Reddit Integration Test - AI-Powered Discussion Analysis

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Reddit Integration Test

This page demonstrates the new Reddit integration features for WSR Pivot - brutally honest reviews backed by real user discussions and AI analysis.

Basic Reddit Embed

Here’s a basic Reddit embed without AI analysis:

🔥 r/vpns Posted by u/TheStarryKnightt 8mo ago
↑ 9

NordVPN was a massive disappointment

I hope some people who are in my situation can read this post and avoid my mistake.

I work at remote locations are rely solely on employer provided WI-FI, it is usually very restricted and closely monitored and you have no privacy whatsoever, so using a VPN is a must but they often block the most common VPN servers.

I used Surfshark before Nord to generally good results but it was lacking in some aspects, when my subscription expired I switched to Nord thinking it was an upgrade an...
💬 17 comments 🏆 9 upvotes 📈 84% upvoted 🤬 Rant-o-Meter: High
Top Comments (7)
u/7kkzphrxo7dg5hpw9n2h ↑ 2 8mo ago
That's why we suggest Mullvad and IVPN.
u/AntiSyst3m ↑ 1 8mo ago
I tried it for a few days and it was a nightmare, it disconnected me randomly all the time, that does not happen with ExpressVPN which I still have until May 12 when my subscription ends and I will not renew it, I will go to ProtonVPN, in short, in my short experience I would say that NordVPN sucks and I would not recommend it to any friend or relative of mine.
u/flyfoam ↑ 1 8mo ago
Another issue with Nord is their kill switch feature, it does not work well. It leaves you exposed when the VPN drops and you are back on your real IP address.
u/real-joedoe07 ↑ 1 8mo ago
Also came from Surfshark to NordVPN and can second every word you write.
All NordVPN is good at is placing positive reviews on the internet.
u/skinox ↑ 1 8mo ago
Hey mate, literally same situation happened to me, recently cloudflare started blocking NordVPN servers, 99/100 are marked as VPN servers and I get straight block. Support couldn’t help me, I had to switch to Surfshark and 90/100 servers are good to go. But you must always have a back-up, as a Self Hosted VPN at your residence in US, if you don’t have one, ask a friend or somebody close to you, g...
u/GwynnFan ↑ 1 5mo ago
I had Nord around 2020 and it worked beautifully. I then tried out SurfShark and while it got the job done, it wasn't as good as Nord was. I returned to Nord recently and it has been a daily nightmare. I have to change servers multiple times a day.
View all 17 comments on Reddit →

Reddit Embed with AI Analysis

This embed includes an AI analysis button to reveal patterns and sentiment:

🔥 r/vpns Posted by u/TheStarryKnightt 8mo ago
↑ 9

NordVPN was a massive disappointment

I hope some people who are in my situation can read this post and avoid my mistake.

I work at remote locations are rely solely on employer provided WI-FI, it is usually very restricted and closely monitored and you have no privacy whatsoever, so using a VPN is a must but they often block the most common VPN servers.

I used Surfshark before Nord to generally good results but it was lacking in some aspects, when my subscription expired I switched to Nord thinking it was an upgrade an...
💬 17 comments 🏆 9 upvotes 📈 84% upvoted 🤬 Rant-o-Meter: High
Top Comments (7)
u/7kkzphrxo7dg5hpw9n2h ↑ 2 8mo ago
That's why we suggest Mullvad and IVPN.
u/AntiSyst3m ↑ 1 8mo ago
I tried it for a few days and it was a nightmare, it disconnected me randomly all the time, that does not happen with ExpressVPN which I still have until May 12 when my subscription ends and I will not renew it, I will go to ProtonVPN, in short, in my short experience I would say that NordVPN sucks and I would not recommend it to any friend or relative of mine.
u/flyfoam ↑ 1 8mo ago
Another issue with Nord is their kill switch feature, it does not work well. It leaves you exposed when the VPN drops and you are back on your real IP address.
u/real-joedoe07 ↑ 1 8mo ago
Also came from Surfshark to NordVPN and can second every word you write.
All NordVPN is good at is placing positive reviews on the internet.
u/skinox ↑ 1 8mo ago
Hey mate, literally same situation happened to me, recently cloudflare started blocking NordVPN servers, 99/100 are marked as VPN servers and I get straight block. Support couldn’t help me, I had to switch to Surfshark and 90/100 servers are good to go. But you must always have a back-up, as a Self Hosted VPN at your residence in US, if you don’t have one, ask a friend or somebody close to you, g...
u/GwynnFan ↑ 1 5mo ago
I had Nord around 2020 and it worked beautifully. I then tried out SurfShark and while it got the job done, it wasn't as good as Nord was. I returned to Nord recently and it has been a daily nightmare. I have to change servers multiple times a day.
View all 17 comments on Reddit →

🤖 AI Analysis

Build-time
Sentiment
neutral
Controversy
medium
Confidence
10%
📊 Summary

AI analysis is not available during local builds. Deploy to Cloudflare Pages to enable full AI-powered analysis.

🏷️ Key Topics
Build-time limitation
⚠️ Common Complaints
  • AI analysis requires Cloudflare Workers environment
✅ Recommended Actions
  • Deploy to Cloudflare Pages for full AI analysis
View full discussion on Reddit →

Standalone AI Analysis

For focused analysis without the full Reddit embed:

🔥 r/vpns Posted by u/TheStarryKnightt 8mo ago
↑ 9

NordVPN was a massive disappointment

I hope some people who are in my situation can read this post and avoid my mistake.

I work at remote locations are rely solely on employer provided WI-FI, it is usually very restricted and closely monitored and you have no privacy whatsoever, so using a VPN is a must but they often block the most common VPN servers.

I used Surfshark before Nord to generally good results but it was lacking in some aspects, when my subscription expired I switched to Nord thinking it was an upgrade an...
💬 17 comments 🏆 9 upvotes 📈 84% upvoted 🤬 Rant-o-Meter: High
Top Comments (7)
u/7kkzphrxo7dg5hpw9n2h ↑ 2 8mo ago
That's why we suggest Mullvad and IVPN.
u/AntiSyst3m ↑ 1 8mo ago
I tried it for a few days and it was a nightmare, it disconnected me randomly all the time, that does not happen with ExpressVPN which I still have until May 12 when my subscription ends and I will not renew it, I will go to ProtonVPN, in short, in my short experience I would say that NordVPN sucks and I would not recommend it to any friend or relative of mine.
u/flyfoam ↑ 1 8mo ago
Another issue with Nord is their kill switch feature, it does not work well. It leaves you exposed when the VPN drops and you are back on your real IP address.
u/real-joedoe07 ↑ 1 8mo ago
Also came from Surfshark to NordVPN and can second every word you write.
All NordVPN is good at is placing positive reviews on the internet.
u/skinox ↑ 1 8mo ago
Hey mate, literally same situation happened to me, recently cloudflare started blocking NordVPN servers, 99/100 are marked as VPN servers and I get straight block. Support couldn’t help me, I had to switch to Surfshark and 90/100 servers are good to go. But you must always have a back-up, as a Self Hosted VPN at your residence in US, if you don’t have one, ask a friend or somebody close to you, g...
u/GwynnFan ↑ 1 5mo ago
I had Nord around 2020 and it worked beautifully. I then tried out SurfShark and while it got the job done, it wasn't as good as Nord was. I returned to Nord recently and it has been a daily nightmare. I have to change servers multiple times a day.
View all 17 comments on Reddit →

Limited Comments Example

Show only top 5 comments:

🔥 r/vpns Posted by u/TheStarryKnightt 8mo ago
↑ 9

NordVPN was a massive disappointment

I hope some people who are in my situation can read this post and avoid my mistake.

I work at remote locations are rely solely on employer provided WI-FI, it is usually very restricted and closely monitored and you have no privacy whatsoever, so using a VPN is a must but they often block the most common VPN servers.

I used Surfshark before Nord to generally good results but it was lacking in some aspects, when my subscription expired I switched to Nord thinking it was an upgrade an...
💬 17 comments 🏆 9 upvotes 📈 84% upvoted 🤬 Rant-o-Meter: High
Top Comments (5)
u/7kkzphrxo7dg5hpw9n2h ↑ 2 8mo ago
That's why we suggest Mullvad and IVPN.
u/AntiSyst3m ↑ 1 8mo ago
I tried it for a few days and it was a nightmare, it disconnected me randomly all the time, that does not happen with ExpressVPN which I still have until May 12 when my subscription ends and I will not renew it, I will go to ProtonVPN, in short, in my short experience I would say that NordVPN sucks and I would not recommend it to any friend or relative of mine.
u/flyfoam ↑ 1 8mo ago
Another issue with Nord is their kill switch feature, it does not work well. It leaves you exposed when the VPN drops and you are back on your real IP address.
u/real-joedoe07 ↑ 1 8mo ago
Also came from Surfshark to NordVPN and can second every word you write.
All NordVPN is good at is placing positive reviews on the internet.
View all 17 comments on Reddit →

How It Works

  1. Data Fetching: Reddit data is fetched from JSON endpoints
  2. AI Analysis: Cloudflare AI Workers analyze discussions for sentiment and patterns
  3. Caching: Results are cached in Cloudflare KV for performance
  4. SEO-Friendly: Server-rendered content instead of iframes

Syntax Reference

# Basic embed
::reddit{url="REDDIT_URL"}

# With AI analysis
::reddit{url="REDDIT_URL" analysis=true}

# Standalone analysis
::reddit{url="REDDIT_URL" type="analysis"}

# Limit comments
::reddit{url="REDDIT_URL" comments="10"}

# Comprehensive analysis
::reddit{url="REDDIT_URL" type="analysis" analysisType="comprehensive"}

# Focus on complaints
::reddit{url="REDDIT_URL" type="analysis" analysisType="complaints"}

Use Cases for WSR Pivot

  • VPN Reviews: Embed real user experiences from r/vpns
  • Hosting Horror Stories: Show actual complaints from r/webhosting
  • Software Exposés: Include community discussions about problematic services
  • Alternative Recommendations: Highlight positive discussions about recommended tools

Expected Results

In Development: Reddit embeds render with placeholder content since Cloudflare AI isn’t available locally.

In Production: Full AI analysis reveals:

  • Sentiment analysis (positive/negative/neutral)
  • Controversy levels (low/medium/high/nuclear)
  • Key topics and complaint patterns
  • Actionable recommendations
  • Confidence scoring

Perfect for exposing the truth behind marketing hype! 🔥

The Angry Dev

Do NOT trust review sites. Affiliate commissions dictate their rankings. This is an affiliate site too, but I’m being honest about what I earn and I rank by quality instead of payout. Even if it means I get paid $0. Read about my approach and why I stopped bullshitting. Here’s the raw data so you can fact-check everything.

VPNs | Hosting | Storage | Tools

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