Instagram research skill

Search content, analyze profiles, track hashtags, and research competitors on Instagram through SandBase.

by sandbaseai·Apache-2.0 license·★ 199 Stars on the repo·GitHub ↗

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Inside this skill

SKILL.md · the author's own words
# Instagram Research

Instagram content and creator research through SandBase. Search posts, analyze profiles, track hashtag trends, and gather competitive intel…

## Call SandBase capabilities

For every selected tool, call `sandbase_describe_tool` first and use only arguments in its current input schema. Then call `sandbase_call_t…

## Operating principles

- Use Instagram data for market research and competitive intelligence only.
- Preserve attribution: include post URLs, usernames, engagement metrics, dates.
- Respect user privacy — focus on public accounts and public content.
- Never attempt to follow, like, comment, or message on behalf of the user.

## Workflow

Word-for-word excerpt, not a result. Read the full SKILL.md ↓

Files of Instagram research

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SKILL.md
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Instagram Research

Instagram content and creator research through SandBase. Search posts, analyze profiles, track hashtag trends, and gather competitive intelligence. Read the API map before selecting a capability.

Call SandBase capabilities

For every selected tool, call sandbase_describe_tool first and use only arguments in its current input schema. Then call sandbase_call_tool with the exact tool_name.

Operating principles

  • Use Instagram data for market research and competitive intelligence only.
  • Preserve attribution: include post URLs, usernames, engagement metrics, dates.
  • Respect user privacy — focus on public accounts and public content.
  • Never attempt to follow, like, comment, or message on behalf of the user.

Workflow

1. Search and discover

Use instagram_v3_general_search to find accounts, hashtags, and places. Use instagram_v3_hashtag_posts to track content around specific hashtags. Use instagram_v3_explore to discover trending content.

2. Analyze profiles

Use instagram_v3_user_profile for account details (bio, followers, post count). Use instagram_v3_user_posts for recent content and engagement patterns. Use instagram_v3_user_reels for Reels strategy analysis. Use instagram_v3_user_highlights for curated content themes.

3. Analyze content

Use instagram_v3_post_info for detailed post metrics (likes, comments, caption). Use instagram_v3_post_comments for audience sentiment and engagement quality. Use instagram_v3_post_likes to see who engages with content.

4. Location and music research

Use instagram_v3_location_posts for location-based content discovery. Use instagram_v3_music_posts to find content using specific audio.

Output

Return: search results, profile analysis (followers, engagement rate, content themes), hashtag performance, content patterns, and competitive positioning.

Example tasks

  • "Analyze @competitor's Instagram — posting frequency, engagement rate, content themes."
  • "Find top posts for #[hashtag] in the last week."
  • "Who are the top Instagram influencers in [niche] with 50K-500K followers?"
  • "What content format performs best for [brand] on Instagram?"
  • "Track how [campaign hashtag] is performing in terms of post volume and engagement."
1---
2name: instagram-research
3description: Search content, analyze profiles, track hashtags, and research competitors on Instagram through SandBase. Use when asked for Instagram research, influencer analysis, hashtag tracking, content strategy research, or competitor social monitoring.
4---
5 
6# Instagram Research
7 
8Instagram content and creator research through SandBase. Search posts, analyze profiles, track hashtag trends, and gather competitive intelligence. Read [the API map](references/sandbase-api-map.md) before selecting a capability.
9 
10## Call SandBase capabilities
11 
12For every selected tool, call `sandbase_describe_tool` first and use only arguments in its current input schema. Then call `sandbase_call_tool` with the exact `tool_name`.
13 
14## Operating principles
15 
16- Use Instagram data for market research and competitive intelligence only.
17- Preserve attribution: include post URLs, usernames, engagement metrics, dates.
18- Respect user privacy — focus on public accounts and public content.
19- Never attempt to follow, like, comment, or message on behalf of the user.
20 
21## Workflow
22 
23### 1. Search and discover
24 
25Use `instagram_v3_general_search` to find accounts, hashtags, and places.
26Use `instagram_v3_hashtag_posts` to track content around specific hashtags.
27Use `instagram_v3_explore` to discover trending content.
28 
29### 2. Analyze profiles
30 
31Use `instagram_v3_user_profile` for account details (bio, followers, post count).
32Use `instagram_v3_user_posts` for recent content and engagement patterns.
33Use `instagram_v3_user_reels` for Reels strategy analysis.
34Use `instagram_v3_user_highlights` for curated content themes.
35 
36### 3. Analyze content
37 
38Use `instagram_v3_post_info` for detailed post metrics (likes, comments, caption).
39Use `instagram_v3_post_comments` for audience sentiment and engagement quality.
40Use `instagram_v3_post_likes` to see who engages with content.
41 
42### 4. Location and music research
43 
44Use `instagram_v3_location_posts` for location-based content discovery.
45Use `instagram_v3_music_posts` to find content using specific audio.
46 
47## Output
48 
49Return: search results, profile analysis (followers, engagement rate, content themes), hashtag performance, content patterns, and competitive positioning.
50 
51## Example tasks
52 
53- "Analyze @competitor's Instagram — posting frequency, engagement rate, content themes."
54- "Find top posts for #[hashtag] in the last week."
55- "Who are the top Instagram influencers in [niche] with 50K-500K followers?"
56- "What content format performs best for [brand] on Instagram?"
57- "Track how [campaign hashtag] is performing in terms of post volume and engagement."
58 

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