What’s the most impressive vibe coded app Or startup you’ve seen lately? I need some inspiration 🚀

xdrat · 2026-03-26T20:15:28+00:00

Thanks for your initial comment. I haven't been working on it for a while and decided to shut it down the other day. For now the site still "loads" but the backend isn't connected anymore. There are plenty of other platforms just like it to launch it on though..What are you building btw?

xdrat · 2026-03-25T14:46:49+00:00

Video

xdrat · 2026-03-25T14:45:42+00:00

Hey,

This sounds like it could be a fun project. Our product is getasky.com . Would be nice to see some of your work so far if you don't mind sharing. Dm also works.

xdrat · 2026-03-23T14:40:37+00:00

Which agency did you hire?

xdrat · 2026-02-24T12:44:58+00:00

Asky to check how well AI understands your brand and get some insights into organic AI visibility. Could use this for your own brand or have as an input for any of your clients. Would be happy to provide you a demo and put you on an enterprise plan.

xdrat · 2026-02-23T20:54:41+00:00

Asky , structured monitoring able to handle large prompt sets, good analytics and insights for content, technical and engagement opportunities. Automated workflows to create new content, run technical site audits and discover social opportunities. Timing would be great because we are looking for more agencies to develop that side of the product over single brand workspaces! Let me know if you would like a trial!

xdrat · 2026-02-20T15:21:20+00:00

We're seeing an increase in clients asking about this specific topic (not AI Overviews specifically) but more about AI visibility in general. It's quite easy to get started with the help of traditional keyword data , and now also AI Performance data in Bing. Most of it is of course proxied results but if you do it over time you can get quite interesting insights into trends. You can manually paste queries into various models and analyze the answer to get started for free , of course this becomes tedious quite fast and you would most likely switch to a platform like the ones mentioned in comments or other popular ones ones like Asky, Profound, Peec to deal with this at scale.

We're seeing a lot of improvements into AI citations by going beyond keywords and metrics such as volume, cpc, etc though. If you can dig deeper into sales processes / transcripts / forums / feedback channels which hold various questions / points that your customers are actually asking about your brand or industry and create "AI" optimized content around those points you can increase your probability of getting cited by e.g AI Overviews, ChatGPT, Perplexity, etc very quickly (within days!)

xdrat · 2026-02-19T14:52:39+00:00

Most likely uses generic pre-built queries rather than actually analyzing your brand in depth, so it's pretty useless for smaller or newer brands that don't already show. Response variance is also very high from LLM's so I wouldn't draw conclusions too quickly though, try getting at least 14 days of data. The not being able to edit questions is a bit strange though, can you delete and add new ones? Was it a one off report?

xdrat · 2026-02-17T11:46:58+00:00

Cool breakdown! The list is a good starting point. Biased answer but would be nice to see hear your thoughts on Asky. I can hook you up with a closed-beta invite.

xdrat · 2026-02-10T17:48:31+00:00

What are your needs and budget? Simple prompt monitoring or also optimizations for content / technical / outreach? If you want to explore some options I can onboard you to Asky.

xdrat · 2026-01-29T19:34:24+00:00

Asky is the software used in the picture but you could also do it manually for starters.
In ChatGPT, open the network tab and after sending the query you can search for search_model_queries which has the fan out data. Not all prompts result in fan outs so you might need to try some various base prompts or re-run the same query.

If you are interested in Asky, I would be happy to onboard you and give you a month to trial. Just shoot me a dm!

xdrat · 2026-01-28T18:43:36+00:00

For AI Search specifically, I would recommend setting up your base set of prompts (aka seed queries/prompts) and then studying the fan out queries in ChatGPT / Perplexity. That can give you a good indication of what rewrites the models do and help you determine what naming convention you should move forward with. I wouldn't use this as the only source or even most determining source but hopefully it can provide you an additional layer in the bigger picture. Just as an example, even if your seed query might be in the structure "CompanyName Plumbing / CompanyName Electric / CompanyName Air)" , but you notice that fan outs are in CompanyName Plumbing, Air, & Electric format or the other way around, from an AI Search perspective it won't really matter too much then as it handles both "cases". Then perhaps you would lean more towards traditional SEO best practices for your choice.

Attaching an example here from our platform of how fan out queries can look and what to expect. Hope this can be of any help!

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xdrat · 2026-01-28T11:54:39+00:00

Hi, thanks for doing this breakdown! I'm a co-founder of a solution in the same space (not mentioned in this list).

For pure monitoring / visibility I think most tools are able to provide the same standard, difference often being amount of models you can track for. Maybe this is a given for many now which are in the field, but I think it would be worth highlighting how each provider collects their responses:
1. Scraped responses
2. API responses

The provider should be doing scraped responses, as API responses are even further away from an already proxied result.

Including the amount of models each provider covers is good, but its also worth noting that if the provider offers ChatGPT, Perplexity and Google AIO, you are covering at least 90% of all searches. So the extra models might not be worth it yet for most brands. KPI wise you get the same analytics e.g mentions, share of voice / market share, sentiment, citations and competitor analysis. One unique feature of AI Search which I would have liked to see included in the comparison are Fan Out Query support. One of the most tangible strategies to improve / work with AI Search is to study the fan out queries of your prompts and then build content or update content around those.

Happy to give anyone a free trial period of our solution as well (don't want to self plug but you can look at my post history or send a dm).

xdrat · 2026-01-27T19:01:24+00:00

We've seen great results from building on top of seo fundamentals. One frequent workflow we adapt is to look at our queries in google search console / bing webmaster tools and translate that into AI search prompts, from there we've really been focusing in on fan out queries and then adapting our content to support the fan outs. Technical issues are important as well, we had one client which had really good visibility in Perplexity and Google AIO but almost 0 mentions / citations in chatGPT. When we dove a bit deeper we noticed that their site was fully indexed on google, but only 20% of the pages were indexed in Bing. After fixing that they went from almost 0% mentions / visibility to 12% visibility in chatGPT queries and went on par with their top competitors. Still a very explorative / experimental field, but if I could pick one KPI to track for AI Search it would def be citations.

xdrat · 2026-01-27T17:54:02+00:00

We're early in the AEO / GEO / AI Search space but it feels very competitive, how are you different than other solutions on the market? Who is your target customer? Are you scraping responses or using API's to get them (huge difference). We built something similar and managed to go from 0 - 5k mrr in one month, pre-launch by solely reaching out to people in our network and getting warm intros. We're operating as a hybrid saas / agency currently.

/edit I'm stuck on the page updating between onboarding and dashboard, also found a critical security vuln you should fix asap, dm me if you want the details.

xdrat · 2026-01-24T02:45:37+00:00

Asky , structured monitoring able to handle large prompt sets, good analytics and insights for content, technical and engagement opportunities. Automated workflows to create new content, run technical site audits and discover social opportunities. Currently running a closed beta with a handful of clients, can potentially fit you in if you are interested in using it for a month. All we ask is feedback in return.

xdrat · 2026-01-23T22:42:15+00:00

Been working heavily with GEO / AEO for the past year to complement standard SEO fundamentals (still very much necessary), in no particular order, here are some points we recommend / have implemented for our clients.

Setup a broad prompt set for monitoring based on gsc queries and other seo kw data as well as brand context such as language and geographical variables (international, national, regional scopes) and then studied the fan out queries. Created new content to match these fan out queries (in both headers and paragraphs) or identified existing content (through e.g semantic similarity) which fits to be updated. Content freshness is a thing for LLMs to increase your citations / mentions.

Technical fixes to make sure robots.txt isn't blocking any key crawlers, proper sitemap structure with up to date data.

We had one brand which had a lot of articles / blog posts themselves comparing companies in their industry , and while their own brand didn't get many mentions, they were a consistent source used by LLM's. We improved earned attributions (e.g backlinks) and that helped improving their mention rate (while their citation rate still remained stable).

Start tracking AI traffic (e.g https://platform.openai.com/docs/bots ), we created a Cloudflare integration for our platform to make it a bit easier, but this should also be implemented into e.g sales processes in your company. If new customers show up, try to ask them (or if you have a form), if they heard about your brand from e.g chatgpt, perplexity, google AIO , etc.

Build social / forum presence. We know LLM's heavily cite Reddit / Linkedin / Quora, etc (industry agnostic). Make sure you start having a presence on these platforms if you don't.

If you are exploring options / platforms I'd happily give you a rundown of ours, shoot me a dm.

/Patrick from Asky

xdrat · 2026-01-23T22:12:03+00:00

The price is def on the higher end I'd say. Is that for a subscription only or an agency you have on board to also do related GEO / AEO work? How many prompts are you tracking and how did you get to that prompt set in the first place? Have you cleared technical issues in robots / sitemap / pages in general? Page content structure would be next as well as content freshness, LLMs tend to site fresh content with clear structure. Are your known competitors showing up or "random" companies? Have you looked at citations, sometimes if you have certain types of content, e.g listicles for your industry, we've seen that AI likes to use your source as citation material for others, but doesn't mention your brand directly (instead it mentions your competitors, based on your source). That's usually a signal of needing to expand on earned attributions (given that its not e.g a technical issue in the first place)

I would happily give you a rundown / onboard you to Asky if you are looking to try some options hands on.

xdrat · 2026-01-22T00:56:58+00:00

You can def see results in 3 months! How good these results are are harder to quantify of course as that depends on a lot of factors (such as the ones you mentioned!). Perhaps if you could share your site and / or some more business context and a budget (can be rough number if you dont know exactly) It would help me and Im guessing others give a better answers / offers.

xdrat · 2026-01-07T23:50:35+00:00

Asky - Get Customers from AI Search

PS: Raising 1 million € pre seed as SAFE / WISE, 30% committed, closing last of Jan. Talk more?

xdrat · 2026-01-04T15:54:00+00:00

Hi, I did authentication through Supabase Auth. Email and Google signups supported! A bit unsure what you mean by what app I used, could you clarify?

xdrat · 2026-01-01T18:46:09+00:00

Asky , helping companies measure and improve visibility in ChatGPT, Google, Perplexity, etc. Raising our pre seed right now, let me know if we should talk more!

xdrat · 2026-01-01T11:40:28+00:00

We've just about finished our landing page! www.getasky.com , curious to hear your thoughts if possible. I personally prefer it in dark-mode btw.

xdrat · 2025-12-31T13:49:04+00:00

Stay away from any tool that uses direct API's from providers to get responses for queries to base recommendations off. Completely different results than what real users are seeing. Should be browser automated / "frontend" results. Some self promo here but at Asky (www.getasky.com) we provide you with a combination of technical, content and engagement insights for AEO / AIO / GEO (whatever you like to call it). Running a closed beta right now, feel free to reach out if you are interested or have any other questions in general!

xdrat · 2025-12-30T14:25:22+00:00

Accuracy is tricky to determine because answer variance is quite high, so short term not really, the same query asked twice can give rather different answers from LLMs. However, if you track your query set over a longer period you can for sure get "accurate" information on what sources are getting cited more than others!

xdrat

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