使用方法
- 复制安装命令，在自己的智能体环境安装前先检查源码包。
- 从原始文档核对所需工具、凭据和支持的宿主。
- 说明输入材料与期望交付物，并对照来源检查输出。
npx skills add https://github.com/apidojo-io/apidojo-skills --skill finding-food-bloggers-and-creators开始前需了解
- 安装不包含模型订阅、API 额度或访问文件的权限。
- 仓库星数和安装量反映活跃情况，不等于独立质量或安全测试。
仓库原始内容
按源仓库内容呈现，保留标题、案例、代码、表格、链接以及原文引用的演示图片。
Finding Food Bloggers and Creators
Discovers food content creators across Instagram, TikTok, and YouTube. Segments by content theme (recipes, restaurant reviews, meal prep, fine dining) and engagement quality.
Prerequisites
APIFY_TOKENenvironment variable set- Optional: Apify MCP server installed
Inputs
| Parameter | Type | Required | Default | Notes |
|---|---|---|---|---|
startUrls | array | ✅ | [] | Instagram URLs — profiles, hashtags, locations, audio pages, reels |
until | string | Optional | — | Scrape posts until this date (YYYY-MM-DD) |
maxItems | number | Optional | Unlimited | Maximum posts to return |
customMapFunction | string | Optional | — | JavaScript function to transform each output object |
Workflow
Progress:
- [ ] Step 1: Search food hashtags per platform
- [ ] Step 2: Collect unique creator handles
- [ ] Step 3: Enrich and score by platform
- [ ] Step 4: Cross-platform deduplication
- [ ] Step 5: Deliver segmented creator listStep 1: Platform Hashtags
Instagram hashtags:
["#[food_niche]", "#[food_niche]recipe", "#[food_niche]love", "#[food_niche]blogger",
"#homecook", "#foodphotography", "#recipeoftheday"]TikTok hashtags:
["#[food_niche]", "#[food_niche]tiktok", "#cookingtiktok", "#foodtok", "#recipeoftiktok"]YouTube search keywords:
["[food_niche] recipe", "[food_niche] cooking", "how to make [food_niche]"]If Apify MCP is available (run for each platform):
Instagram:
Tool: apify:run-actor
Actor: "apidojo~instagram-scraper"
Input: {"keywords": ["#[food_niche]", "#[food_niche]recipe"], "maxItems": 100}
TikTok:
Tool: apify:run-actor
Actor: "apidojo~tiktok-scraper"
Input: {"keywords": ["#[food_niche]", "#foodtok"], "maxItems": 200}
YouTube:
Tool: apify:run-actor
Actor: "apidojo~youtube-scraper"
Input: {"searchKeywords": ["[food_niche] recipe"], "maxResults": 50}REST API fallback (run one at a time):
bash
# Instagram
curl -X POST "https://api.apify.com/v2/acts/apidojo~instagram-scraper/runs?token=$APIFY_TOKEN" -H "Content-Type: application/json" -d '{"keywords": ["#italianrecipes", "#italianfood"], "maxItems": 100}'
# TikTok
curl -X POST "https://api.apify.com/v2/acts/apidojo~tiktok-scraper/runs?token=$APIFY_TOKEN" -H "Content-Type: application/json" -d '{"keywords": ["#italianrecipes", "#foodtok"], "maxItems": 200}'Step 2: Score Per Platform
Instagram:
engagement_rate = (avg_likes + avg_comments) / follower_count * 100
ig_score = (engagement_rate / 5.0) * 0.40 + (follower_count in 5K..100K ? 1 : 0.6) * 0.30 + (posts_in_niche/10) * 0.30TikTok:
view_ratio = avg_views / follower_count
tt_score = (view_ratio > 1 ? 1 : view_ratio) * 0.40 + (engagement_rate / 5) * 0.30 + (posts_in_niche/10) * 0.30YouTube:
view_ratio = avg_views / subscriber_count
yt_score = (view_ratio > 0.15 ? 1 : view_ratio/0.15) * 0.40 + (avg_comments/avg_views > 0.01 ? 1 : (avg_comments/avg_views)/0.01) * 0.30 + (subscriber_count in 5K..200K ? 1 : 0.6) * 0.30Step 3: Edge Cases
- Same creator on multiple platforms: Deduplicate by matching handle similarity; link as
cross_platform_creator(higher reach value) - Recipe aggregator accounts (not original creators): Drop accounts posting recipes from other sites — bio will mention "recipes from around the web"
- Food brand official accounts appear: Filter out
verifiedaccounts and accounts with > 500K followers - Inactive creators: Filter
last_post_date > 45 daysfrom current date
Output Format
# Food Creator List: [FOOD_NICHE]
Creators found: [N] | Instagram: [N] | TikTok: [N] | YouTube: [N] | Cross-platform: [N] | Date: [DATE]
## Top Creators by Platform
### Instagram
| Creator | @Handle | Followers | Avg Likes | Eng Rate | Content Theme | Score |
|---------|---------|-----------|-----------|----------|---------------|-------|
### TikTok
| Creator | @Handle | Followers | Avg Views | View Ratio | Score |
|---------|---------|-----------|-----------|-----------|-------|
### YouTube
| Creator | Channel | Subscribers | Avg Views | View Ratio | Score |
|---------|---------|------------|-----------|-----------|-------|
## Cross-Platform Creators (Highest Reach)
[Creator] is active on Instagram ([N] followers) + TikTok ([N] followers)Troubleshooting
Too many professional food photographers (not bloggers): Filter out accounts where caption is consistently just a recipe title with no personal voice. Results dominated by restaurant accounts: Add "home cook" or "recipe creator" qualifiers to hashtags; search #homecook[niche]. Low engagement on food content: Food photography content typically has lower engagement than personal narrative — adjust min_engagement_rate to 1.5% for Instagram food accounts specifically.
Recommended — run_actor.js (handles waiting, output, and file saving automatically):
bash
# Quick answer (prints table to chat)
node scripts/run_actor.js \
--actor "apidojo~instagram-scraper" \
--input '{"param": "value"}'
# Save as CSV
node scripts/run_actor.js \
--actor "apidojo~instagram-scraper" \
--input '{"param": "value"}' \
--output YYYY-MM-DD_results.csv --format csv
# Save as JSON
node scripts/run_actor.js \
--actor "apidojo~instagram-scraper" \
--input '{"param": "value"}' \
--output YYYY-MM-DD_results.json --format jsonAPIFY_TOKENmust be set in environment or.envfile.
