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17,045 products · 82,562 snapshots
LLMagnet

LLMagnet

Strong signal

Make your WordPress site visible to AI

Launched 1mo ago
Signal
69
Velocity
2

What this means

Decaying
Vote pace down to 3% of launch speed.
40%Unusually high discussion quality.
Far more discussion than the attention would predict — buying intent or strong opinion behind it.
+38%Launching in a 38% WoW growing category.
SEO had 55 launches this week vs 40 last.
60%Strong buyer-intent signal in the discussion.
60% of commenters sound like potential buyers — mostly marketers.
Users are asking for non-WP compatibility + detailed analytics.
Feature requests surfaced from the comment thread.
Recurring concerns: doubt about AI visibility category, concerns over metric validity.
Pain points raised more than once by different people.

Prediction

Top-5 finish probability
16%
today
Projected end-of-day votes
156range 117–211
Trajectory
decaying
Vote pace down to 3% of launch speed.

About

LLMagnet gives WordPress sites an AI visibility layer. Track visits from ChatGPT, Claude, Gemini and other AI crawlers, measure your AI Visibility Score, generate llms.txt and structured data, and make your site readable and actionable for AI agents.

AI Summary

LLMagnet enhances WordPress sites by providing an AI visibility layer that tracks visits from AI crawlers and measures AI Visibility Scores. It generates llms.txt and structured data to improve site readability and actionability for AI agents.

Attention & discussion velocity

Performance

Velocity2
Vote pace vs average
Momentum2
Sustained over 6h
Virality13
Spread × engagement
Engagement81
Discussion per unit of attention

Signal sources

3 of 6 active
  • Launch tracking9 readings since we picked it up
  • AI analysisB2B SaaS
  • Comment intelligencethread analysed
  • Outside discussionwe looked, found nothing
  • Revenue signalsno match on this domain
  • Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

Ben Cohen
Ben Cohen
@bencohen
rep 29
Ben Lang
@benln · hunter

Topics

AnalyticsSEOWordPress

Comment Intelligence· 20 comments analysed

Sentiment

Positive65%
Neutral25%
Negative10%
Buyer intent
60%
of commenters sound like potential buyers
Audience
marketers
Sentiment over 59 days
Positive
Negative
Buyer intent
Overall vibe

Overall, commenters express enthusiasm for the product's potential while raising valid concerns about its effectiveness and applicability.

Top themes
  • AI visibility
  • WordPress integration
  • website optimization
  • user insights
  • SEO transition
Feature requests
  • non-WP compatibility
  • detailed analytics
  • bot tracking
  • visibility score validation
  • integration with existing SEO tools
Complaints
  • doubt about AI visibility category
  • concerns over metric validity
  • meta tag duplication
  • limited to WordPress
  • complexity of bot logs

Top comments

[REDACTED]
↑ 10

For years, making a website discoverable meant optimizing it for Google. But the way people discover products and businesses is changing. They're increasingly asking ChatGPT, Claude, Gemini, Perplexity and AI agents for answers, recommendations and products. And we realized there was a simple problem: Most WordPress site owners have no idea what AI systems can actually see, read or understand on their website. That's why we built LLMagnet. LLMagnet adds an AI visibility layer directly to WordPress. It helps you: • Track real AI bot activity and see which content is being accessed • Measure your AI Visibility Score • Generate and maintain llms.txt and llms-full.txt • Improve structured data and machine-readable content • Make your site easier for AI agents to discover and understand • Connect your WordPress site with AI clients like ChatGPT, Claude and Cursor with MCP connector The goal isn't to replace SEO. It's to give website owners visibility and control over a completely new discovery layer that didn't really exist a few years ago. We're especially interested in feedback from WordPress users, marketers, SEO professionals and builders. When you think about AI visibility for your own website, what's the first thing you'd want to know? Thanks for checking out LLMagnet. We'd love to hear what you think.

[REDACTED]
↑ 9

Hey everyone, I’m Ben, co-founder of LLMagnet. I’ve spent years designing and building websites for businesses. We spend hours getting a headline right, making the offer clear, making sure visitors understand why they should care. As a builder, I want that work to be accessible to AI too. My focus with LLMagnet has been making this practical for the person running the site. Which AI crawlers are visiting? What pages are they accessing? What can you improve? You should be able to start answering those questions from your WordPress dashboard. There’s still a lot to figure out in this space, and we’re building with that in mind. If you give it a try today, tell us what’s useful, what’s confusing, and what you wish it did. I’m here with the team and would love to talk through your site and use case. Thanks for being part of our launch!

[REDACTED]
↑ 3

So does it help with visibility in ChatGPT results that wordpress generated websites can be quoted there?

[REDACTED]
↑ 2

Commenting - and thinking of my wife who is a food blogger / more driven by search stuff - https://www.walderwellness.com/ if you feel like checking it out haha! Background - her overarching goal is always to drive as many eyeballs to the website as possible - she is part of an ad network - so more eyeballs means more rev. So anything she does on social media / SEO / GEO / whatever - the end goal is simple to visit the site - ideally returning readership - but macro level - eyeballs / time on page are the end result. Right now - google search console (only for organic search) / google analytics (changed UI but has source) and her ad network's analytics. I guess my big - roundabout question is how this differs from the Google Analytics / Search Console (queries) - and as they continue to collect that data or provide that data to website users - how is this going to compete or I guess what is the value as an additional offering? It might be obvious (as someone who only works in proximity to the stuff) @benln @ido_navarro1 @bencohen I'd love to hear obviously an answer to how the product still offers value to users as an added layer to their analytics stack / plugins but moreover curious to hear where you think the space of headed for websites / search as a whole.

Sentiment computed via openrouter