Social Media · Social Media Manager

AI Agent for Research-to-social post generator

Monitor a user prompt, fetch fresh sources via Perplexity, validate outputs, craft a Vietnamese post, and optionally publish to Facebook.

How it works
1 Step
Prompt Intake
2 Step
Research & Validation
3 Step
Post Craft & Publish
Accepts a user prompt and routes it into the AI agent workflow.

Overview

End-to-end automation to turn prompts into ready-to-publish social content.

The AI agent ingests a prompt, researches relevant sources with Perplexity AI, and outputs a validated, publish-ready social post. It crafts a concise Vietnamese post aligned with your brand voice. Optionally, it publishes the post to your Facebook Page via the Graph API and archives outputs for auditing.


Capabilities

What AI Agent for Research-to-social post generator does

Core actions that transform prompts into published content.

01

Ingests the prompt

02

Calls Perplexity Researcher to fetch sources

03

Validates outputs and structures into a publish-ready JSON

04

Writes a concise Vietnamese post

05

Formats content for posting (tone, length, hashtags)

06

Publishes to Facebook Page (optional)

Why you should use AI Agent for Research-to-social post generator

Two sentences of explanation.

Before
Prompts are collected across multiple channels or in isolation, causing context loss.
Sources are outdated or inconsistent, risking misinformation.
Vietnamese posts vary in tone and length, harming brand voice.
No automated validation or audit trail for posts.
Publishing to Facebook is manual and error-prone, delaying results.
After
Single prompt intake with standardized format.
Automated, up-to-date source retrieval from Perplexity Researcher.
Consistent, brand-aligned Vietnamese posts.
Validated, structured outputs with audit trails.
One-click publish to Facebook or scheduling with governance.
Process

How it works

A simple 3-step system everyone can follow.

Step 01

Prompt Intake

Accepts a user prompt and routes it into the AI agent workflow.

Step 02

Research & Validation

Calls Perplexity Researcher to gather sources and validate data, then formats the results into a structured JSON.

Step 03

Post Craft & Publish

Generates a Vietnamese post and publishes to Facebook Page via Graph API if enabled.


Example

Example workflow

A realistic prompt-to-post scenario with concrete timing.

Scenario: A marketing team prompts the AI agent to announce a product update. In about 2 minutes, the agent retrieves fresh sources from Perplexity, drafts a 120–150 word Vietnamese post, and publishes it to the Page with sourced links. Outputs are stored for auditing and review.

Social Media OpenAIPerplexity ResearcherFacebook Graph APISheets/Notion/DB AI Agent flow

Audience

Who can benefit

Roles that gain efficiency and consistency from the AI agent.

✍️ Social Media Manager

Requires consistent, sourced posts at scale.

💼 Content Marketing Lead

Wants posts backed by fresh sources.

🧠 Product Marketing Manager

Needs product launch posts with citations.

Marketing Agency

Manages multiple brands and pages.

🎯 Small Business Owner

Needs automated publishing to maintain cadence.

📋 Content Writer

Prefers draft-ready content for quick editing.

Integrations

Core tools the AI agent uses to automate the workflow.

OpenAI

Generates draft posts and supports language translation to Vietnamese when needed.

Perplexity Researcher

Fetches fresh sources to inform the post and enable data validation.

Facebook Graph API

Publishes posts to your Page automatically (optional) and updates post status.

Sheets/Notion/DB

Stores outputs and audit trails for governance and review.

Applications

Best use cases

Concrete scenarios that the AI agent handles well.

Product launch announcements on Facebook
Industry trend updates with sourced references
Event announcements with sourced details
Weekly product digest posts in Vietnamese
Customer success stories with citations
Seasonal or campaign-specific posts in Vietnamese

FAQ

FAQ

Common practical questions about using the AI agent.

The agent can draft posts and publish automatically when connected to Facebook Graph API and the Page has publishing permissions. You control whether posting is automatic or manual reviews are required. Outputs include an audit trail and the JSON payload used for posting. You can disable publishing and use the generated draft for internal review instead.

Yes. You can adjust the model, temperature, and tone prompts to match your brand voice, and constrain post length for optimal engagement. The Vietnamese post can be tuned to formal or informal style as needed.

The Perplexity Researcher integration fetches current sources and cites them in the draft. The AI agent validates data against the sources and structures the output as a JSON payload to ensure accuracy prior to posting.

Yes. The agent drafts posts in Vietnamese and can adapt to regional dialects or branding guidelines. You can test prompts and review tone settings in CONFIG before running campaigns.

Credentials are stored securely in your configured credential store; no keys are exposed in nodes. Publishing requires Page IDs and edge permissions, which must be granted in your Facebook Page settings. The flow is designed to avoid hard-coding secrets.

The architecture supports additional publish paths by duplicating the publish step and integrating with other APIs. You can route the generated content to other social networks or CMSs with minimal changes.

All generated content and source references are stored in a persistent store for auditing. Each run records the inputs, sources, and the final payload used for posting, enabling traceability and compliance checks.


AI Agent for Research-to-social post generator

Monitor a user prompt, fetch fresh sources via Perplexity, validate outputs, craft a Vietnamese post, and optionally publish to Facebook.

Use this template → Read the docs