We believe the future of ads isn’t banners or pop-ups — it’s intent-driven recommendations inside AI conversations. AdMesh is an AI-native ad network that helps brands promote products at the exact moment of intent.
Hey Product Hunt 👋
We built AdMesh because we saw a shift: people aren’t just Googling anymore — they’re asking AI agents like ChatGPT, Claude, and Perplexity what to buy. But brands had no way to be discovered in those conversations.
That’s why we created AdMesh. Instead of annoying ads, your product shows up natively in AI responses, exactly when users are looking to decide.
✨ Highlights:
- Appear in AI chat recommendations (not just search).
- Only pay when users actually act (clicks, signups, purchases).
- Free GEO Analysis to see how your brand appears in AI today.
We’d love your feedback, and if you try it, we’re giving $50 joining bonus + up to $500 in extra credits for early adopters.
Excited to hear your thoughts and answer questions!
— The AdMesh Team 🚀
Congratulations on the launch! It's cool that AdMesh allows brands to appear naturally in AI chat recommendations, creating a less intrusive user experience.
But I have some concerns regarding brand visibility's reliance on AI recommendation algorithms. Could this introduce uncertainty in brand discovery? Additionally, are there any successful case studies or data that demonstrate AdMesh's effectiveness?
@peilan_qin Thank you. You are right to flag the algorithm question. AdMesh is not a black box. Platforms decide when to call us based on clear intent signals, and brands set guardrails so visibility is not left to chance. We also ship controls that reduce uncertainty and keep trust high:
Platform controls: when to request offers, ranking rules, frequency caps, allowlists and blocklists
Brand controls: category targeting, geo, pacing and budget caps
Transparency: reason why shown, source links, and full click to conversion reporting
On results, we have 30 brands live with more in the pipeline. Early pilots on AI search and discovery apps show meaningfully higher CTR than banners and strong CPA performance, since placements appear only when users show intent.”
Who is your main target audience? I reckon that B2B but how is supposed to work? Like customers visits some page, have a convo with chatbot and somewhere between lines it will recommend products or?
@busmark_w_nika Yes, our main target is B2B, meaning brands that want to be discovered at the moment of intent and AI platforms that are looking for new revenue streams. We have already identified more than 100 platforms in search and query where people are spending time, and our goal is to help those platforms monetize.
The flow is simple. When a user asks a question in an AI chat, search, or agent, the platform can call AdMesh. We return smarter recommendations tied to that query, and the platform renders them natively inside the experience. Brands pay on a performance basis such as CPA or CPC, and platforms share in the upside. It feels like part of the answer rather than an intrusive ad.
We all knew this was coming; advertising drives business. Still, it’s the first time I’ve come across this approach, and it feels like the start of a new chapter.
@avloss Really appreciate that! You are right, advertising has always driven business, but the format needs to evolve. We see this as the start of a new chapter too, where recommendations feel natural inside conversations instead of disruptive. Thanks for the support.
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@manikumar_gouni Interesting shift from traditional ads. Reaching users at the moment of intent inside AI conversations sounds like a smart approach. Excited to see how this evolves.
@veritasground Thanks, Veritas. That’s exactly the idea - surfacing useful recommendations at the moment of intent without disrupting the user flow.
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Congrats on the launch 🎉 This is a really smart approach, moving ads into intent-driven AI conversations feels like the future of marketing. Excited to see how AdMesh changes the way brands connect with customers.
@tuba_ismail1 Thank you so much. We really believe intent-driven conversations are where ads need to evolve, so it means a lot to hear that. Excited to show how AdMesh can help brands connect in a more natural and useful way.
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Love the concept, AdMesh feels like the missing link between AI driven discovery and brand visibility.
Eager to see how it reshapes product recommendation.
@vinod_kumar50 Thanks, Vinod! That’s exactly what we’re aiming for - making AI-driven discovery a natural place for brands to be visible. Excited to share more as we evolve.
@vinod_kumar50 We focus on intent-driven relevance. Recommendations only appear when the user is already asking about something related, so they come across as useful suggestions rather than interruptive ads.
AdMesh
CalPulse
Congratulations on the launch! It's cool that AdMesh allows brands to appear naturally in AI chat recommendations, creating a less intrusive user experience.
But I have some concerns regarding brand visibility's reliance on AI recommendation algorithms. Could this introduce uncertainty in brand discovery? Additionally, are there any successful case studies or data that demonstrate AdMesh's effectiveness?
AdMesh
@peilan_qin Thank you. You are right to flag the algorithm question. AdMesh is not a black box. Platforms decide when to call us based on clear intent signals, and brands set guardrails so visibility is not left to chance. We also ship controls that reduce uncertainty and keep trust high:
Platform controls: when to request offers, ranking rules, frequency caps, allowlists and blocklists
Brand controls: category targeting, geo, pacing and budget caps
Transparency: reason why shown, source links, and full click to conversion reporting
On results, we have 30 brands live with more in the pipeline. Early pilots on AI search and discovery apps show meaningfully higher CTR than banners and strong CPA performance, since placements appear only when users show intent.”
CalPulse
@manikumar_gouni Thanks for the info! It’s great to hear about the controls in place :)
minimalist phone: creating folders
Who is your main target audience? I reckon that B2B but how is supposed to work? Like customers visits some page, have a convo with chatbot and somewhere between lines it will recommend products or?
AdMesh
@busmark_w_nika Yes, our main target is B2B, meaning brands that want to be discovered at the moment of intent and AI platforms that are looking for new revenue streams. We have already identified more than 100 platforms in search and query where people are spending time, and our goal is to help those platforms monetize.
The flow is simple. When a user asks a question in an AI chat, search, or agent, the platform can call AdMesh. We return smarter recommendations tied to that query, and the platform renders them natively inside the experience. Brands pay on a performance basis such as CPA or CPC, and platforms share in the upside. It feels like part of the answer rather than an intrusive ad.
DeepTagger
We all knew this was coming; advertising drives business. Still, it’s the first time I’ve come across this approach, and it feels like the start of a new chapter.
Good luck with your start-up and your launch! 🚀
AdMesh
@avloss Really appreciate that! You are right, advertising has always driven business, but the format needs to evolve. We see this as the start of a new chapter too, where recommendations feel natural inside conversations instead of disruptive. Thanks for the support.
@manikumar_gouni Interesting shift from traditional ads. Reaching users at the moment of intent inside AI conversations sounds like a smart approach. Excited to see how this evolves.
AdMesh
@veritasground Thanks, Veritas. That’s exactly the idea - surfacing useful recommendations at the moment of intent without disrupting the user flow.
Congrats on the launch 🎉 This is a really smart approach, moving ads into intent-driven AI conversations feels like the future of marketing. Excited to see how AdMesh changes the way brands connect with customers.
AdMesh
@tuba_ismail1 Thank you so much. We really believe intent-driven conversations are where ads need to evolve, so it means a lot to hear that. Excited to show how AdMesh can help brands connect in a more natural and useful way.
Love the concept, AdMesh feels like the missing link between AI driven discovery and brand visibility.
Eager to see how it reshapes product recommendation.
AdMesh
@vinod_kumar50 Thanks, Vinod! That’s exactly what we’re aiming for - making AI-driven discovery a natural place for brands to be visible. Excited to share more as we evolve.
@manikumar_gouni
How do you make sure the AI recommendations don’t feel like ads..!
AdMesh
@vinod_kumar50 We focus on intent-driven relevance. Recommendations only appear when the user is already asking about something related, so they come across as useful suggestions rather than interruptive ads.