SPIRITTParallel

Parallel research.
Delivered as data.

SPIRITT runs Parallel for structured web research at scale. It discovers the companies and people you need, enriches every row to your schema, monitors the web for change and writes cited results into your CRM, sheets and docs.

SPIRITT Workspace input reading Connect me to Parallel, with the Parallel icon in a compact app tile.

What you can do with Parallel.

  • Research shaped to your fields

    Task runs return results in your output schema, ready to write into records.

  • Thousands of rows at once

    Task groups enrich whole lists and FindAll discovers new matches.

  • The web, watched

    Monitors rerun your queries on a cadence and SPIRITT routes every change.

Get started in three steps.

01

Open your workspace

Start a SPIRITT workspace for the research, lists and monitoring you want run.

A workspace connected to research sources
02

Connect Parallel

Connect Parallel with your API key. Runs use your Parallel processors and quota.

SPIRITT Workspace input reading Connect me to Parallel, with the Parallel icon in a compact app tile.
03

Delegate an outcome

Describe the list or answer you need. SPIRITT runs the research and writes results where they belong.

Research and recurring intelligence workflows

Research that lands in your systems

Questions

Parallel, with SPIRITT.

01What can SPIRITT do with Parallel?+
Run web research tasks with your own output schema, batch them across thousands of rows, discover entities that match your conditions, run deep research with citations, search and extract pages, and set monitors that watch the web on a cadence.
02What is FindAll?+
FindAll discovers companies, people or other entities that meet natural-language conditions, with exclusion lists, match limits up to 1,000 and enrichments on top. SPIRITT turns the matches into CRM records or lists.
03Can results follow my schema?+
Yes. Task specs define input and output schemas, so results arrive as clean fields SPIRITT writes straight into HubSpot, Sheets or Supabase.
04How do monitors work?+
A monitor reruns a query hourly, daily, weekly or every two weeks and records an event when something material changes. SPIRITT reads those events and routes them to Slack, Notion or email.
05Are answers cited?+
Grounded responses and deep research return source citations, and SPIRITT keeps those links next to every fact it writes.
06How do I connect Parallel?+
Open a SPIRITT workspace, connect Parallel with your API key and describe the research or list you need.
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