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.
Love the idea of products showing up right inside AI chat answers instead of random ads—honestly, that’s exactly where I look for recommendations now! Super curious how the GEO Analysis works for small brands.
@cruise_chen Great question, Cruise! GEO Analysis is free and works by reviewing your website content to see how it might appear in AI responses. We then give you specific recommendations on what to improve so your brand shows up more often and with more authority. It is a bonus feature alongside AdMesh, so you get both organic visibility and paid promotion when users show intent.
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.
Report
I’m curious—do you have any official partnerships with OpenAI, Anthropic (Claude), or other LLM providers? If not, how are you able to display ads within their models, and what are the compliance considerations involved?
@alsafa_alizada Great question. We do not have formal partnerships with OpenAI or Anthropic today. The way AdMesh works right now is through early integrations with independent AI apps and platforms that control their own UX, such as search and discovery apps, chat assistants, and vertical agents. Those platforms decide when to call AdMesh, and we return intent-matched offers they can render natively inside their experience.
For compliance, the host platform always maintains control. They choose how and where offers are displayed, and we provide transparency with source, payout type, and why-shown explanations so it aligns with trust and policy requirements. Over time we plan to expand discussions with the larger LLM providers, but our immediate focus is on helping the broader ecosystem of more than 100 AI platforms monetize intent in a compliant and user-friendly way.
Report
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.
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.
Agnes AI
Love the idea of products showing up right inside AI chat answers instead of random ads—honestly, that’s exactly where I look for recommendations now! Super curious how the GEO Analysis works for small brands.
AdMesh
@cruise_chen Great question, Cruise! GEO Analysis is free and works by reviewing your website content to see how it might appear in AI responses. We then give you specific recommendations on what to improve so your brand shows up more often and with more authority. It is a bonus feature alongside AdMesh, so you get both organic visibility and paid promotion when users show intent.
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.
I’m curious—do you have any official partnerships with OpenAI, Anthropic (Claude), or other LLM providers? If not, how are you able to display ads within their models, and what are the compliance considerations involved?
AdMesh
@alsafa_alizada Great question. We do not have formal partnerships with OpenAI or Anthropic today. The way AdMesh works right now is through early integrations with independent AI apps and platforms that control their own UX, such as search and discovery apps, chat assistants, and vertical agents. Those platforms decide when to call AdMesh, and we return intent-matched offers they can render natively inside their experience.
For compliance, the host platform always maintains control. They choose how and where offers are displayed, and we provide transparency with source, payout type, and why-shown explanations so it aligns with trust and policy requirements. Over time we plan to expand discussions with the larger LLM providers, but our immediate focus is on helping the broader ecosystem of more than 100 AI platforms monetize intent in a compliant and user-friendly way.
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.