Collins Opeyemi
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Make.comAI agents
Published October 8, 2026

Make.com AI Social Media Posting: Instagram, LinkedIn, Facebook

Make.com Automation Expert | AI Content Generation, Social Media Automation, Gemini

Google Drive upload, Gemini writes per platform, Make posts to Instagram, LinkedIn and Facebook.

3 platformsInstagram, LinkedIn, Facebook
1 uploadto Google Drive, nothing else

Video, 1:17, 1 MB. It only downloads when you press play.

In short

A Make.com scenario that turns one upload into three platform-ready posts. Drop an image or video into a Google Drive folder and the scenario picks it up, Google Gemini writes a separate caption for Instagram, LinkedIn and Facebook, and Make publishes each one to the right account. Instagram will not accept a Google Drive link, so the file is re-hosted on Dropbox first and the Dropbox share link is what Instagram receives. One upload, three posts, each written for the platform it lands on rather than one caption pasted everywhere.

Project description

Posting the same piece of content to three platforms is three separate jobs: three captions, three uploads, three logins. This Make.com scenario collapses that into one action. Content goes into a Google Drive folder, and from there the scenario reads it, writes a caption suited to each platform with Google Gemini, and publishes to Instagram, LinkedIn and a Facebook page on its own.

Tools & Deliverables

  • Make.com scenario triggered by a new file in a watched Google Drive folder, handling both images and videos
  • Google Gemini reading the media and writing a separate caption for each platform rather than one generic post
  • Router splitting the flow into three branches, one per platform, each with its own caption step
  • Instagram for Business publishing through a Dropbox share link, because Instagram rejects direct Google Drive links
  • LinkedIn image post and Facebook page post with photos, each with its own AI-written copy
  • A content pipeline the owner runs by doing one thing: putting a file in a folder

The problem

  • Three platforms means three jobs. Every piece of content needed a caption written, a file uploaded and a post published, three times over, which is exactly the kind of repetition that stops a posting schedule being kept.
  • One caption does not fit three audiences. A LinkedIn post, an Instagram caption and a Facebook update read differently. Copying the same text everywhere looks lazy on at least two of them.
  • Instagram is picky about where media lives. Its API will not take a Google Drive link, so the obvious build fails on the platform that matters most for visual content.
  • Posting depends on someone remembering. Content sat in a folder waiting for a free half hour, and the gap between creating it and publishing it kept growing.

Approach

The trigger is the simplest possible action: a new file arriving in a Google Drive folder. Make downloads it and creates a share link, then hands the media to Google Gemini so the caption is written from what is actually in the image or video rather than from a filename. A router then splits the flow into three independent branches, one per platform, and each branch has its own Gemini step with instructions written for that platform's tone and length.

Instagram needed a workaround that most first attempts miss. Its publishing API refuses Google Drive links, so the Instagram branch uploads the file to Dropbox, creates a Dropbox share link, and passes that to Instagram for Business. LinkedIn receives an image post through its own module, and the Facebook branch posts to the page with the photo attached. Because each platform has its own branch, one platform's copy or rules can change without touching the other two.

Solution

Publishing is now a single action: put the file in the folder. The scenario writes three different captions, each matched to its platform, and posts to Instagram, LinkedIn and Facebook without anyone opening those apps. The content calendar stops depending on someone finding a free half hour, and every platform gets copy written for it rather than a pasted duplicate.

The structure is also easy to extend. Adding another platform is another router branch with its own caption step, and changing the tone for one platform means editing that branch's instruction rather than the whole scenario. Swapping Gemini for another model is a module change. The Dropbox step is the only part that exists purely to satisfy a platform rule, and it is isolated in the Instagram branch where it belongs.

FAQ

Why is Dropbox in a Google Drive workflow?

Because Instagram will not publish from a Google Drive link. Re-hosting the file on Dropbox and passing the Dropbox share link is the reliable route, and it only happens in the Instagram branch.

Does every platform get the same caption?

No. Each branch has its own AI step with platform-specific instructions, so LinkedIn gets a professional post, Instagram gets a caption built for its audience, and Facebook gets its own version.

What happens if one platform fails?

Make records the error in the execution history so it can be fixed and re-run. An error handler on each branch lets the other platforms keep publishing when one is down.

Can it schedule posts instead of publishing immediately?

Yes. A scheduling step or a date column in a sheet turns this into a content calendar, and the same branches publish when the date arrives.

Can more platforms be added?

Yes. X, TikTok, Pinterest or a Google Business Profile are each another branch with their own caption step.

Related skills and services for this project

Make.com scenario development

Make.com, Makecom, Make.com automation, Make.com expert, Make.com developer, Make.com specialist, Make.com consultant, Make.com scenario, Make.com scenarios, Make.com integration, Make.com automation expert, Make formerly Integromat, Integromat, Make.com router, Make.com filter, Make.com iterator, Make.com watch files, Make.com Google Drive, Make.com Dropbox, Make.com Instagram, Make.com LinkedIn, Make.com Facebook, Make.com Gemini, Make.com AI, Make.com error handler, Make.com scheduling, Make.com operations, fix Make.com scenario, Make.com debugging, Make.com optimisation, Make.com retainer, build Make.com automation, automate with Make.com

Social media automation

social media automation, social media posting automation, auto posting, cross posting, multi platform posting, content distribution, content publishing automation, Instagram automation, Instagram for Business API, Instagram auto post, Instagram Reels automation, LinkedIn automation, LinkedIn auto post, LinkedIn company page, Facebook automation, Facebook page posting, Meta Graph API, TikTok automation, X automation, Twitter automation, Pinterest automation, YouTube Shorts automation, Google Business Profile posts, social media scheduler, content calendar automation, Buffer alternative, Hootsuite alternative, Later alternative, Metricool, Blotato, social media manager tools, agency social media automation, brand content automation

AI content generation

AI content generation, AI caption writing, AI copywriting, AI social media captions, platform specific captions, brand voice, tone of voice, Google Gemini, Gemini API, Gemini vision, multimodal AI, image understanding, video understanding, OpenAI, ChatGPT API, GPT captions, Claude API, prompt engineering, prompt per platform, content repurposing, content at scale, hashtag generation, call to action generation, AI marketing automation, AI content workflow, generative AI, LLM integration, AI social media manager, AI content assistant

File and media handling

Google Drive automation, Google Drive API, watch folder trigger, file upload trigger, download file, share link generation, Dropbox automation, Dropbox API, Dropbox share link, media hosting, public media URL, image upload automation, video upload automation, media library, asset management, file conversion, image resizing, video processing, Cloudinary, Amazon S3, OneDrive automation, Box automation, folder based workflow, drag and drop publishing, content folder, approval folder, media pipeline

n8n and other platforms

n8n, n8n automation, n8n expert, n8n developer, n8n workflow, n8n social media automation, n8n Instagram, n8n LinkedIn, n8n Gemini, n8n self hosted, n8n cloud, Make to n8n migration, Zapier, Zapier automation, Zapier expert, Zapier social media, Zapier alternative, Make alternative, Power Automate, Pabbly Connect, Activepieces, no code automation, low code automation, automation platform selection, automation consulting

API and integration

API integration, REST API, Meta Graph API, Instagram Graph API, LinkedIn API, Facebook API, Gemini API, Dropbox API, Google Drive API, webhook, webhooks, OAuth, OAuth2, access tokens, token refresh, rate limits, media upload API, error handling, retry logic, JSON, data mapping, field mapping, system integration, SaaS integration, custom integration

Marketing and content operations

marketing automation, content marketing automation, social media marketing, digital marketing automation, content operations, content workflow, editorial workflow, approval workflow, brand consistency, posting consistency, posting schedule, engagement, audience growth, personal brand automation, founder content, LinkedIn personal brand, small business marketing, ecommerce content, product launch posts, real estate listing posts, restaurant social media, fitness content, coaching content, creator workflow

Reliability and maintenance

error handling, independent branches, partial failure, retry logic, failure alerting, monitoring, execution history, logging, duplicate prevention, idempotency, rate limit handling, token expiry handling, test runs, documentation, handover, Loom walkthrough, client owned accounts, credential management, maintainable automation, scalable automation, production ready automation, ongoing support, monthly retainer

Industries and business types

marketing agency, social media agency, content agency, creator business, influencer, personal brand, coach, consultant, real estate agent, real estate team, restaurant, cafe, retail store, ecommerce brand, Shopify store, fitness studio, gym, salon, spa, clinic, dental practice, law firm, SaaS company, startup, nonprofit, event company, photographer, videographer, artist, musician

How clients search for this work

automate my social media, auto post to Instagram, post to all platforms at once, social media automation expert, Make.com social media automation, AI social media posting, AI captions for each platform, cross post automatically, upload once post everywhere, social media workflow, content automation, AI automation expert, workflow automation, business process automation, marketing automation expert, save time on social media, fixed price automation, MVP build, long term automation support, ongoing retainer

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