Usability68Design58Speed79Security52Accessibility68Growth62

Cycling through all six. Tap any point to stop.

Measured on six things

Structured Amazon product, search and category data through a REST API.

Security

52

HTTPS and HSTS enforced with X-Content-Type-Options and SPF in place, but no CSP, frame protection, Referrer-Policy or DMARC, and no SOC 2/ISO page surfaced. SSO and audit logs are Enterprise-only.

Screenshots

1 / 1

About this app

Pangolinfo Amazon Scraper API provides structured Amazon product, keyword search, category, seller, Best Sellers and New Releases data for e-commerce research and developer workflows. Requests support marketplace and delivery-location context, with JSON, HTML or Markdown output options. Teams can use the data for catalog analysis, product research and monitoring workflows. Access requires a Pangolinfo API key. Limited trial access is available; ongoing data collection uses paid API credits. Product reviews are provided through a separate API rather than this product endpoint. Documentation: https://docs.pangolinfo.com/en-api-reference/amazonApi/amazonScrapeAPI

Key features

  • 1Six Amazon-native parsers: product detail, keyword search, category, seller, Best Sellers, New Releases
  • 2Sponsored-vs-organic position capture with marketplace and delivery-ZIP context across 13 marketplaces
  • 3JSON, HTML or Markdown output with per-parser credit pricing and a usage calculator
  • 4Interactive request builder with cURL/Python/Node tabs and 60 free credits, no card required

Target customer profile

Drawn from the product itself, not from a survey.

Demographic

E-commerce developers and SaaS builders needing Amazon data in their backend

Pain points

Maintaining proxies, rendering, retries, and parser drift from Amazon layout changes

Primary needs

A stable REST endpoint that returns reliable, structured Amazon JSON on demand

Demographic

Amazon sellers and product researchers comparing niches and category density

Pain points

Manually checking BSR, price bands, and new-product momentum across categories

Primary needs

Fresh product, category, Best Seller, and New Release data for inventory decisions

Demographic

PPC and keyword analysts tracking paid vs. organic search placements

Pain points

Sponsored placements get missed, muddying ad attribution and rank tracking

Primary needs

Position-level sponsored vs. organic evidence with marketplace and ZIP context

Demographic

Data teams and AI agent developers grounding tools in live marketplace evidence

Pain points

Stale datasets and generic scraping schemas that need heavy cleanup

Primary needs

Consistent, Amazon-native fields delivered via API or callback pipelines

Scout Review

Written by AI from measured evidence, scored out of 100.

Pangolinfo Amazon Scraper API is a focused, developer-first Amazon data product with a genuinely useful wedge: Amazon-native parsers that return structured fields (ASIN, BSR, sponsored placement, seller, variations) instead of generic HTML. The marketing site is fast (94 mobile / 100 desktop Lighthouse) and the onboarding is clean — 60 free credits, no card, an interactive request builder. Pricing is usage-based with a calculator that prices each parser per page. The gaps are polish and trust: an empty gradient hero, a thin security header set with no published compliance, and accessibility failures on contrast and heading order. It's a competent indie tool with a real niche, not yet a category leader.

Measure by measure

Usability

68

Clear 3-step path from signup to first request, 60 free credits with no card, an interactive request builder with cURL/Python/Node tabs, and a pricing calculator that prices each parser. Solid onboarding for a dev tool.

Design

58

Clean developer-marketing look with a real request/response code window and punchy orange CTAs, but the hero is a tall empty gradient that buries the headline near the fold and the QR code placement feels arbitrary.

Speed

79

Lighthouse mobile 94/100 (LCP 1.8s, TBT 0ms) and desktop 100/100. CLS 0.12 is the only blemish — a small layout shift, but the page itself is genuinely snappy.

Security

52

HTTPS and HSTS enforced with X-Content-Type-Options and SPF in place, but no CSP, frame protection, Referrer-Policy or DMARC, and no SOC 2/ISO page surfaced. SSO and audit logs are Enterprise-only.

Accessibility

68

Lighthouse a11y 91/100 with a Chinese language toggle and responsive layout, but three real failures: ARIA roles missing required children, insufficient color contrast, and non-sequential heading order. No WCAG statement found.

Growth

62

A real, specific wedge: Amazon-native parsers with sponsored-vs-organic position capture and ZIP/marketplace context, aimed at devs who'd otherwise fight generic scrapers. Differentiated, but the category is crowded.

Improvement areas

  • Security posture: no CSP, frame protection, Referrer-Policy or DMARC; no SOC 2/ISO page; SSO gated to Enterprise
  • Accessibility: three Lighthouse failures (ARIA role children, color contrast, heading order) and no WCAG statement
  • Design: tall empty gradient hero buries headline and CTAs; QR code placement is arbitrary
  • Trust signals: only a Twitter profile listed; no public case studies, reviews or compliance documentation

Design & Usability

The homepage is a competent developer-marketing page: a realistic POST /api/v1/scrape code window in the hero, orange CTAs that promise '$0 to start', and a compact stats row (13 marketplaces, 6 parsers, 90%+ SP capture). The interactive request builder with cURL/Python/Node tabs is the best part — it lets you see the exact request shape before signing up. Onboarding is a clean three steps: create account, copy key, run 60 free requests. The weaknesses are cosmetic but real: a tall, textureless gradient hero that pushes the headline and CTAs into the bottom third, an arbitrarily placed QR code, and small nav text. It reads as a solid indie dev tool, not a polished enterprise product.

Speed & Security

Speed is the standout: Lighthouse mobile 94/100 with LCP 1.8s and TBT 0ms, desktop a perfect 100/100. The only blemish is a 0.12 CLS shift. Security is the weak spot — HTTPS and HSTS are enforced and X-Content-Type-Options and SPF are present, but there's no CSP, no frame protection, no Referrer-Policy, and no DMARC. The probe scored 6/12 checklist points. No SOC 2, ISO, or bug bounty page surfaced, and SSO plus audit logs are gated behind Enterprise. For a product that handles API keys and scraped marketplace data, that's a thin public security posture — not broken, but not reassuring either.

Accessibility & Growth

Accessibility lands at 91/100 on Lighthouse with a Chinese language toggle and responsive layout, but three concrete failures remain: ARIA roles missing required children, insufficient color contrast, and non-sequential heading order. No WCAG statement is published. Growth is the more interesting story: Pangolinfo's wedge is Amazon-native parsing — six parsers covering product detail, keyword search with sponsored-vs-organic positions, category, seller, Best Sellers and New Releases, with marketplace and ZIP context across 13 marketplaces. That's a real differentiator against generic scrapers like ScraperAPI, Bright Data and Oxylabs, which sell raw page fetch and leave the Amazon schema to you. The category is crowded and the incumbents have scale, but the specificity of the pitch gives it a plausible lane.

Conclusion

If you're building an Amazon data pipeline and you're tired of writing parser maintenance for every layout change, Pangolinfo is worth the 60 free requests to test. The Amazon-native schema is the actual product here — the sponsored-vs-organic position capture and ZIP context are the kind of fields generic scrapers make you reconstruct by hand. Go in with eyes open on the security side: no SOC 2, no CSP, SSO gated to Enterprise. For a solo dev or small team that's fine; for a compliance-sensitive buyer, ask sales for the details before you commit credits.

Suggestions for improvement

  • Publish a security page with SOC 2 status, data retention policy, and a bug bounty or disclosure contact — the current header set is thin.
  • Add CSP, frame protection, Referrer-Policy and DMARC; these are cheap wins that would move the security score materially.
  • Fix the three Lighthouse a11y failures: ARIA role children, color contrast on the orange CTAs, and heading order.
  • Tighten the hero: reduce gradient height, move headline and CTAs above the fold, and either integrate or remove the QR code.
How we score

Alternatives comparison

Named competitors, point by point. Nobody paid to appear here or to be left out.

Pangolinfo Amazon Scraper APIScraperAPIBright DataOxylabs
Amazon-native structured parsers (product, keyword, category, seller, BSR, New Releases)Yes — 6 dedicated Amazon parsers returning ASIN, BSR, variations, seller fieldsNo — generic page fetch; Amazon structure must be parsed by the customerPartial — has Amazon dataset offerings but sold as datasets, not a per-request parser APIPartial — Amazon scraper API exists but schema is less Amazon-native per parser
Sponsored vs. organic placement capture with ZIP/marketplace contextYes — position, page, sponsored flag, badge, ZIP context across 13 marketplacesNo — returns raw HTML; sponsored detection is on the customerNo — dataset-level, not position-level sponsored evidence per requestNo — generic Amazon scraper output, no sponsored-placement field
Free trial / entry pricing60 free credits/mo, no card; Starter $19 for 9.6k creditsFree tier with limited requests; paid plans from ~$49/moFree trial credits; usage-based pricing, higher entry costFree trial available; paid plans from ~$49/mo
Published compliance / security certificationsNone surfaced; HTTPS+HSTS only; SSO and audit logs Enterprise-onlySOC 2 and GDPR documentation publishedSOC 2, ISO 27001, GDPR compliance pages publishedISO 27001, SOC 2, GDPR compliance published
Output format flexibilityJSON (1 credit), HTML or Markdown (0.75 credits)HTML/JSON via render flag; no MarkdownJSON, CSV, HTML depending on datasetJSON and HTML; no Markdown

Comparing options? See Pangolinfo Amazon Scraper API alternatives, scored side by side

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