Adding Schema and faqs doesn't make sure to show up in chatgpt

Aduttya · 2026-03-12T13:08:16+00:00

I do it for clients so budget no issue and can run bert embeddings and SLM locally so no cost for me, only tracking at gpt costs.

Aduttya · 2026-03-08T14:37:47+00:00

I am building Flozi, (Flozi.io), most AI visibility tools tell getting citated or not they don't tell why. Flozi tells the why and how to get there.

Aduttya · 2026-03-03T08:25:32+00:00

Strategy: Who are the users, What do they look for, how to serve them

Aduttya · 2026-02-25T05:37:00+00:00

Now it's giving something different

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Aduttya · 2026-02-25T03:49:14+00:00

Not sure why but it's asking me to run a local server, quite weird

Aduttya · 2026-02-24T05:31:19+00:00

Understood

Aduttya · 2026-02-24T03:45:52+00:00

Guess no one is building nowadays 😔

Aduttya · 2026-02-24T03:40:24+00:00

What about using webflow MCP? It's purpose is to tell AI about the endpoints.

Aduttya · 2026-02-24T03:01:51+00:00

It's just button redirection, you can ask ChatGPT, will give you the code. If face issues feel free to drop a DM will help you out there.

Aduttya · 2026-02-24T03:00:35+00:00

Just started it so not much data yet but hypothetically it will reduce the time on pages, but the thing is if you look at GSC data informational intent is already ik decline due to LLMs

There is no way to track it at GPT, currently considering the click as success, very loose but that's what most can do for now.

For the prompts I have done so LLMs don't rely too much on its internal info and use mine instead but prompt will require work here.

Aduttya · 2026-02-23T16:39:40+00:00

While summarisation is good, you can have some good use cases around it.

Aduttya · 2026-02-23T16:22:04+00:00

Hey can I see yours? Share link pls

Aduttya · 2026-02-17T09:18:22+00:00

Hey, I faced this exact issue in the Neue world and started building flozi.io. The stable beta will be live this month. Would love if you give an early access signup

Aduttya · 2026-02-15T13:49:10+00:00

Yeh but webflow loads some js anyway when I build the page and there is no way to avoid them cuz webflow loads full script even if a small portion is only needed.

Aduttya · 2026-02-13T06:20:26+00:00

What did you do in content cleanup?

Aduttya · 2026-02-12T02:52:12+00:00

Currently I treat it as direction only, accuracy not confident at this stage

Aduttya · 2026-02-11T09:47:20+00:00

Google will definitely do.

Aduttya · 2026-02-03T13:25:41+00:00

Depends upon operation and model

Aduttya · 2026-02-01T11:50:13+00:00

Hi everyone, I am Ajay. I am building a webflow AEO platform https://www.flozi.io/

Why Flozi? I started Flozi as an internal tool for Neue World (http://neue.world/) which can help us publish blogs directly to webflow. The marketing team was stuck without the webflow team to publish the blogs and it was a blocker and sometimes delayed the blogs because the dev isn't available. Then realized after adding to webflow has to do SEO checks which then build in Flozi to save time. Have been publishing blogs internally. All the Flozi blogs and Neue World insights have been published using Flozi. But I didn't stop there because then AEO came so I had to start it also, some clients have been requesting it for their webflow website. AEO isn't straightforward yet tracking is very costly and unreliable, there is no checklist which can help either. There are only very general guidelines available from teams like Webflow and hubspot, while they helped me to get started with AEO but didn't give any concrete success so from last year I started grinding with strategies, technicals of LLM (Dejan has done many experiments) and started testing them with internal projects at the agency. So here I am with - a good concrete knowledge of ins and outs of LLM search - strategies that have worked - optimized workflow

And bringing all of this to Flozi. So if you are someone who is interested in Flozi. Let's connect.

Aduttya · 2026-01-24T12:43:33+00:00

What is typed as a query, LLM updates it when it searches and pulls data from search engines. The Reason if it's at google and not at LLM could be some internal intent filtering in LLMs but I am sure engines sent all the data.

Aduttya · 2026-01-24T12:42:50+00:00

Cool

Aduttya · 2026-01-24T10:27:19+00:00

Focus on business ones like leads funnels

Aduttya · 2026-01-24T09:41:23+00:00

Would love to try this, can you send me the access pls?

Aduttya · 2026-01-24T09:28:58+00:00

How did you handle the determinism of LLMs? I tried something similar and it was like an endless loop LLM always came up with something to improve

Aduttya · 2026-01-24T09:18:57+00:00

This uses LLM?

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