What does StackOptic analyze?

StackOptic runs 18 analysis modules on any public website from a single URL. It detects 7,000+ technologies (CMS, frameworks, analytics, payments, CDN, hosting), evaluates SSL certificates and HTTP security headers with grades from A+ to F, measures Core Web Vitals (LCP, CLS, TBT, FCP), audits SEO meta tags and structured data, checks email security (SPF, DKIM, DMARC), analyzes AI & LLM readiness including bot access and llms.txt validation, extracts color palettes and typography, estimates carbon footprint, and generates permanent shareable reports.

Does it work on sites behind Cloudflare or bot protection?

Yes. StackOptic uses a real browser engine that loads pages exactly like a human visitor — executing JavaScript, rendering CSS, and handling redirects. This allows it to bypass Cloudflare, LiteSpeed, Sucuri, and other bot protection systems where traditional crawlers and HTTP-only tools fail.

What do I get on the free plan?

The free plan includes 5 analyses per day with access to all 18 modules, full scores, technology detection, and security grades. Every report is permanently accessible via a unique shareable URL — no login required to view. No credit card needed. AI-powered insights, re-analysis, PDF/JSON export, and comparison features are available on Pro ($24/mo) and Agency ($99/mo) plans.

What is AI & LLM readiness analysis?

This module evaluates how visible and citable your website is to AI search engines like ChatGPT, Perplexity, Google AI Overviews, and Claude. It audits access permissions for 8 major AI bots, validates llms.txt and llms-full.txt files, scores citation-ready content structure, and analyzes structured data (JSON-LD) for GEO readiness — helping you rank in the next generation of search.

How long does an analysis take?

Most analyses complete in under 10 seconds. StackOptic runs all 18 modules in parallel using a real browser session, so you get technology detection, security audit, performance metrics, SEO analysis, and AI readiness scoring simultaneously.

How accurate are the results?

Detection is based on real browser execution — DOM inspection, JavaScript runtime analysis, HTTP headers, and DNS records. With 7,000+ technology signatures and Lighthouse-calibrated performance scoring, StackOptic achieves high accuracy for mainstream technologies.

What security checks are performed?

The security module evaluates SSL/TLS certificates, 12+ HTTP security headers (HSTS, CSP, X-Frame-Options, Permissions-Policy, Referrer-Policy), HTTPS enforcement, and email authentication (SPF, DKIM, DMARC). Each site receives a letter grade from A+ to F with specific remediation steps.

Do you store the websites I analyze?

StackOptic only stores publicly available information that any visitor to a website would see — HTML content, HTTP headers, DNS records, and screenshots. We do not access private data, log in to websites, or perform any intrusive testing.

Technology Comparison

Stamped.io vs Yotpo Reviews

Side-by-side comparison based on real-world adoption data from 11 detections across analyzed websites.

Market Share Distribution

Stamped.io (45%)Yotpo Reviews (55%)

Total Detections

Stamped.io

Yotpo Reviews

HIGHER

Websites Using

Stamped.io

Yotpo Reviews

HIGHER

Used Together

websites use both

Stamped.io

Reviews

Stamped.io is a customer reviews and user-generated content platform that helps businesses collect, manage, and display reviews, photos, and Q&A on their websites to build trust and drive sales.

5 detections

5 sites

Visit Website View Profile

Yotpo Reviews

Reviews

Yotpo is a user-generated content marketing platform.

6 detections

6 sites

Visit Website View Profile

Our Analysis

Yotpo Reviews has a slight edge over Stamped.io, detected on 6 vs 5 websites. Both are in the Reviews category, making them direct alternatives.

Sites Using Both (0)

No sites use both technologies together.

Only Stamped.io

carleton.ca dwell.com forever21.com homedit.com reviews.io

Only Yotpo Reviews

anker.com gibson.com reebok.com society6.com thebodyshop.com toms.com

Frequently Asked Questions

What is the difference between Stamped.io and Yotpo Reviews?

Stamped.io is a customer reviews and user-generated content platform that helps businesses collect, manage, and display reviews, photos, and Q&A on their websites to build trust and drive sales. Yotpo is a user-generated content marketing platform. Both belong to the Reviews category, making them direct alternatives.

Which is more popular, Stamped.io or Yotpo Reviews?

Based on our analysis of real websites, Yotpo Reviews is more widely adopted with 6 detections compared to Stamped.io's 5.

Can Stamped.io and Yotpo Reviews be used together?

In our current dataset, no websites use both technologies simultaneously. This suggests they typically serve as alternatives rather than complementary tools.

Check Any Website's Technology Stack

Find out if a website uses Stamped.io, Yotpo Reviews, or any other technology.

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