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lovable-integrationsEdge Function Integration

How to Integrate Lovable with Later

To integrate Lovable with Later, create a Supabase Edge Function that calls Later's API using OAuth2 credentials stored in Cloud → Secrets. The API provides access to media scheduling, link-in-bio management, and analytics. Use Lovable's chat to build Instagram and TikTok-first visual content calendars, Linkin.bio dashboards, and social analytics tools.

What you'll learn

  • How to set up Later API credentials and understand the platform's Instagram and TikTok focus
  • How to store Later OAuth credentials securely in Cloud → Secrets
  • How to create an Edge Function that proxies Later scheduling and media API calls
  • How to build a visual content calendar and Linkin.bio management UI in Lovable
  • How Later's visual-first scheduling model differs from text-centric publishers like Buffer
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Intermediate12 min read45 minutesSocialMarch 2026RapidDev Engineering Team
TL;DR

To integrate Lovable with Later, create a Supabase Edge Function that calls Later's API using OAuth2 credentials stored in Cloud → Secrets. The API provides access to media scheduling, link-in-bio management, and analytics. Use Lovable's chat to build Instagram and TikTok-first visual content calendars, Linkin.bio dashboards, and social analytics tools.

Build Instagram and TikTok visual content calendars with the Later API

Later was built from the ground up for visual social media — primarily Instagram and TikTok. Unlike general social media schedulers that treat all content as text-with-optional-media, Later treats the visual asset as the primary unit of content. The platform's media library holds your photos and videos, and the content calendar is a visual drag-and-drop grid that previews how your Instagram feed will look as a whole.

The Later API exposes this visual-first architecture: media items, posts, profiles, and the Linkin.bio link-in-bio feature. Linkin.bio converts Instagram's single bio link into a landing page that mirrors your Instagram feed — users who click the bio link can tap individual posts to be taken to the product or article featured in each image. The API lets you manage the links attached to each Linkin.bio post, track clicks, and see conversion data.

Building a Lovable integration with Later is most valuable for agencies managing content for multiple Instagram clients, e-commerce brands with large visual libraries, and social media teams that need visual calendar features embedded into a larger marketing platform. Later covers Instagram, TikTok, Facebook, Twitter, Pinterest, and LinkedIn, making it practical as a central scheduling tool.

Integration method

Edge Function Integration

Later uses OAuth2 for API authentication and provides REST endpoints for media library management, scheduling, link-in-bio configuration, and analytics. All Later API calls are proxied through a Supabase Edge Function with credentials stored in Cloud → Secrets to keep OAuth tokens server-side and away from browser code.

Prerequisites

  • A Lovable account with a project that has Lovable Cloud enabled
  • A Later account — API access requires Later's Growth or Advanced plan
  • A Later developer application registered at later.com/developers or through Later's API documentation
  • OAuth2 client credentials from Later's developer portal
  • An active Later profile with connected Instagram or TikTok account

Step-by-step guide

1

Access Later's API documentation and obtain credentials

Later's API access is handled through their platform rather than a traditional developer portal. Navigate to app.later.com and go to Settings → API or check later.com/developers for the current API access flow — Later's developer program has evolved and the current access path may differ from older documentation. Later's API uses OAuth2 for authentication. Contact Later's support team or navigate to their developer documentation at developers.later.com to register your application and obtain a Client ID and Client Secret. Later may require a paid plan (Growth or above) to enable API access — verify this with their current pricing when setting up. To generate an access token, use Later's OAuth2 authorization code flow. The authorization URL follows the standard pattern with your client ID, redirect URI, and requested scopes. Later's scopes include read for reading profile and post data, and write for scheduling and managing content. For development and testing, Later may provide an API token directly in the app settings without requiring the full OAuth flow. Check Settings → Integrations or Settings → API in your Later account — some plan tiers provide a direct API token that can be used for development. Store your Later API credentials before proceeding to the next step. You will need either a direct API token or the client credentials for the OAuth2 flow.

Pro tip: Later's API documentation is at developers.later.com. Check their current rate limits and authentication requirements before building — Later has updated their API program multiple times and current requirements may differ from older tutorials.

Expected result: You have Later API credentials — either a direct API token or OAuth2 client credentials. You have at least one connected Instagram or TikTok profile in your Later account.

2

Store Later credentials in Cloud → Secrets

Open your Lovable project and navigate to Cloud → Secrets via the '+' icon next to Preview. Add the following secrets based on the credential type you obtained: For direct API token: - Name: LATER_API_TOKEN — Value: your Later API token For OAuth2 client credentials: - Name: LATER_ACCESS_TOKEN — Value: your OAuth2 access token - Name: LATER_REFRESH_TOKEN — Value: your refresh token - Name: LATER_CLIENT_ID — Value: your Later application Client ID - Name: LATER_CLIENT_SECRET — Value: your Later application Client Secret Also add: - Name: LATER_PROFILE_ID — Value: your Later social profile ID (found in the Later URL when viewing a profile, or from the profiles API endpoint) Later credentials authorize publishing content to connected social accounts — Instagram and TikTok posts going out under your brand. Store them in Cloud → Secrets with the same care as any credential that controls public brand communications.

Expected result: Later API credentials appear in Cloud → Secrets with masked values.

3

Create the Later API proxy Edge Function

Create a Supabase Edge Function that proxies Later API calls. Later's API base URL is https://api.later.com/v1/ and all requests use the Authorization: Bearer {token} header. The function handles four core actions: posts (list scheduled posts for a profile), post_analytics (fetch performance data for published posts), media (list the media library), and schedule_post (create a new scheduled post). Later's API uses ISO 8601 timestamps for schedule times. Posts require a media_id (from an existing Later media item), the profile_id to post to, caption text, and a scheduled_at time. The media must be uploaded to Later's library first before it can be referenced in a scheduled post.

Lovable Prompt

Create a Supabase Edge Function at supabase/functions/later-api/index.ts. Accept POST requests with 'action' (posts | media | schedule_post | analytics | profiles) and 'params'. Use LATER_API_TOKEN (or LATER_ACCESS_TOKEN) as Bearer auth for https://api.later.com/v1/. For 'posts': GET /posts?profile_id={LATER_PROFILE_ID}&status=scheduled. For 'media': GET /media?profile_id={LATER_PROFILE_ID}. For 'schedule_post': POST /posts with profile_id, media_id, caption, and scheduled_at. For 'analytics': GET /post_analytics?profile_id={id}&start_date={date}&end_date={date}. Include CORS headers.

Paste this in Lovable chat

supabase/functions/later-api/index.ts
1// supabase/functions/later-api/index.ts
2const LATER_BASE = 'https://api.later.com/v1';
3
4Deno.serve(async (req) => {
5 if (req.method === 'OPTIONS') {
6 return new Response(null, {
7 headers: {
8 'Access-Control-Allow-Origin': '*',
9 'Access-Control-Allow-Methods': 'POST, OPTIONS',
10 'Access-Control-Allow-Headers': 'Content-Type, Authorization',
11 },
12 });
13 }
14
15 const apiToken = Deno.env.get('LATER_API_TOKEN') || Deno.env.get('LATER_ACCESS_TOKEN');
16 const profileId = Deno.env.get('LATER_PROFILE_ID');
17
18 if (!apiToken) {
19 return new Response(JSON.stringify({ error: 'Later API token not configured' }), {
20 status: 500,
21 headers: { 'Content-Type': 'application/json', 'Access-Control-Allow-Origin': '*' },
22 });
23 }
24
25 const headers = { 'Authorization': `Bearer ${apiToken}`, 'Content-Type': 'application/json' };
26 const { action, params } = await req.json();
27
28 let url: string;
29 let fetchOptions: RequestInit;
30 const pId = params?.profile_id || profileId;
31
32 if (action === 'posts') {
33 url = `${LATER_BASE}/posts?profile_id=${pId}&status=${params?.status || 'scheduled'}&limit=50`;
34 fetchOptions = { method: 'GET', headers };
35 } else if (action === 'media') {
36 url = `${LATER_BASE}/media?profile_id=${pId}&limit=50`;
37 if (params?.page_token) url += `&page_token=${params.page_token}`;
38 fetchOptions = { method: 'GET', headers };
39 } else if (action === 'schedule_post') {
40 url = `${LATER_BASE}/posts`;
41 fetchOptions = {
42 method: 'POST',
43 headers,
44 body: JSON.stringify({
45 profile_id: pId,
46 media_ids: params.media_ids,
47 caption: params.caption,
48 scheduled_at: params.scheduled_at,
49 }),
50 };
51 } else if (action === 'profiles') {
52 url = `${LATER_BASE}/profiles`;
53 fetchOptions = { method: 'GET', headers };
54 } else if (action === 'analytics') {
55 const q = new URLSearchParams({
56 profile_id: pId!,
57 start_date: params.start_date,
58 end_date: params.end_date,
59 });
60 url = `${LATER_BASE}/post_analytics?${q}`;
61 fetchOptions = { method: 'GET', headers };
62 } else {
63 return new Response(JSON.stringify({ error: 'Invalid action' }), {
64 status: 400,
65 headers: { 'Content-Type': 'application/json', 'Access-Control-Allow-Origin': '*' },
66 });
67 }
68
69 const response = await fetch(url, fetchOptions);
70 const data = await response.json();
71
72 return new Response(JSON.stringify(data), {
73 status: response.ok ? 200 : response.status,
74 headers: { 'Content-Type': 'application/json', 'Access-Control-Allow-Origin': '*' },
75 });
76});

Pro tip: Later's API requires media to be in the Later media library before it can be scheduled. The media IDs returned by the media action are what you reference in the schedule_post action's media_ids array.

Expected result: The later-api Edge Function is deployed. Calling it with { action: 'profiles' } returns your connected Later social profiles. Calling it with { action: 'posts' } returns scheduled posts.

4

Build the visual content calendar and analytics dashboard

Use Lovable's chat to build the visual content calendar. The calendar displays scheduled posts from Later's API — each post shows its thumbnail image, caption preview, scheduled date and time, and network icon. The visual grid preview shows posts in a 3-column layout that mirrors how they will appear on an Instagram feed, helping content managers see the overall aesthetic flow. For the Linkin.bio section, fetch published posts that have links attached and show their click analytics. Display each post as a card with the image thumbnail, the linked URL, and click count. Add an edit button that opens a form to update or add a URL. For the analytics view, Later provides per-post metrics: likes, comments, saves, reach, and impressions for Instagram; views, likes, comments, and shares for TikTok. Show a summary table of recent posts sorted by engagement rate, and a trend chart for follower growth and average engagement over time. For bulk content workflows where a design team creates many images in batch and needs to upload them to Later's library, build an upload queue component: users select multiple images from Supabase Storage, the component calls Later's media upload endpoint for each one sequentially, and shows a progress indicator for the batch upload. For agencies managing many client accounts or large-scale Instagram content programs, RapidDev's team can help design the multi-profile architecture and automated content pipeline.

Lovable Prompt

Build a Later content dashboard with three tabs: (1) Calendar showing scheduled posts for this week and next in a 3-column Instagram-style grid with caption preview and scheduled time beneath each thumbnail; (2) Analytics showing the last 30 posts' performance with likes, comments, saves, and engagement rate in a sortable table; (3) Media Library showing uploaded images in a grid with an 'Upload to Later' button that calls the later-api Edge Function to create a scheduled post with the selected media.

Paste this in Lovable chat

Expected result: A Later dashboard shows the visual content calendar with scheduled post thumbnails in a grid, a post analytics table, and a media library. The visual calendar clearly shows the Instagram feed preview for upcoming content.

Common use cases

Visual Instagram content calendar with feed preview

Build a content calendar that pulls scheduled posts from Later's API and displays them as a visual grid preview showing how the Instagram feed will look. Marketers can see the aesthetic flow of upcoming content and reorder posts by updating their scheduled dates.

Lovable Prompt

Create a visual content calendar that calls the later-api Edge Function to fetch my scheduled Instagram posts. Display them as a 3-column grid in chronological order, showing the image thumbnail, caption preview, scheduled date, and status. Add a toggle to switch between calendar view (weekly/monthly) and grid view (Instagram feed preview). Show a count badge for each day that has scheduled posts.

Copy this prompt to try it in Lovable

Linkin.bio management and click tracking dashboard

Build a Linkin.bio management tool that shows the current link page setup, click analytics per link, and allows adding or updating links for each Instagram post. The dashboard shows click-through rates and helps marketers optimize their link-in-bio strategy.

Lovable Prompt

Build a Linkin.bio dashboard that fetches the current link-in-bio posts from the later-api Edge Function. Display each post with its thumbnail, current link URL, and click count from Later's analytics. Add an edit button that opens a form to update the URL for each post. Show a total clicks chart by day for the past 30 days.

Copy this prompt to try it in Lovable

Media library and bulk upload tool

Create a media management tool that integrates Supabase Storage with Later's media library. The tool lets users upload images to Supabase, review them with metadata, then push approved media to Later's library for scheduling.

Lovable Prompt

Build a media upload workflow where users can upload images to Supabase Storage, add a caption, tags, and category metadata, then push approved images to Later's media library via the later-api Edge Function. Show a side-by-side view of unscheduled Supabase media and Later's library. Add bulk upload that sends multiple images to Later in sequence.

Copy this prompt to try it in Lovable

Troubleshooting

API returns 401 Unauthorized or 'Invalid API token'

Cause: The LATER_API_TOKEN or LATER_ACCESS_TOKEN in Cloud → Secrets is expired, revoked, or incorrectly copied.

Solution: Log into your Later account and regenerate your API token from Settings → API or regenerate the OAuth access token using the refresh token flow. Update the corresponding secret in Cloud → Secrets. Verify the token value has no leading or trailing whitespace when copied.

Schedule post request returns 422 with 'Media not found'

Cause: The media_id in the schedule_post request does not exist in Later's media library, or the media item belongs to a different profile than the one specified.

Solution: First fetch the media library using the 'media' action and verify the media_id exists and is associated with the correct profile_id. Later media items are profile-specific — you cannot schedule media from one profile's library to a different profile. Upload the media to the correct profile's library first.

Posts endpoint returns empty data despite scheduled content in Later

Cause: The profile_id parameter does not match any of your Later profiles, or the status filter is excluding the posts you are looking for.

Solution: Call the profiles action to get the correct profile IDs. Later profile IDs are numeric and must match exactly. Also try fetching posts with status=all to see posts in all statuses — your content may be in 'auto_publish' or 'reminder' status rather than 'scheduled'.

Best practices

  • Store Later API credentials in Cloud → Secrets — they authorize publishing to brand social accounts and must never appear in browser code
  • Cache the media library in Supabase with a short TTL — the media library can be large and fetching it on every calendar load significantly increases page load time
  • Pre-upload media to Later's library before building the scheduling UI — the two-step process (upload media, then schedule) is Later's required workflow and should be reflected in your UX
  • Display the 3-column Instagram grid preview in the content calendar — this is Later's signature feature and provides the most value for Instagram-focused users
  • Use Later's profile IDs (not social network usernames) for all API calls — fetch profile IDs from the profiles endpoint and store them alongside profile names in Supabase
  • For Instagram carousels, pass multiple media_ids in the media_ids array of the schedule_post request — Later supports multi-image carousel posts
  • Build the analytics view around Instagram-specific metrics (saves, reach, story views) not just generic engagement — Later's analytics are richer for Instagram than for other platforms

Alternatives

Frequently asked questions

Does Later API require a paid plan?

Yes — Later's API access requires a paid plan. The Growth plan and above include API access, though Later's plan structure evolves over time. Free and Starter plans do not include programmatic API access. Check later.com/pricing for the current plan that includes API features before starting development.

What is Linkin.bio and how does the API support it?

Linkin.bio is Later's link-in-bio tool that transforms Instagram's single bio link into a mini landing page that mirrors your Instagram feed. When followers click your bio link, they see a clickable version of your recent posts — clicking each post takes them to a URL you configure. The Later API lets you manage which URL is associated with each published post, retrieve click analytics, and update links without logging into the Later interface.

Can I upload images directly to Later's media library via the API?

Later's API supports media library management, though the upload endpoint's implementation details may require multipart form upload rather than JSON. Check Later's current API documentation at developers.later.com for the media upload endpoint — the workflow involves a multipart POST with the image file, which the Edge Function would need to handle by passing the file through from the frontend or downloading from Supabase Storage and re-uploading to Later.

Does Later support TikTok scheduling through the API?

Yes — Later supports TikTok as a connected platform and includes TikTok in its scheduling and analytics features. TikTok's API restrictions (related to TikTok's posting policies) mean some TikTok post types go through a mobile reminder flow rather than fully automated posting, depending on account type and content format. The Later API supports scheduling TikTok content to the extent that Later's native platform does.

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