Amazon Product Review Scraper — Review Text & Star Filters

🇨🇳 中文简介 (Chinese — China & Singapore): 亚马逊评论抓取 / 评论文本星级与已验证购买：按关键字、ASIN 或 URL 提取评论正文、评分、有用票与图片，支持多站点（US/UK/DE/CA 等，以商店说明为准）。按结果计费——适合 VOC、竞品与选品研究。需要 BSR/机会分可接 Amazon Product Scanner；品牌口碑可看 Trustpilot Reviews；现在就在 Apify 运行，把评论导出到分析表。

🇸🇬 Ringkasan Melayu (Singapore): Perlukan teks ulasan Amazon, penapis bintang, dan lencana verified purchase? Actor ini fokus halaman review. 10 marketplace via countryCode (satu per run). Untuk skor peluang / BSR FBA, guna sibling Amazon Product Scanner.

🤖 NEW: Connect This To Your AI!

Nice — you've pulled Amazon review voice-of-customer. Continue your journey → feed reviews into Claude / Cursor via Skip Trace MCP Server.

Next step path: Reviews → product opportunity → brand trust → outreach.

• When you're ready for BSR / opportunity score: sibling Amazon Product Scanner.
• Brand TrustScore SoftCTA: Trustpilot Reviews Scraper.
• Need owner outreach later? Shopify Store Leads → Skip Trace PRO.

🏆 Featured Bots by IntelScrape

Path: Leads → Emails → Skip Trace → Enrich (pick the next step when you’re ready).

1. Amazon Product Review Scraper — Review text, stars & verified badges
2. Amazon Product Scanner — Next: BSR & Opportunity Score
3. Trustpilot Reviews Scraper — Next: Brand TrustScore & Replies
4. Shopify Store Leads — Path: Brand-owner Emails
5. Website Contact Scraper — Path: Website Emails & Phones
6. Skip Trace PRO — When ready: People Enrich
7. TikTok Scraper — Sibling: Influencer Leads
8. Skip Trace MCP Server — Continue in Claude / Cursor / ChatGPT

---

⚡ Use this Actor in n8n — no code

1. Add the official Apify node in n8n.
2. Connect your Apify API token.
3. Run Actor ID: IntelScrape/amazon-product-review-scraper.

---

Amazon product review scraper — pull review text, ratings, verified-purchase badges, helpful votes, and review images. Filter by star rating, keywords inside reviews, and cutoff date. Keywords, ASINs, or product URLs across 10 Amazon marketplaces. Pay per dataset item. No Amazon account required.

Nice — next step: Score ASINs with Amazon Product Scanner, then brand trust via Trustpilot Reviews. When you're ready to enrich owners → Skip Trace PRO.

Honest coverage & billing (read this): Billed for live Store PPE events below (Actor Start + dataset item). product-summary scheduled 2026-10-05 (monthly lock). Planned review-detail additive PPE queued pending Store unlock 2026-10-05. Set scrapeReviews: true for review sweeps. Amazon anti-bot walls can thin some ASINs — best-effort automation, not a literal SLA. Public Amazon review / catalog pages only. Soft CTA — review intelligence: Need deeper review text workflows inside Claude / Cursor / ChatGPT? Pair with Skip Trace MCP Server. For BSR / opportunity scoring use sibling Amazon Product Scanner. Queued PPE review-detail held until after 2026-10-05 (monthly pricing lock).

---

🧭 Built for brand sentiment teams, FBA researchers doing VOC, and competitor analysts who need review bodies — not just star averages.

⭐ Store rating is driven by daily power users. Please leave a review.

⚖️ Lawful business use only. Returns information already publicly available on Amazon. Respect Amazon Terms and applicable law.

📌 Examples in this README are fictional unless stated otherwise.

---

Why this Actor (vs the product scanner sibling)

Job	Use
Review text / star filters / verified reviews	This Actor (amazon-product-review-scraper)
FBA BSR / opportunity score	amazon-product

Feature	This Actor	Typical products-only scrapers
Review sweeps	scrapeReviews + max pages	Star average only
Star filters	filterByRatings (1-5)	No
Verified badge	Per review	Rare
Markets	10 via single countryCode	US-only scripts

Marketplaces (honest — single countryCode, not multi-select)

Supported Amazon domains via countryCode (string select, one marketplace per run):

US · UK · DE · CA · FR · ES · IT · JP · AU · MX

There is no countryCodes[] / marketplace multi-select input — do not expect one run to fan out across domains.

Multi-marketplace pack (upsell copy — schedule, don't invent inputs)

Want US + UK + DE coverage? Queue one run per marketplace with the same ASINs/keywords and swap countryCode. Each run bills Actor Start + dataset items delivered at the live PPE rates below — no extra marketplace event exists.

Pack example (three scheduled runs):

{"asinList": ["B08F7PTF53"], "countryCode": "US", "scrapeReviews": true, "maxReviewPages": 3}

{"asinList": ["B08F7PTF53"], "countryCode": "UK", "scrapeReviews": true, "maxReviewPages": 3}

{"asinList": ["B08F7PTF53"], "countryCode": "DE", "scrapeReviews": true, "maxReviewPages": 3}

Quick start (reviews-first)

{
  "asinList": ["B08F7PTF53"],
  "countryCode": "US",
  "scrapeReviews": true,
  "maxReviewPages": 3,
  "filterByRatings": ["1", "2", "5"],
  "sortReviewsBy": "helpful"
}

What you get per review (when scrapeReviews is on)

• Review title + body text
• Star rating, date, verified-purchase flag
• Helpful votes, reviewer name, variant strip
• Review images (when present)

Optional product-detail rows remain available via scrapeProductDetails — but Store positioning for this Actor is reviews, not BSR opportunity scoring.

Pricing (PPE — live + scheduled)

Event key	Store title	Price (USD)	Notes
apify-actor-start	Actor Start	0.05	Scheduled 0.003 from 2026-09-19 (Store future pricing)
apify-default-dataset-item	Product	0.005	Primary — per dataset item delivered
product-summary	Product summary	0.005	Scheduled 2026-10-05 (Store monthly pricing lock) — once per product when includeProductSummary delivers averageRating / totalRatings / starHistogram
date-filter	Date filter	0.001	Scheduled 2026-10-05 (Store monthly pricing lock) — once per run when reviewsCutoffDate is set (junglee parity)

Confirm the Store pricing panel before large packs. Do not invent marketplace / Vine / video add-on events.

Soft CTA — product-summary + review-detail

• reviewsCutoffDate → PPE date-filter ($0.001 once/run) from 2026-10-05 when set (gated until Store monthly unlock).
• includeProductSummary: true (default) attaches rating histogram enrichment on each product row. PPE product-summary ($0.005) starts 2026-10-05; until Store unlock 2026-10-05 enrichment ships free (code date-gated).
• With scrapeReviews: true, review body text still bills as normal dataset items. Planned PPE review-detail remains queued for unlock after 2026-10-05.
• Need FBA BSR / opportunity score? Sibling Amazon Product Scanner (opportunity-summary add-on).
• People / phone cascades → Skip Trace MCP Server.
• Dataset SoftCTA: each run appends a reviews-batch-summary row with cross-sell links (Amazon Product Scanner / Trustpilot / Shopify Owner Email / Skip Trace PRO+MCP) — no self-link, no PPE change.

Legal

Research use of publicly visible Amazon review and product pages. You are responsible for compliance with Amazon policies.