Monitor research from target accounts, write original posts with AI, generate visuals, and publish across X, Threads, Instagram, Facebook, and LinkedIn after approval.
The AI agent continuously researches top-performing content from your target accounts and distills its structure into reusable templates. It writes original post copy and long-form captions tailored to your niche using those templates. It drafts visuals and queues posts for review in Airtable, then publishes across all major platforms after you approve.
Core actions the AI agent performs to automate posting.
Fetches target usernames from Airtable daily.
Scrapes top posts with Apify, excluding replies and links, ranked by views.
Analyzes post structure with Gemini and creates a reusable template.
Generates original post copy tailored to your niche using GPT.
Writes engaging captions with hooks and hashtags.
Saves drafts to Airtable for review and approval.
This AI agent eliminates manual research, drafting, and cross-platform publishing by orchestrating the end-to-end process from discovery to live posts, with approvals kept in Airtable.
A simple 3-step flow anyone can follow.
A daily trigger pulls target usernames from Airtable, scrapes top content with Apify, and generates a reusable post template using Gemini.
GPT writes original post copy and long-form captions based on the template and your niche, then saves the draft to Airtable.
Upon approval in Airtable, an AI image generator creates a text-graphic, uploads it to ImgBB, and posts to X, Threads, LinkedIn, Facebook, and Instagram.
A realistic daily scenario showing task, time, and outcome.
A marketing team configures Airtable with five target usernames and drafts a weekly set of posts. The AI agent runs a daily cycle, spending about 60 minutes to produce five drafts, reviews them in Airtable, and approves two for publishing. After approval, visuals are generated, hosted, and distributed across X, Threads, LinkedIn, Facebook, and Instagram, with all posts marked as Published in the Airtable record.
Roles that gain practical value from automated cross-platform publishing.
Needs a scalable way to research, rewrite, and publish across multiple platforms from a single workflow.
Requires consistent posting cadence and reliable approvals for client campaigns.
Wants to standardize multi-client publishing with auditable drafts and approvals.
Gains time by automating discovery, drafting, and posting across platforms.
Seeks consistent voice and visuals while maintaining control over live posts.
Wants data-driven ideas and templates to scale content programs.
Tools used and what the AI agent does inside each one.
Stores target usernames and drafts; controls the flow with status field.
Scrapes latest posts from target accounts and filters by engagement.
Analyzes post structure and creates a reusable template for rewriting.
Generates original post copy tailored to your niche.
Generates and hosts the text-graphic visual; provides a public URL.
Distributes text-only posts or full posts with visuals via API requests.
Practical scenarios that benefit from automated content creation and distribution.
Common concerns about AI-driven cross-platform publishing.
The agent publishes to X, Threads, LinkedIn, Facebook, and Instagram. It can also adapt to other platforms with API access. You control which platforms are enabled and the posting schedule. The process includes an approval step in Airtable before live posting.
Yes. The prompts for writing and caption generation can be edited to match your voice, audience, and brand guidelines. Changes apply to all drafts produced by the agent. You can test variations on a pilot set of posts before full deployment. Ongoing adjustments are supported as your strategy evolves.
Yes. Drafts are stored in Airtable and must be marked as Approved to trigger publishing. This ensures you review and approve every post before it goes live. The approval status is part of the centralized content log for auditing. You can revert approvals if you need to pause a campaign.
All credentials are managed through a credential manager and not embedded in the workflow. HTTP nodes are configured with secure headers and tokens. You can rotate credentials without changing the agent configuration. This minimizes exposure and improves security.
Failures trigger a back-off and retry routine within the agent. The Airtable log records the error with timestamps and platform details. You receive a notification of the failure and can retry after addressing the issue. The system continues to monitor and resume with the next scheduled post.
Drafts, approvals, post text, visuals, and platform statuses are stored in Airtable. Access is controlled by your Airtable permissions and the credential manager. The log provides an auditable trail of actions and publishing history. Personal data is handled according to your data policy and platform terms.
Yes. You can enable or disable platforms in the integration settings without stopping other parts of the flow. Pausing a platform prevents new posts from being published there while allowing drafts to continue to be prepared for other platforms. We provide a clear status indicator for each platform in Airtable.
Monitor research from target accounts, write original posts with AI, generate visuals, and publish across X, Threads, Instagram, Facebook, and LinkedIn after approval.
