Influencer prospecting skill

Use when the user wants to find creators, influencers, affiliates, or social accounts in a niche for outreach, partnerships, sponsorships, UGC, seeding, or competitive research.

by ScrapeCreators·MIT license·★ 2,619 Stars on the repo·GitHub ↗

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Influencer Prospecting

Overview

Build practical creator prospect lists from public social data. The goal is to find accounts that fit the niche, have enough reach, and show evidence of relevant content or audience fit.

When to Use

Use this skill when the user asks to:

find influencers or creators in a niche
build a UGC, affiliate, sponsorship, or seeding list
find micro-influencers with strong engagement
identify creators who already talk about a product category
export prospects as CSV

Useful Sources

TikTok search users, popular creators, profile, profile videos, audience demographics
Instagram search profiles, profile, posts, reels
YouTube search and channel details
Link-in-bio services: Linktree, Komi, Pillar, Linkbio, Linkme
Amazon Shop and TikTok Shop showcase where relevant

Scoring Framework

Score each prospect 1-5 on:

Niche fit — content clearly matches the category
Audience fit — country/language/platform fit when public data supports it
Reach — followers/subscribers and recent views
Engagement quality — comments look real and relevant
Brand safety — obvious controversy or mismatch risk
Contactability — public links/email/contact path available

Output Format

# Influencer Prospect List: {niche}

| Creator | Platform | Followers | Recent views | Fit | Contact path | Notes |
|---|---|---:|---:|---:|---|---|

## Best Fits
1. ...

## Outreach Angles
- ...

## CSV
```csv
creator,platform,profile_url,followers,recent_views,fit_score,contact_path,notes


## Common Pitfalls

- Do not equate large follower count with good fit.
- Do not scrape or expose private contact data. Use public links only.
- Do not hide uncertainty when profiles have limited public data.

1	---
2	name: influencer-prospecting
3	description: Use when the user wants to find creators, influencers, affiliates, or social accounts in a niche for outreach, partnerships, sponsorships, UGC, seeding, or competitive research. Produces scored prospect lists from public social data.
4	allowed-tools: Bash, Read, Write, WebFetch
5
6	version: 1.0.0
7	author: ScrapeCreators
8	license: MIT
9	homepage: https://scrapecreators.com
10	repository: https://github.com/ScrapeCreators/social-media-research-skills
11	metadata:
12	openclaw:
13	requires:
14	env:
15	- SCRAPECREATORS_API_KEY
16	primaryEnv: SCRAPECREATORS_API_KEY
17	homepage: https://scrapecreators.com
18	tags:
19	- social-media
20	- research
21	- scrapecreators
22	---
23
24	# Influencer Prospecting
25
26	## Overview
27
28	Build practical creator prospect lists from public social data. The goal is to find accounts that fit the niche, have enough reach, and show evidence of relevant content or audience fit.
29
30	## When to Use
31
32	Use this skill when the user asks to:
33
34	- find influencers or creators in a niche
35	- build a UGC, affiliate, sponsorship, or seeding list
36	- find micro-influencers with strong engagement
37	- identify creators who already talk about a product category
38	- export prospects as CSV
39
40	## Useful Sources
41
42	- TikTok search users, popular creators, profile, profile videos, audience demographics
43	- Instagram search profiles, profile, posts, reels
44	- YouTube search and channel details
45	- Link-in-bio services: Linktree, Komi, Pillar, Linkbio, Linkme
46	- Amazon Shop and TikTok Shop showcase where relevant
47
48	## Scoring Framework
49
50	Score each prospect 1-5 on:
51
52	- Niche fit — content clearly matches the category
53	- Audience fit — country/language/platform fit when public data supports it
54	- Reach — followers/subscribers and recent views
55	- Engagement quality — comments look real and relevant
56	- Brand safety — obvious controversy or mismatch risk
57	- Contactability — public links/email/contact path available
58
59	## Output Format
60
61	```markdown
62	# Influencer Prospect List: {niche}
63
64	\| Creator \| Platform \| Followers \| Recent views \| Fit \| Contact path \| Notes \|
65	\|---\|---\|---:\|---:\|---:\|---\|---\|
66
67	## Best Fits
68	1. ...
69
70	## Outreach Angles
71	- ...
72
73	## CSV
74	```csv
75	creator,platform,profile_url,followers,recent_views,fit_score,contact_path,notes
76	```
77	```
78
79	## Common Pitfalls
80
81	- Do not equate large follower count with good fit.
82	- Do not scrape or expose private contact data. Use public links only.
83	- Do not hide uncertainty when profiles have limited public data.