Research first · Confirm before action

Turn X research into a reviewable workflow

Retrieve public content around accounts, keywords, time ranges, and requested fields. Preserve sources and sample boundaries. Before any post or interaction, show the complete action and wait for the user’s explicit confirmation.

Safety boundary: retrieval, filtering, analysis, and draft preparation may continue without changing an account. Posting, replying, liking, unliking, following, or unfollowing changes account state and requires explicit confirmation for each action. OAuth alone is not permission to act automatically.

What it is designed to support

Twitter Autopilot is intended for researchers and content teams that need traceable public-discussion analysis and carefully controlled account actions.

Account and timeline research

Organize public profiles, recent activity, mentions, and available metrics while separating original posts, replies, reposts, and quote posts.

Topic and sentiment analysis

Filter by keyword, time, and language; merge duplicate events; and summarize viewpoints, sentiment, and recurring requests.

Conversation context

Combine the original post with available replies, quotes, and thread context, then report missing or inaccessible content.

Confirmed account actions

Prepare an OAuth-authorized post or interaction, but display the account, target, and complete action for confirmation before execution.

From a question to a reviewable result

Every task begins with a defined scope and ends with the coverage actually returned by the service—never a claim of complete platform coverage.

Define scope

Set the account or keyword, time range, count, ranking method, and fields.

Retrieve and filter

Record pagination, unavailable content, and the real time span returned.

Organize and cite

Deduplicate, classify, separate facts from interpretation, and retain sources.

Act after confirmation

For a write action, display every detail and wait for explicit approval.

Read-only and write actions stay separate

Read-only research

Retrieve public profiles and recent activity
Search topics, replies, and quote posts
Deduplicate, compare, classify, and draft
Make no change to any X account

Account writes

Publish or reply with text or media
Like or unlike a post
Follow or unfollow an account
Require explicit confirmation and result verification

Confirmation must be specific. It should identify the authorized account, the target account or post, the full content, and the action type. A vague “continue,” an automation request, or an existing OAuth session does not replace confirmation for the current action.

Evidence every result should preserve

SourcesOriginal account or post URLs and the representative content supporting each finding.

CoverageActual time span, raw and relevant record counts, deduplicated count, and pagination state.

MethodQueries, filters, classification criteria, and a clear separation of facts, user views, and analysis.

LimitsDeleted, private, restricted, or unavailable content and a reminder that the sample is not all users.

Important limitations

Public content and engagement figures change continuously. Popular rankings, search results, replies, and quote posts may be incomplete and should not be described as a statistical sample or complete social-listening dataset.

Product claims, incidents, research findings, and customer complaints require independent verification. Similar account names should be resolved before action, and a write action is complete only when the service explicitly returns success.

Current fees, balances, and expiration terms are determined by the service provider’s live page. This document makes no comparative price or discount claim.

Get started

Install the complete official package acquired through Finch. The previously referenced public GitHub installation URL is not currently verifiable, so this page does not present it as a working source.

1 · Install the official package2 · Configure the key locally3 · Begin with a read-only task