u/GabrielKadi

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Meta data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads\_only).

**What it does ?** Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manus AI. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Meta data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads\_only).

**What it does ?** Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manus AI. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Meta data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads\_only).

**What it does ?** Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manus AI. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Meta data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads\_only).

**What it does ?** Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manus AI. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Meta data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads\_only).

**What it does ?** Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manus AI. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Meta data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads\_only).

**What it does ?** Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manus AI. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Meta data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads\_only).

**What it does ?** Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manus AI. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Meta data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads_only).

What it does ? Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manus AI. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Meta data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads_only).

What it does ? Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manus AI. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again after each and every pivot possible.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Ad’s data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads_only).

What it does ? Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manu. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.

I wanted to share this for a long time... Since 3 weeks I am completely devastated, facing walls over and over again.

I came up with the idea of making a Web App, which started pretty strong. I had some positive feedbacks, still got some.

It basically scans your Meta data, reads your campaigns, ads, goes through a whole memory system that I implemented through vectors, respecting Meta's documentations and everything to prevent any source of bans and let it (reads_only).

What it does ? Literally tells you what's wrong with your Ads. From your performance to giving suggestions.

At 90% of finishing it and starting the distribution phase, Meta announced its own MCP.

The hardest part for me was to find a way to be better, different than Meta's MCP, and Manus AI. I came up with a robust memory system, that stores user's behavior, understands the algorithm of Andromeda (pure mathematic) and adapts the user's ads to it.

I was so proud to come up with a system that is way more intelligent and actually useful than Meta's AI semantic and bland suggestion system. This was the biggest win for me.

Right now, I am still deciding wether I distribute it, or just make a pivot and stop wasting time on that product anymore.

I would love to have some constructive feedbacks on that.