How are you scraping real ChatGPT / Gemini UI results for custom GEO dashboards?

Hey everyone,

I’m building a small custom GEO dashboard and I’m trying to understand how people collect AI search results.

Right now I’m using DataForSEO, but the ChatGPT and Gemini data seems to come through APIs.

What I’m looking for instead is data from the actual user interface. basically the same results a real user would see on ChatGPT, Gemini, AI Mode, etc., including citations/sources if possible. (As software like Bluefish, Profound, PeecAI etc..)

Has anyone found a good way to collect this at scale?

Are you using browser automation, a third-party service, your own scraper, or something else?

Would be really interested to hear what people are using.

Thanks all !

reddit.com
u/HungryCandy5015 — 9 days ago

How are you scraping real ChatGPT / Gemini UI / AI mode... results for custom GEO dashboards ?

Hey everyone,

I’m building a small custom GEO dashboard and I’m trying to understand how people collect AI search results.

Right now I’m using DataForSEO, but the ChatGPT and Gemini data seems to come through APIs.

What I’m looking for instead is data from the actual user interface. basically the same results a real user would see on ChatGPT, Gemini, AI Mode, etc., including citations/sources if possible. (As software like Bluefish, Profound, PeecAI etc..)

Has anyone found a good way to collect this at scale?

Are you using browser automation, a third-party service, your own scraper, or something else?

Would be really interested to hear what people are using.

Thanks all !

reddit.com
u/HungryCandy5015 — 9 days ago

How are you scraping real ChatGPT / Gemini UI / AI mode... results for custom GEO dashboards?

Hey everyone,

I’m building a small custom GEO dashboard and I’m trying to understand how people collect AI search results.

Right now I’m using DataForSEO, but the ChatGPT and Gemini data seems to come through APIs.

What I’m looking for instead is data from the actual user interface. basically the same results a real user would see on ChatGPT, Gemini, AI Mode, etc., including citations/sources if possible. (As software like Bluefish, Profound, PeecAI etc..)

Has anyone found a good way to collect this at scale?

Are you using browser automation, a third-party service, your own scraper, or something else?

Would be really interested to hear what people are using.

Thanks all !

reddit.com
u/HungryCandy5015 — 9 days ago
▲ 8 r/GEO_optimization+1 crossposts

How are you scraping real ChatGPT / Gemini UI / AI mode... results for custom GEO dashboards?

Hey everyone,

I’m building a small custom GEO dashboard and I’m trying to understand how people collect AI search results.

Right now I’m using DataForSEO, but the ChatGPT and Gemini data seems to come through APIs.

What I’m looking for instead is data from the actual user interface. basically the same results a real user would see on ChatGPT, Gemini, AI Mode, etc., including citations/sources if possible. (As software like Bluefish, Profound, PeecAI etc..)

Has anyone found a good way to collect this at scale?

Are you using browser automation, a third-party service, your own scraper, or something else?

Would be really interested to hear what people are using.

Thanks all !

reddit.com
u/HungryCandy5015 — 9 days ago
▲ 8 r/TechSEO+2 crossposts

Built a 60+ Tools SEO Chrome Extension : Looking for Feedback 👀

Hey everyone!

I’m an SEO specialist, and after getting tired of jumping between multiple tools for everyday audits, I started building my own Chrome extension: Search Toolbox.

It brings together 60+ SEO, GEO and technical SEO tools, plus an AI assistant called Pixly that can analyze the page you’re currently viewing.

I’d love to get some real feedback from other SEO people:

What feels useful?
What’s missing?
What would make you use it regularly?
Feel free to be brutally honest — that’s genuinely what I’m looking for.

And of course, if you test it and enjoy it, a 5-star review would be hugely appreciated and would really help the project grow ⭐

Chrome Web Store:
https://chromewebstore.google.com/detail/search-toolbox-%E2%80%93-seo-geo/imnebojldglkenfmmgkfdedpdlmiellf
Website:
https://seogeotoolkit.com/

u/HungryCandy5015 — 1 month ago

Is there a secret Chrome extension review club… or am I dreaming? 😅

Genuine question guys,

Is there any community where Chrome extension developers help each other out by testing extensions and leaving honest reviews?

Not talking about fake 5-star spam 😄 more like “you test mine, I’ll test yours if it’s actually useful.”

Launching an extension is hard enough, so I figured maybe someone has already built a little community around this.
If it exists, I’d love to join. If it doesn’t… maybe we should create one. 👀

reddit.com
u/HungryCandy5015 — 1 month ago

Geo affordable tool

Hey everyone,

I’m looking for recommendations for an affordable GEO / AI visibility monitoring tool that can work for small clients.

I’ve been looking at a few options so far:

- Geneo
- LLMrefs
- Peec AI
- Otterly AI
- Radarkit
- Nightwatch AI / LLM tracking

What I’m trying to monitor:

- Brand mentions in ChatGPT / Perplexity / Gemini / Google AI Overviews or AI Mode
- Competitor visibility
- Citations / sources used by LLMs
- Prompt-level tracking over time
- Something accurate enough to show to clients without feeling like I’m selling magic dust

I don’t need a huge agency platform right now. I’m more looking for something practical, reasonably priced, and solid enough for small client reporting.

Has anyone tested these tools in real client work?
Which one would you recommend for accuracy’ vs budget?

reddit.com
u/HungryCandy5015 — 3 months ago

Geo tools - affordable ?

Hey everyone,

I’m looking for recommendations for an affordable GEO / AI visibility monitoring tool that can work for small clients.

I’ve been looking at a few options so far:

- Geneo
- LLMrefs
- Peec AI
- Otterly AI
- Radarkit
- Nightwatch AI / LLM tracking

What I’m trying to monitor:

- Brand mentions in ChatGPT / Perplexity / Gemini / Google AI Overviews or AI Mode
- Competitor visibility
- Citations / sources used by LLMs
- Prompt-level tracking over time
- Something accurate enough to show to clients without feeling like I’m selling magic dust

I don’t need a huge agency platform right now. I’m more looking for something practical, reasonably priced, and solid enough for small client reporting.

Has anyone tested these tools in real client work?
Which one would you recommend for accuracy’ vs budget?

reddit.com
u/HungryCandy5015 — 3 months ago

Affordable GEO / AI visibility tools for small clients?

Hey everyone,

I’m looking for recommendations for an affordable GEO / AI visibility monitoring tool that can work for small clients.

For context: in my current group/company, we already use a strong AI visibility tool, but it’s honestly way too expensive for smaller clients. It works for bigger accounts, but it’s not something I can reasonably use for small businesses or freelance-level retainers.

I’ve been looking at a few options so far:

- Geneo
- LLMrefs
- Peec AI
- Otterly AI
- Radarkit
- Nightwatch AI / LLM tracking

What I’m trying to monitor:

- Brand mentions in ChatGPT / Perplexity / Gemini / Google AI Overviews or AI Mode
- Competitor visibility
- Citations / sources used by LLMs
- Prompt-level tracking over time
- Something accurate enough to show to clients without feeling like I’m selling magic dust

I don’t need a huge agency platform right now. I’m more looking for something practical, reasonably priced, and solid enough for small client reporting.

Has anyone tested these tools in real client work?
Which one would you recommend for accuracy vs budget?

Bonus points if it doesn’t make me sell a kidney just to track 20 prompts.

reddit.com
u/HungryCandy5015 — 3 months ago

Good Garmin deal in Seoul?

Hey all!

Do you know if there is any shop with good deal to buy garmin watch in Seoul ? Is that cheaper in Korea ?

+ any cool running shop right here ?

Thanks 🙏

reddit.com
u/HungryCandy5015 — 3 months ago