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Instagram Comment analyzer

Enter a creator's handle to analyze their comments. This is built on Modash's Raw API; you can use it to fetch on-demand creator data (like comments, content, views, etc.) to use in your products & systems.

How many comments to read
Maya Moves profile photo
Maya Moves
@maya.moves · Instagram · 248k followers
Last 12 posts · 4 Aug – 28 Sep 2026 · Quick scan
Comments analyzed
480
Median comments per post
39
Question comments
38 · 7.9%
Thin comments
182 · 37.9%
Purchase intent
22 · 4.6%

Example comments with purchase intent

  • Need these shoes, can you drop the link?
    runwithjess · 12 Sep · View post ↗
  • Is the vest waterproof or just water resistant?
    dan.k.runs · 4 Sep · View post ↗
  • Ordering the same watch after this
    sofia_trains · 28 Aug · View post ↗
  • What size do you wear in these? I'm between sizes
    miles.with.mo · 12 Sep · View post ↗
  • Where did you get the vest??
    trailtom · 4 Sep · View post ↗

Example comments with questions

  • How do you stay motivated on rainy mornings?
    nadia.k · 12 Sep · View post ↗
  • How long did it take you to get under 50 minutes for a 10K?
    benruns_ldn · 4 Sep · View post ↗
  • Do you warm up before hill sprints?
    coach.amir · 4 Sep · View post ↗
  • What's your weekly mileage looking like right now?
    ellie.m · 28 Aug · View post ↗
  • Is this route in Richmond Park?
    trailtom · 21 Aug · View post ↗

Build custom comment analyses into your product

Modash's Raw API fetches data for any public Instagram, TikTok or YouTube profile on demand. Common use cases include sentiment analysis, influencer campaign reporting and creator vetting.

Go as far back as you need

Analyze the last 12 posts, or fetch a longer content history as needed. Or, point the API at single post/video URLs instead of a creator profile.

See the whole creator

Fetch a creator's related profiles and run the same analysis across their social media identities. For example, put in an Instagram handle, and check their comments across TikTok and YouTube too.

Bring your own logic

The Raw API returns the raw data. Layer your own code rules or LLM analyses on top to decide what gets categorized, flagged and surfaced as you need.

Request demoView docs

Talk to us to get free testing credits

How this tool works

When you input a creator handle, first the tool uses the User Info endpoint to fetch the creator's name, photo and follower count for the results card.

Next, it uses the User Feed endpoint to fetch the last 12 posts. Then, for each post it uses the Media Comments endpoint to fetch the comments from those posts.

Finally, custom code runs over the raw data to categorize things like "thin comments", questions, and so on.

  1. 01
    GETUser Info

    Fetches the creator's name, profile photo and follower count for the top of the results card. One request.

  2. 02
    GETUser Feed

    Pulls the creator's last 12 posts, with captions, dates and comment counts. Old pinned posts are skipped.

  3. 03
    GETMedia Comments

    Fetches comments on each of those posts. Comments are paginated, so total requests depend on the volume of comments.

  4. 04
    Comment checks

    Code flags thin comments and spots likely questions. An AI model (Jev) judges which comments show buying intent and which questions are genuine.

See what else you can build with Modash API

This analyzer is one example. The free tools below run on the same API; you can build any of these concepts into your own products.

Explore the APIView docs
Average views calculator

See how many views a creator's posts usually get, so a brand can set their expectations before negotiating.

Influencer Report
Try the free tool →
Fake follower checker

Check what share of an Instagram creator's followers look like real people. Useful as part of a brand's vetting process.

Influencer Report
Try the free tool →
Instagram email finder

Find an Instagram creator's business email address, so outreach lands in the right inbox.

Influencer Report
Try the free tool →
Engagement rate calculator

Get any creator's engagement rate and see how it compares with creators of a similar size.

Influencer Report
Try the free tool →
Influencer search tool

Search creators across Instagram, TikTok and YouTube to find the ones that fit a brand.

Search Influencers
Try the free tool →
Building something else?

Can't see your use case here? Talk to us and we'll tell you whether the Modash API is a good fit.

Request a demo →

Get creator data via API

Modash offers two creator data APIs: Discovery, and Raw. Both are designed for bringing creator data into your products, systems and processes.

Request demoView docs

Talk to us to get free testing credits

Discovery API

Search and filter creators across Instagram, TikTok and YouTube, with audience demographics, credibility and lookalikes.

Explore Discovery API
Raw API

Live profiles, posts, comments and hashtags, fetched on demand when your product needs them.

Explore Raw API

Frequently asked questions