Are AI search engines (ChatGPT/Perplexity) misquoting things about your business?

Hey everyone,

I’m a software developer looking into a problem. I’ve noticed that if someone ask AI engines about services or products that you offer then they frequently hallucinate or pull outdated data of your business (like pricing, specific features, or weekend hours) which you never notice and lose customers. I faced the same issue which one of my friend noticed and told me about my saas.

I looked into how to fix this, and the only platforms doing "AI Search tracking" right now are enterprise tools charging $500+/month just to monitor the data. They don't even offer a direct way to force a re-crawl or patch the data.

I’m thinking about code a lightweight tool in which you can edit your business info which force LLM search crawlers to sync with it so they stop lying about features and pricing through a single clean dashboard.

Before I waste my weekend coding a dashboard for this:

Have any of you actually audited this for your saas on Perplexity/ChatGPT lately? Are you seeing hallucinations?

If someone built a simple $30-50/mo fix that tracked these errors and pushed instant data updates to search indexes, is that a real burner problem you'd pay to solve, or am I overthinking a minor issue?

Curious if anyone else is losing users to AI overviews without realizing it.

reddit.com

Are AI search engines (ChatGPT/Perplexity/Google AI) misquoting things about your business?

Hey everyone,

I’m a software developer looking into a problem. I’ve noticed that if someone ask AI engines about services or products that you offer then they frequently hallucinate or pull outdated data of your business (like pricing, specific features, or weekend hours) which you never notice and lose customers. I faced the same issue which one of my friend noticed and told me about my saas.

I looked into how to fix this, and the only platforms doing "AI Search tracking" right now are enterprise tools charging $500+/month just to monitor the data. They don't even offer a direct way to force a re-crawl or patch the data.

I’m thinking about code a lightweight tool in which you can edit your business info which force LLM search crawlers to sync with it so they stop lying about features and pricing through a single clean dashboard.

Before I waste my weekend coding a dashboard for this:

Have any of you actually audited this for your saas on Perplexity/ChatGPT lately? Are you seeing hallucinations?

If someone built a simple $30-50/mo fix that tracked these errors and pushed instant data updates to search indexes, is that a real burner problem you'd pay to solve, or am I overthinking a minor issue?

Curious if anyone else is losing users to AI overviews without realizing it.

reddit.com

Can anyone help me in finding influencers for marketing of my Saas?

Hi,

I'm Felix and I'm 16 and I'm currently running an edtech saas which help students to recall their flashcards hands free and help in active recall through Spaced Repetition not like generic ai flashcards or quizzes tool.

I'm currently struggling to gather eyeballs of students towards my saas through instagram and tiktok. That's why I decided to do some influencer marketing but my budget is very tight. That's why this is my deal I would pitch to influencers who get average 15k to 50k views on their reels and have some good engagement so they can attract their audience towards my website.

Deal:- I'll offer them 25 dollars for their time with 30% lifetime recurring commission if any student buys subscription.

But I'm struggling to find creators, i looked at relatable content creators and some study tips sharing creators but how can I find right influencer who can absolutely gather engagement and minimum 15k views on a single reel?

Please help me!

reddit.com
u/Sweet_Cauliflower561 — 11 days ago

Launched one day ago and got just 7 upvotes. It's not a failure, it's a lesson for a 16 y/o solo founder.

Hey everyone,

I'm 16 y/o solo developer of Neurospark AI. I launched one day ago on product hunt and it was my first time to launch any product as a hunter and maker. I thought that people automatically discover it and I just have eto promote a bit on reddit and some other communities but the reality no one talks about hit me hard.

I asked my friends and those early users who used my website and appreciated me and I told them to upvote & comment on my launch if Neurospark AI ever helped you. But none of them upvoted even they didn't replied to me.

My aim was to get into top 5 and I was ready to do anything possible for it. I posted on X, linkedin, Facebook groups and rest of the social media platforms but at the end of the day I got no support and no reply from those posts. But got many weird promotion DM's who told me to give 150-170Usdt and they'll give 100 or 200 upvotes. But for me it was too much with no marketing budget.

I was very confused and frustrated after seeing 2 upvotes and no comments even after trying to promote the whole day.

The harsh and most brutal truth i discovered at that time was that even if I have world's greatest product but if distribution fails then nothing will work and that's exactly what happened. But I'm not upset with this result because 100+ products launch everyday on product hunt and those who get featured are the one's who have right connections and distribution strategy.

Maybe God made another path for me and this failure was just a lesson to learn from. I thanks all of them who supported me and I'll keep going until I make my Saas a million dollar ARR machine.

If you want to check out my product then here's it's link:- https://neurosparkapp.com

Thanks.

u/Sweet_Cauliflower561 — 1 month ago

I’m 16 and I just launched an alternative to Anki on Product Hunt today. Would love some genuine feedbacks.

Hey guys,

I’m a 16-year-old bootstraped solo developer. I’m currently balancing my Class 12 school exams and building software.

I got completely fed up with legacy study apps. Re-reading textbooks gave me the "illusion of competence" but I kept blanking during tests. Manual flashcard apps like Anki are great, but the setup friction is way too high when you're already burnt out from classes.

So, I spent my nights coding NeuroSpark AI using Next.js, Firebase, and Gemini APIs. It automatically strips the fluff from messy student PDFs and lecture notes to generate high-yield audio flashcard podcasts so you can do active recall while commuting or pacing your room without staring at a screen.

We just went live for our 2.0 VELOCITY launch on Product Hunt today!

I am competing against heavily funded tech companies on the leaderboard right now, and as a solo teenage builder, I could really use some eyes on the project.

I’d love for the older devs in this community to check out my landing page/UI and give me some brutal, honest feedback on the stack and product loop.

If you want to check out our launch or support a young builder today, here is our link: https://www.producthunt.com/products/neurospark-ai?utm_source=twitter&utm_medium=social

Thanks so much!

u/Sweet_Cauliflower561 — 1 month ago

My teacher literally told me I have the "memory of a goldfish" in front of the whole class.

So last week my Economics teacher called me out during a revision session because I blanked on a basic concept we literally covered two days ago. He made this whole joke about how I have the memory of a goldfish and everyone laughed. It was humiliating.

The worst part is, I actually studied. I spent three hours learning all the concepts. But I realized later that I was doing one thing totally wrong which was not recalling those concepts before I ever forget them.

I got so mad that I spent my weekend coding am active recall tool to prove him wrong. I built a script where I just drop my messy class PDFs or long lectures in, and it uses AI to rip out the useless filler and generate an audio flashcard podcast to listen it while commuting. Now I just put my AirPods in and it aggressively quizzes me while I'm walking instead of staring at those concepts.

I tried doing active recall by those old methods which studytok gurus told but it didn't work as much as I now recall by using it.

I'm using it to absolutely destroy my finals next month out of pure spite. If anyone else is struggling with exam amnesia and wants to try the tool I coded, let me know and I'll send you personally (not posting it here so mods don't think I'm spamming).

reddit.com
u/Sweet_Cauliflower561 — 2 months ago
▲ 3 r/Life

I'm 16 and very obsessed about finding meaning of life. PLEASE help me.

I draw a table:-

Meaning of Life:-

Meaning of Life ⬇️ Happiness ⬇️ Comes from Money ⬇️ Billionaire/Millionaire ⬇️ No real connections other than parents ⬇️ Everyone attracts to you from your wealth ⬇️ No one to share happiness or joy ⬇️ Depression & Loneliness ⬇️ No happiness ⬇️ No meaning of Life

TELL ME PLEASE WHAT SHOULD I DO? IF THERE'S ONLY HAPPINESS IN LIVING NORMAL LIFE THEN DIE AND NO ONE REMEMBERS YOU THEN WHAT IS THE PURPOSE OF LIFE?

reddit.com
u/Sweet_Cauliflower561 — 2 months ago

I saw this image and it hit hard. I realized I waste so much time "comfort studying" (just re-reading textbook in bed) instead of actually putting in effort.

If you are procrastinating, here are the 2 rules saving my prep right now:

  1. Stop the "Illusion of Competence" Re-reading notes is a trap. Recognizing words isn't the same as memorizing them. If you can't explain it out loud, you don't know it.

  2. Zero-Friction Active Recall I was too burnt out to memorize flashcards on time, My teacher also told me that I can't memorize things faster and for longer period of time so I started using an active recall tool. I drop my messy PDFs into it, and it generates an audio flashcard podcast. I just put my AirPods in and let it quiz me while I commute. It forces my brain to work without staring at a screen. It's called NeuroSpark AI (not any promotion, just my genuine way of recalling).

What’s your strategy to force yourself to study when you have zero motivation left?

u/Sweet_Cauliflower561 — 2 months ago