Instagram Competitor Analysis with Claude: A Step-by-Step Guide

InsightfulPipe publishes this guide, and its steps use InsightfulPipe's hosted Instagram and Ads Libraries servers. Instagram's own Competitive insights and the other tools that rank for this topic come near the end.

Last updated: 2026-10-02

Short answer: Instagram competitor analysis compares your account with 3 to 5 rivals on posting frequency, format mix, engagement rate per post, top posts, captions, hashtags and ads. To run it in Claude, connect Instagram in InsightfulPipe, add the Instagram MCP server and the Ads Libraries server as custom connectors, and paste the prompts below. Plans start from $29.99 a month.

Instagram competitor analysis with Claude: the quick version

Six steps take you from a connected account to a list of gaps you can act on. Each step has its own section and prompt below.

1. In InsightfulPipe, open Connected accounts and connect Instagram Business with Read-only access.
2. In Claude, add https://instagram.insightfulmcp.com/ and https://ads-libraries.insightfulmcp.com/ as custom connectors.
3. Name 3 to 5 competitors and let Claude look up their Instagram handles and followers.
4. Pull your last 30 posts with their reach, saves and shares.
5. Collect each competitor's last 12 posts with business discovery, or paste a 12-post tally.
6. Ask Claude to compare posting frequency, format mix, engagement rate, top posts, hooks and hashtags.

Watch: The Instagram MCP server working in Claude, ChatGPT, Cursor and Gemini, 1 minute 27 seconds

The video may show an earlier setup. Follow the steps in this guide for the current route.

Instagram competitor analysis tools at a glance

Five routes cover most teams, and they differ on what you see about rivals, what sits beside it and who does the analysis.

InsightfulPipe also puts your Facebook Page and ad accounts in the same chat. The first pull takes one prompt: for five fitness apparel brands, it returned each Instagram handle and follower count.

What can Claude see about a competitor's Instagram account?

Claude sees your own account's posts and insights, and only the public layer of anyone else's. Meta's API does not return reach, saves, shares, Stories or audience data for accounts you do not manage.

So compare like with like: likes and comments over followers, for you and every rival. Keep reach-based numbers for your own decisions.

What you are actually connecting

You connect Claude to InsightfulPipe's hosted servers. The Instagram server reaches only the accounts you authorized, and the Ads Libraries server needs no account.

The path: Claude → InsightfulPipe MCP server → your Instagram professional account, through its linked Facebook Page.

Claude never receives your Facebook or Instagram password. InsightfulPipe runs each Graph API call with the access you approved, inside your workspace and action list. The same login can add the Page through the Facebook Pages MCP server and your campaigns through the Meta Ads MCP server. You need no Meta developer app, no access token of your own and no server to host.

Before you start

You need five things: the right Instagram account, a workspace, a role that can connect, an AI client and a list of rivals.

• An Instagram professional account. A Business or Creator account linked to a Facebook Page your Facebook login manages.
• An InsightfulPipe workspace. Plans start from $29.99 a month, and each connected account counts as one connection. Start a trial on any plan.
• A role that can connect. Owners, Administrators and Operators can. Members with the User role cannot.
• A client that supports remote MCP servers. Claude's Free, Pro, Max, Team and Enterprise plans can add custom connectors, and Free allows one, per Anthropic's help article. ChatGPT, Claude Code, Cursor, Gemini CLI and Codex work too.
• 3 to 5 competitor handles. Step 3 shows how to choose them.

Meta's own roles still apply: InsightfulPipe sees only what your Facebook login manages and cannot expand that authority.

Step 1: Connect Instagram in InsightfulPipe

Connecting takes a Facebook sign-in and one choice of accounts. Choose Read-only, because competitor analysis only reads.

1. In the InsightfulPipe app, open Connected accounts and click Connect account.
2. Search for Instagram and click Connect on the Instagram Business card.
3. Under Access level, choose Read-only.
4. Click Continue with Instagram and sign in with Facebook.
5. Select your Instagram accounts and click Connect. Each one becomes its own connection.

Step 2: Add the Instagram and Ads Libraries servers to Claude

Claude needs two URLs, one for your Instagram data and one for the ad libraries. The steps match on claude.ai and Claude Desktop.

1. Copy https://instagram.insightfulmcp.com/.
2. In Claude, open Customize > Connectors, click +, then Add custom connector.
3. Name it, paste the URL and click Add.
4. Click Connect, and sign in to InsightfulPipe if asked.
5. Repeat with https://ads-libraries.insightfulmcp.com/, the Ads Libraries MCP server.
6. In a new chat, click +, open Connectors and switch both on.

On Claude's Free plan, add InsightfulPipe from Claude's connector directory instead. That one connection reaches every platform in your workspace. In a terminal, one line per server does the job:

claude mcp add --transport http instagram-analytics-mcp https://instagram.insightfulmcp.com/
claude mcp add --transport http ads-libraries-mcp https://ads-libraries.insightfulmcp.com/

Step 3: Choose 3 to 5 competitors and size them up

Pick rivals who chase the same audience, not only the same product. Three to five keeps the comparison readable:

• Direct rivals. One or two brands selling what you sell to the same people.
• An aspirational leader. The account your audience treats as the standard.
• An adjacent brand. A creator or brand next door that holds your audience's attention.

Skip accounts that have not posted in 30 days. Then let Claude size up the field:

Use the Ads Libraries server.
For each brand in [BRAND 1], [BRAND 2], [BRAND 3], run facebook_search_companies.
Keep the verified Page whose ig_username matches the brand's Instagram handle.
Return a table: brand, page_id, ig_username, ig_followers.
Do not change anything.

Keep each page_id. Step 7 uses it.

Step 4: Benchmark your own account

Your own numbers come first, because they are the only complete set. Pull the same window you will use for rivals.

Use Instagram account [ACCOUNT_ID].
Run get_profile for followers_count.
Run get_media for my last 30 posts with media_type, media_product_type,
timestamp, like_count, comments_count and caption.
For each post, run get_media_insights with reach, views, saved and shares.
Return one row per post with engagement rate = (likes + comments) / followers x 100.

Claude now holds two engagement rates. The follower-based one compares fairly with rivals. The reach-based one, interactions over reach, shows which posts travelled.

Step 5: Collect each competitor's last 12 posts

Competitor posts come from public data, by business discovery or by a 12-post tally that works for any public account.

Business discovery. The Instagram server lists get_business_discovery, Meta's lookup for other Business and Creator accounts. Given a username, it returns the profile with followers_count and media_count, plus up to 25 recent posts, 12 by default. Each post carries its caption, media_type, timestamp, like_count and comments_count.

Use Instagram account [ACCOUNT_ID].
For each username in [@handle1], [@handle2], [@handle3],
run get_business_discovery with limit 12.
Return one row per post: username, followers_count, timestamp, media_type,
like_count, comments_count, the caption's first line and its hashtags.
If business discovery is not enabled, stop and tell me.

InsightfulPipe controls this lookup with a switch on its side. When it is off, Claude reports "Instagram business discovery is not enabled for this deployment." Use the tally then.

The 12-post tally. Open each rival's profile, skip pinned posts and copy the next 12 into this table. Write "off" where the owner turned like counts off.

account | followers | date | format | likes | comments | caption's first line | hashtags

Paste the table into the chat. Claude treats it like the lookup's rows.

Step 6: Compare the metrics and find the gaps

The comparison turns two piles of posts into decisions. Use the same formula for every account.

A post with 1,200 likes and 80 comments on a 40,000-follower account scores 3.2%. Rival IQ's benchmark report uses the same basis: interactions "divided by total follower count". Business discovery reports Reels as VIDEO.

Compare my posts with the competitor rows above.
For each account, return posts per week, format mix, average engagement rate
per post, the top 3 posts with their first lines, the 5 most used hashtags,
and the days and hours of top posts in [TIME ZONE].
Then list three gaps I can act on next month, each with its evidence.

Watch the first seconds of each top Reel yourself. The API returns the caption, not the on-screen hook.

Step 7: Check the ads they run, then repeat monthly

Organic posts show half the picture. Meta's Ad Library shows the ads each rival is running, and the Ads Libraries server reads it for you.

Use the Ads Libraries server.
For page_id [PAGE_ID], run facebook_company_ads with status ACTIVE and max_ads 30.
Group the ads by format and by the offer in the copy.
List each ad's ad_link_url.

Ads a rival keeps running for weeks are the ones worth studying. Set them beside that rival's top organic posts.

Repeat steps 3 to 7 on the same date each month. A single pull is a snapshot, so growth shows only when Claude compares this month's table with last month's.

Verify it worked

Three checks, shortest first, tell you the connection works and where a failure sits.

The connection is live. In a Claude chat, + > Connectors lists both servers. In Claude Code, claude mcp list shows both.

A prompt that cannot do harm. It reads one profile and changes nothing.

List the Instagram accounts available to this connection.
Return the username, account ID and followers_count from get_profile.
Do not change anything.

A real read. Ask for your last 10 posts with likes and comments, then check one in the Instagram app.

What Claude may change in your Instagram account

Competitor analysis needs only reads, and a Read-only connection keeps it that way. On Read & write accounts, your admin decides action by action what Claude may do.

The Instagram server exposes 19 actions: 11 read and 8 write. The Ads Libraries server's 14 actions are all reads.

• Read-only locks every write until an admin reconnects the account with Read & write.
• Every action is a switch. An owner, admin or operator turns each one on or off per account, under Configure actions for this account. The server refuses a switched-off action in every client.
• Posts go live at once. publish_media makes a post public, and there are no drafts or scheduling over MCP. Switch off create_media_container, publish_media and publish_post wherever Claude should not post.
• Deleting comments starts off. delete_comment stays off until an admin switches it on.
• Roles hold. User-role members run only the read actions left on, on accounts an owner or admin grants them.

That is why InsightfulPipe is the safest way to let an AI agent change an Instagram account: a read-only connection locks every write, publishing sits behind switches, and deleting comments waits for your admin.

Troubleshooting

Most failures are one of these eight, and five come with an exact message.

• "No Instagram accounts were found. Please ensure you authorized the correct account." Use a Business or Creator account linked to a Facebook Page your login manages, then connect again.
• "Instagram business discovery is not enabled for this deployment." InsightfulPipe has the lookup switched off. Use the 12-post tally from step 5.
• "@[username] was not found or is not a Business/Creator account." The handle is misspelled, private or personal. Use the tally for that rival.
• Several Pages share the brand's name. Keep the verified Page whose ig_username matches the handle.
• A post has comments but no like count. The owner turned like counts off, so Meta omits like_count. Leave that post out of the averages.
• The ad list is empty. The lookup returns active ads by default. Try another country or status, then check Meta's Ad Library.
• "Monthly Ads Libraries limit reached for your plan." Ads Libraries requests count toward a monthly allowance: 400 on Starter, 4,000 on Growth, 10,000 on Agency.
• "This action is disabled for this connected account. An owner or admin must enable it for the account." An owner, admin or operator switches the action on.

Other Instagram competitor analysis tools

Instagram's own feature and a dozen tools answer this search, and each draws its line in a different place. Every row comes from the vendor's own page, checked on 2026-10-02.

Instagram Competitive insights. In Meta's words, it "is only available to eligible public Instagram accounts with a Meta One subscription", on the Advanced, Expert and Max plans. It compares you with up to 10 public accounts over up to 6 months, and ranks their top content by shares, comments, likes or saves (Meta).

Most suites keep competitor tracking inside their own dashboards. InsightfulPipe runs it in the AI client you already use, next to your Instagram insights, your Facebook Page and your ad accounts.