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Instagram Content Atlas

Map any public Instagram account's content by category, format, and theme. Clean public-data analytics for creators, brands, and content researchers.

Topic AnalysisPrivacy-FocusedRich DataReal-time

How to Map Instagram Content

Strictly limited to publicly accessible Instagram data. Clarvio never accesses, retrieves, or processes anything from private accounts.

1
Content atlas
Public username
@natgeo
Public poststhemed
Categoriesformats

Enter Username

Type any public Instagram username above.

2
Atlas scan
@natgeo
71%
Posts loaded120
Topics detected8
Format ratiomapped
Theme trendrunning…

Pull Public Content

We aggregate publicly visible posts, captions, hashtags, and media types.

3
Atlas result
CATEGORIES12Mapped
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Topics • formats • trends

See the Atlas

Category map, format breakdown, and theme trends — all derived from public content.

Why a content atlas matters

See what an account actually posts about, not just what they claim in bio.

Atlas
12
categories

See the full content map

Topic categories, format ratios, and theme spread — everything a public account actually posts about, summarized.

travelfoodlifestylefashiontech
Niche
3
top niches

Niche positioning at a glance

Some accounts are tightly niched, others are broad. Content atlas tells you exactly where a profile sits.

coreadjacentdrift
Formats
68%
reels share

Format mix and what works

Reels vs. photos vs. carousels — see which formats win on engagement and which underperform.

Reels68%
Photo32%
History
always saved

Saved atlas history

Atlas snapshots stay saved while you're subscribed — review old maps and see niche pivots over time.

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Who this feature is for

Four common reasons people map Instagram content — see which one fits you.

01

Brands evaluating creator fit

See if a public creator's content map aligns with your brand — category breakdown, format mix, and theme consistency at a glance.

02

Creators auditing their own content

Map your own posting categories and surface gaps or overlaps — informs your editorial calendar and niche positioning.

03

Agencies vetting influencer rosters

Pull content atlas data across a roster of public creator accounts — match category fit to client briefs.

04

Researchers studying content trends

Document public content category shifts across creators, niches, and time periods using public data only.

Key features — your Instagram content atlas

Built for clean reads of public content categorization.

Categoriesmap
Travel42%
Food28%
Style18%
Other12%

Content category map

Surface the main topic categories a public account posts about — travel, food, lifestyle, tech, etc., with category ratios.

Format mixratio
Reels 68%Carousel 20%Photo 12%

Format breakdown

See the mix of reels, carousels, single photos, and stories — and which formats earn the most public engagement.

Theme trend6mo
● Lifestyle rising● Travel fading

Theme trend over time

Watch which content themes are growing or fading on a public account — useful for spotting niche pivots.

Public-data read
Free utilityNo credentialsPublic only

Public data only

Content categorization based on publicly visible captions, hashtags, and media. No Instagram login required.

Frequently Asked Questions

Everything you need to know about Instagram content atlas analytics

How does the content atlas work?
Enter any public Instagram username. Clarvio analyzes the captions, hashtags, and media types of public posts to surface content categories, format ratios, and theme patterns.
Does this work for private accounts?
No. Only public accounts have visible content for categorization.
How accurate is the category detection?
Category detection is AI-assisted and improves with more posts. Accounts with 50+ public posts get the cleanest atlas.
Do I need an Instagram account?
No. Clarvio reads only publicly available data — no login or credentials needed.
Is it free?
Free preview lets you enter any public username. Full analytics history requires a Clarvio subscription.

Start mapping content

See the content map of any public Instagram account. Built for brands, agencies, creators, and content researchers.

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ClarvioClarvio

Clarvio is the Instagram analytics platform for growth teams — track audience growth, benchmark competitors, and measure engagement.

© 2026 Clarvio. All rights reserved.
Operated by an independent software publisher. Not affiliated with, endorsed, or sponsored by Instagram or Meta.
Made with ☕ and 🎨 by the Clarvio team

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