Cloro
for LuumenAI

Structured Google and AI assistant answers, pulled on demand or queued in batches

Cloro returns structured results from Google Search and assistants like Gemini and Perplexity. Luumen reads answers, sources, supported countries, credit balance, and async queue depth directly in the terminal. When you need recurring monitoring, it queues async tasks as a previewed, approved step. Authentication uses an API key.

The Cloro toolbox

10 tools: 8 read, 2 write. Reads answer instantly. Writes require approval by default. Everything is logged.

  • ReadExtract AI AnswerSynchronously extract a Gemini or Perplexity answer for a prompt and country.
  • ReadExtract Google AI Mode AnswerExtract a structured Google AI Mode answer with sources and optional rich modules for a prompt and country.
  • ReadGet Async Queue StatusRead organization-wide queued and processing counts, priority distribution, and current async concurrency without modifying the queue.
  • ReadGet Async TaskGet a queued Cloro task by ID, or wait with bounded polling until it reaches COMPLETED or FAILED.
  • ReadGet CreditsRead the organization's current completed-charge credit balance and billing cycle.
  • ReadList Supported CountriesReturn Cloro's current supported country codes, optionally filtered by provider model.
  • ReadList US StatesReturn the US state and DC codes accepted for state-level targeting.
  • ReadSearch GoogleExtract structured Google web or Google News results from a query and country, or web results from a complete Google Search URL.
  • WriteSubmit Async TaskQueue one non-cancelable Cloro monitor task and return its task ID and estimated credit charge without waiting. Approval by default
  • WriteSubmit Async Task BatchQueue 1-500 independently validated, non-cancelable Cloro monitor tasks. Approval by default

One prompt, start to finish

What a governed Cloro run looks like inside Luumen.

Questions

How does LuumenAI connect to Cloro?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

Can LuumenAI change things in Cloro on its own?

Read actions answer immediately. Anything that writes — submit async task, submit async task batch — is shown as a plan and requires approval by default, including the 2 actions classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.

Who gets access to the integration?

You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.

Is there an audit trail?

Every call to Cloro — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.

Put Cloro to work with Luumen

Connect in minutes. Every action scoped, approved, and audited from day one.