent.

Teams

Competitor docs, pricing trees, and changelog hubs become continuous coverage.

// Scale the same evidence pattern
page  → Extract     // one URL
site  → Map         // discover URLs
site  → Crawl       // multi-page extract

Morning Signal starts at Search+Extract.
Crawl/Map is the production expansion path.
Nimble

Drivers: cost and control per request

What

Choose how hard the platform works: standard, render JS, or stealth.

Developers

Match driver to page difficulty — pay for rendering only when the DOM needs it.

Teams

Predictable unit economics and production knobs, not a black-box scrapebill.

Standard
Static / simple HTML · lowest cost
Render JS
SPA & dynamic docs · mid cost
Stealth
Hard targets · max resilience
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Why Nimble

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Nimble vs. the market: agent-ready structured web intelligence

Search result retrieval
Structured web intelligence
Point solution
Agent-ready workflow platform
Exa / Tavily
Firecrawl
Apify
Bright Data
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The wedge

Others excel at retrieval, markdown crawl, or raw infrastructure. Nimble combines live search, structured extract, agents, crawl/map, and pricing controls — the stack Morning Signal needs as one platform.

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Why Nimble wins Morning Signal

Criterion AI search Crawl / scrape Infra platforms Nimble
Live web freshness
Structured extraction
Source inspectability
Agent workflow fit
Developer onboarding
Production controls
Cost transparency
Morning Signal needs freshness, structure, and auditability in one path.
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Build & Extend

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Build path: API key → Search → Extract → grounded brief

01

Get API key

nimbleway.com
02

Set env

NIMBLE_API_KEY=…
03

Call Search

POST /v2/search
04

Call Extract

POST /v2/extract
05

Orchestrate

LangGraph nodes
06

Synthesize

LLM + sources only
Ship a runnable workflow — not a slide about endpoints.
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Same pattern across GTM, recruiting, research, and finance

01Live web signal
02Structured evidence
03Grounded synthesis
04Business action
GTM intelligenceMorning Signal
Recruiting intelligenceHiring & talent moves
Market researchCategory shifts
Financial monitoringFilings & news
Product / competitiveDocs & launches
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