Market Research

Conduct market research using Apify Actors to extract data from multiple platforms.

When to Use

• You need market sizing, regional demand, pricing, trend, or consumer behavior data.
• The task is to gather research inputs from maps, travel, Facebook, Instagram, or trend sources with Apify.
• You need structured market data plus a synthesized view of opportunities or risks.

Prerequisites

(No need to check it upfront)

• .env file with APIFY_TOKEN
• Node.js 20.6+ (for native --env-file support)
• mcpc CLI tool: npm install -g @apify/mcpc

Workflow

Copy this checklist and track progress:

Task Progress:
- [ ] Step 1: Identify market research type (select Actor)
- [ ] Step 2: Fetch Actor schema via mcpc
- [ ] Step 3: Ask user preferences (format, filename)
- [ ] Step 4: Run the analysis script
- [ ] Step 5: Summarize findings

Step 1: Identify Market Research Type

Select the appropriate Actor based on research needs:

User Need	Actor ID	Best For
Market density	compass/crawler-google-places	Location analysis
Geospatial analysis	compass/google-maps-extractor	Business mapping
Regional interest	apify/google-trends-scraper	Trend data
Pricing and demand	apify/facebook-marketplace-scraper	Market pricing
Event market	apify/facebook-events-scraper	Event analysis
Consumer needs	apify/facebook-groups-scraper	Group research
Market landscape	apify/facebook-pages-scraper	Business pages
Business density	apify/facebook-page-contact-information	Contact data
Cultural insights	apify/facebook-photos-scraper	Visual research
Niche targeting	apify/instagram-hashtag-scraper	Hashtag research
Hashtag stats	apify/instagram-hashtag-stats	Market sizing
Market activity	apify/instagram-reel-scraper	Activity analysis
Market intelligence	apify/instagram-scraper	Full data
Product launch research	apify/instagram-api-scraper	API access
Hospitality market	voyager/booking-scraper	Hotel data
Tourism insights	maxcopell/tripadvisor-reviews	Review analysis

Step 2: Fetch Actor Schema

Fetch the Actor's input schema and details dynamically using mcpc:

export $(grep APIFY_TOKEN .env | xargs) && mcpc --json mcp.apify.com --header "Authorization: Bearer $APIFY_TOKEN" tools-call fetch-actor-details actor:="ACTOR_ID" | jq -r ".content"

Replace ACTOR_ID with the selected Actor (e.g., compass/crawler-google-places).

This returns:

• Actor description and README
• Required and optional input parameters
• Output fields (if available)

Step 3: Ask User Preferences

Before running, ask:

1. Output format:
   • Quick answer - Display top few results in chat (no file saved)
   • CSV - Full export with all fields
   • JSON - Full export in JSON format
2. Number of results: Based on character of use case

Step 4: Run the Script

Quick answer (display in chat, no file):

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT'

CSV:

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT' \
  --output YYYY-MM-DD_OUTPUT_FILE.csv \
  --format csv

JSON:

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT' \
  --output YYYY-MM-DD_OUTPUT_FILE.json \
  --format json

Step 5: Summarize Findings

After completion, report:

• Number of results found
• File location and name
• Key market insights
• Suggested next steps (deeper analysis, validation)

Error Handling

APIFY_TOKEN not found - Ask user to create .env with APIFY_TOKEN=your_token mcpc not found - Ask user to install npm install -g @apify/mcpc Actor not found - Check Actor ID spelling Run FAILED - Ask user to check Apify console link in error output Timeout - Reduce input size or increase --timeout

Limitations

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for enprojectnment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.