📚 Comic Books Scraper - Grades, Population & Sold Comps

🚀 Get real comic book prices by grade, not one flattened number. Scrape Ungraded through 9.8 prices, the full 14-point price schedule, CGC population and per-grade sold comps from PriceCharting.com.

The Comic Books Scraper extracts market values for comic books from PriceCharting.com. PriceCharting tracks comics using the same generic price-table it uses for video games and trading cards, silently repurposed for a different grade scale, this actor is built specifically to read those fields correctly for comics: Ungraded, 4.0/VG, 6.0/Fine, 8.0/VF, 9.2/NM- and 9.8, verified against the site's own full price schedule.

🎯 Target Audience	💡 Primary Use Cases
Comic collectors & investors	Track a collection's value by grade over time
CGC submitters	Decide which grade tier is worth chasing before submitting
Resellers & flippers	Spot the ungraded-to-9.8 spread worth grading for
Data analysts	Build price and population models across series

📋 What the Comic Books Scraper does

💡 Why it matters: a raw ungraded Amazing Spider-Man #1 and a CGC 9.8 copy can differ by 180x in price. This actor reads every real grade PriceCharting tracks per issue, plus the full 14-point price schedule embedded on the same page for free.

Point it at a series listing page (e.g. /console/comic-books-amazing-spider-man) or a single issue URL, and it extracts the current price at every real grade, plus four optional enrichments: CGC population, issue details, full price history, and sold comps, each tagged with the correct grade.

📊 Output

Each record contains:

Field	Description
title	Issue name (e.g., "Amazing Spider-Man #1 (1963)")
url	Full PriceCharting product URL
productId	PriceCharting's internal product ID
ungraded	Ungraded price ($)
grade_4_0	4.0 / Very Good price ($)
grade_6_0	6.0 / Fine price ($)
grade_8_0	8.0 / Very Fine price ($)
grade_9_2	9.2 / Near Mint- price ($)
grade_9_8	9.8 price ($)
fullPriceGuide	All grades from Ungraded through 10.0, free with every record
scrapedAt	ISO timestamp of scrape
cgcPopulation	(optional) Raw CGC graded-population count array
attributes	(optional) Genre, release date, publisher, and other issue details
priceHistory	(optional) Monthly price arrays per grade
soldComps	(optional) Recent sold listings, tagged with the grade they sold at

Example output (real issue, real prices, 2026-09-15):

{
  "title": "Amazing Spider-Man #1 (1963)",
  "url": "https://www.pricecharting.com/game/comic-books-amazing-spider-man/amazing-spider-man-1-1963",
  "productId": 2314818,
  "ungraded": 4050,
  "grade_4_0": 9843.75,
  "grade_6_0": 18300,
  "grade_8_0": 45950.44,
  "grade_9_2": 144000,
  "grade_9_8": 728153.67,
  "scrapedAt": "2026-09-15T05:49:00.000Z"
}

✨ Why choose this Actor

• Correct by construction. PriceCharting silently reuses generic price-table fields across categories, this actor labels comic values with the real grade names, verified against the site's own full price schedule.
• All 14 sold-comps tabs. Recent eBay sold listings tagged with the grade they actually sold at, not lumped into one bucket.
• CGC population data. Raw graded-population counts per issue, a data point most competing scrapers skip.
• Pay only for what you use. 5 independent billable events, each optional except the base price record.

🚀 How to use

1. Create a free Apify account at console.apify.com/sign-up, you get $5 credit monthly.
2. Open the Comic Books Scraper in Apify Console.
3. Add start URLs, paste a series listing or a single issue URL:
   • https://www.pricecharting.com/console/comic-books-amazing-spider-man
   • https://www.pricecharting.com/game/comic-books-amazing-spider-man/amazing-spider-man-1-1963
4. Set max items, how many issues to scrape (free tier caps at 10).
5. Toggle the extras you need, CGC population, Issue details, Price history, Sold comps, each is billed only when enabled.
6. Click Start, results appear in the Output tab within minutes.
7. Download as JSON, CSV, Excel, or XML.

💼 Business use cases

Grading ROI analysis

Compare the ungraded price against 9.8 and population counts to decide whether submitting an issue for CGC grading is worth it.

Collection valuation by grade

Track a graded collection's real market value instead of a flat per-issue estimate.

Population-driven scarcity tracking

Watch how CGC population counts grow over time for a given issue, a rising population can signal a coming price drop.

Series-wide market research

Scrape an entire series listing to compare grade premiums across every issue in a run.

🔌 Automating Comic Books Scraper

• Make.com / Zapier, Schedule weekly scrapes and push results to Google Sheets
• Slack, Get notified when an issue's 9.8 price crosses a threshold
• Airbyte, Feed grade-level pricing into your data warehouse
• GitHub Actions, Automate scrapes on a cron schedule

🌟 Beyond business use cases

• Personal collection tracking, know exactly what your graded and raw issues are worth
• Academic research, study how CGC population growth correlates with price
• Non-profit fundraising, value donated comic collections for charity auctions

🤖 Ask an AI assistant about this scraper

Ask questions about how to use this scraper, what data it extracts, or how to integrate it with your workflow. The AI assistant has full context about the actor's capabilities.

❓ Frequently Asked Questions

Why does the output use grade_4_0, grade_9_8, etc. instead of PriceCharting's own field names?

PriceCharting's site reuses generic price-table fields across every category it tracks, silently repurposing them differently for video games, trading cards, and comics. This actor relabels them to their real comic-grade meaning, verified against the site's own full price schedule table.

What is the full price guide?

Every comic record includes a 14-point price schedule (Ungraded through 10.0) embedded on the same product page, at no extra cost, alongside the 6 main grade prices.

How does pricing work?

The base price-record event bills per issue scraped. Enable CGC population, Issue details, Price history, and/or Sold comps for additional data at extra per-event cost. Free users get 10 issues per run.

Is scraping PriceCharting legal?

This actor scrapes publicly available pricing data. Respect PriceCharting's terms of service and use the data responsibly.

Can I scrape individual issue pages?

Yes, paste any https://www.pricecharting.com/game/comic-books-.../... issue URL directly into the start URLs.

What happens if I hit the free tier limit?

The actor caps output at 10 items for free users. Upgrade to a paid plan for up to 1,000,000 items.

Does it work with PriceCharting's search?

Not currently, search is protected by Cloudflare. Use direct series/issue URLs instead.

Can I schedule recurring scrapes?

Yes, use Apify's Scheduler to run the actor daily, weekly, or on any cron schedule.

What are "sold comps"?

Recent eBay sold listings PriceCharting tracks per grade tab. This actor reads all 14 grade tabs and tags each comp with the grade it sold at.

Why is the CGC population an unlabeled array?

PriceCharting exposes CGC census data as a raw count array on the product page with no grade labels attached server-side. Rather than inventing labels, this actor returns the raw counts in the order the site publishes them (high to low grade).

🔌 Integrate with any app

The actor outputs JSON datasets that work with virtually any tool: Google Sheets, Airtable, Notion, databases (PostgreSQL, MongoDB), data pipelines (Airbyte, Fivetran), and more. Use the Apify API to pull data programmatically.

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💡 Pro Tip: browse the complete PunkRecordsData collection.

🆘 Need Help? contact.punkrecordsdata@gmail.com

⚠️ Disclaimer: independent tool, not affiliated with PriceCharting or CGC; only publicly available data.