Compliance Scanner, Actor Recommender & Comparisons

ApifyForge includes three tools for evaluating actors before you commit: the Compliance Risk Scanner for legal exposure, the Actor Recommender for finding the right tool, and head-to-head Comparisons for evaluating competing actors. These tools help you make informed decisions about which actors to use and what risks to be aware of.

Compliance Risk Scanner

The Compliance Risk Scanner at apifyforge.com/tools/compliance-scanner assesses the legal and regulatory risk of using specific Apify actors.

What it checks

The scanner evaluates three categories of risk for each actor:

**PII risk** — does this actor collect personally identifiable information? It scans the actor's description and output fields for keywords indicating personal data collection: emails, phone numbers, names, addresses, employee data, salary information, resumes, and similar identifiers. Actors that collect PII trigger obligations under GDPR (EU), CCPA (California), PIPEDA (Canada), and other privacy regulations.

**ToS risk** — does this actor scrape a platform that prohibits automated data collection? The scanner checks against a database of platform-specific rules:

- **HIGH risk**: LinkedIn, Facebook, Instagram — these platforms actively litigate against scrapers - **MEDIUM risk**: Amazon, Google, YouTube, TikTok, Indeed, Glassdoor — these prohibit scraping in their Terms of Service but enforcement varies - **LOW risk**: Reddit, Yelp, Zillow — public data sources with less aggressive enforcement

**Regulation mapping** — based on the identified PII and ToS risks, the scanner lists which specific regulations may apply and links to the relevant legal text. Regulations covered include GDPR, CCPA/CPRA, the Computer Fraud and Abuse Act (CFAA), the ePrivacy Directive, CAN-SPAM, and PIPEDA.

Risk levels

Each actor gets an overall risk score:

- **LOW** (green) — generally safe. Public data, no PII, permissive platform ToS. Proceed with standard caution. - **MEDIUM** (amber) — proceed with care. Review the specific regulations flagged and ensure your use case complies. Consider adding data handling safeguards. - **HIGH** (red) — significant legal exposure. The actor collects PII from platforms that actively litigate against scrapers. Consult legal counsel before using in production.

Important limitations

The scanner provides awareness, not legal advice. It identifies risk factors based on keywords and known platform policies, but it cannot evaluate your specific use case, jurisdiction, or business context. A HIGH risk rating does not mean the activity is illegal — it means there are significant compliance considerations you should review with qualified legal counsel. Similarly, a LOW risk rating does not guarantee compliance — local regulations, industry-specific rules, or contractual obligations may apply.

Practical use

Run the scanner across your actor fleet to identify which actors have the highest compliance exposure. Prioritize legal review for HIGH risk actors. For MEDIUM risk actors, document your lawful basis for data processing and implement appropriate data handling measures. For LOW risk actors, standard data management practices are typically sufficient.

Actor Recommender

The Actor Recommender at apifyforge.com/recommend helps you find the best Apify actor for your task using natural language search.

How it works

Type what you want to accomplish in plain English. Examples:

- "scrape Google Maps business listings with reviews" - "find email addresses for companies" - "monitor Amazon product prices" - "extract TikTok video metadata"

The recommender searches across actor titles, descriptions, and categories to find matches. Results are ranked by a composite score:

- **Keyword relevance** — how well the actor's description matches your query - **Success rate** — actors with higher reliability score higher, because a cheaper actor that fails 30% of the time is not actually cheaper - **Usage volume** — popular actors are battle-tested by many users, reducing the risk of undiscovered bugs - **PPE pricing** — cost-effectiveness at typical volumes

Tips for better results

Be specific about what data you need, not just what website you want to scrape. "Extract business names, phone numbers, and reviews from Google Maps" gets better results than "Google Maps scraper" because it matches against actors that specifically mention those output fields.

If the top recommendation does not fit, look at the 2nd and 3rd results. Actors lower in the ranking might be better for your specific volume, budget, or output format requirements. Use the Cost Calculator and Schema Registry to evaluate each option in detail.

Head-to-Head Comparisons

The comparison pages at apifyforge.com/compare evaluate competing actors side by side across objective metrics.

What each comparison includes

Each comparison page covers a specific category — contact scrapers, lead generation tools, review scrapers, and more. The page shows:

- **Feature matrix** — all competing actors as columns, evaluation criteria as rows - **PPE price per result** — what each actor charges per unit of output - **Success rate** — 30-day reliability percentage - **Total users** — adoption and popularity - **Output field count** — how much data each actor returns per result - **Proxy requirements** — whether each actor needs datacenter, residential, or no proxies - **Special features** — unique capabilities specific to each actor

Editorial context

The comparisons are curated and maintained, not auto-generated from raw data. Each one includes guidance on which actor is best for which scenario. For example:

- "Actor A is best for small batches under 100 results because of its low minimum cost" - "Actor B is more economical for bulk runs over 10,000 results due to volume pricing" - "Actor C has the richest output schema but requires residential proxies, adding to cost"

Currently available comparisons

Browse all comparisons at apifyforge.com/compare. New comparison pages are added as the actor catalog grows and new competitive categories emerge. If you want a comparison for a category that does not exist yet, use the feedback form to request it.

Using comparisons with other tools

The comparison gives you the overview. Then drill deeper with:

- **Cost Calculator** — model exact costs for your specific volume - **Schema Diff** — compare output fields between the top two contenders - **Input Tester** — check what parameters each actor accepts before running

This workflow — compare, estimate cost, check schema, validate input — takes 5 minutes and prevents weeks of regret from choosing the wrong actor.