u/Mean-Awareness7102

▲ 9 r/LLM_Brand_Perception+6 crossposts

"Get to 1,000 paying customers first, then come back" — an investor told me

A few months ago I was talking to an investor about VeritasLinks. At some point he said:

"Get to 1,000 paying customers and then come back to me."

I paused and asked him:

"If I already have 1,000 paying customers, why would I need you at that point? Right now I need money to actually reach that number. So if I manage to get there without you, what exactly would we be discussing later?"

He didn’t really have an answer. He just went quiet and changed the topic.

I've been thinking about this conversation a lot since then.

It feels like a growing number of investors have quietly shifted their approach. Instead of taking real early risk, they now prefer to join once the company has already proven product-market fit, has revenue, and the biggest uncertainties are gone. And they still often call these rounds “pre-seed” or “seed.”

I'm not saying this is true for every investor. There are still people who genuinely bet on founders early. But it does feel like this behavior has become much more common, especially after the AI wave started. The barrier to starting a company dropped significantly, so the number of startups increased. At the same time, many investors seem to have become more conservative with their capital.

This creates a strange situation: founders who actually need capital the most (to reach meaningful traction) often hear some version of "come back when you don't need us as much."

I'm curious how others see this.

Have you noticed a similar shift when talking to investors? Do you feel like the definition of "early stage" has changed over the last two years? And if you're currently raising - how are you dealing with this dynamic?

Would be especially interested to hear from other founders who are in the middle of fundraising right now.

#Startups #Fundraising #VentureCapital #Entrepreneur #RaisingCapital #VC #StartupLife

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u/Mean-Awareness7102 — 7 days ago
▲ 2 r/LLM_Brand_Perception+1 crossposts

Investors spend ~2 minutes on a pitch deck. I built an AI that can actually evaluate them properly.

https://preview.redd.it/a99xukddp51h1.jpg?width=1360&format=pjpg&auto=webp&s=d0e939a379803c277df9d4c5dbea8726450b16e1

With vibe coding, the number of startups has exploded. Investors are drowning in decks and, by their own admission, spend only about 2 minutes on each one.

The problem is obvious: in 2 minutes you can only check TAM/SAM/SOM and GTM. Everything else gets lost in the noise. Most current AI deck review tools are also quite shallow — they give generic feedback and very few real insights.

I've been running a very deep, multi-layered analysis system for the past year (originally built for complex brand perception in LLMs). I recently adapted it to evaluate pitch decks.

The result is significantly deeper than existing solutions. For $15 I can run a full review of a deck, give it a proper score, highlight critical weaknesses, and provide concrete recommendations. The quality of insights is on another level because the underlying system is much more sophisticated.

I'm planning to open this as a product soon — both for founders who want to improve their decks before sending them out, and for VCs/Angels who want to review decks faster and more thoroughly.

If you're a founder or an investor and this sounds useful, drop a comment or DM me. I'm looking for people interested in early access.

Would especially like to hear from:

  • Founders who are currently raising or planning to raise soon
  • Angels and VCs who review a lot of decks

What do you think — would you actually use something like this?

reddit.com
u/Mean-Awareness7102 — 7 days ago

Hey r/GEO_optimization,

After running thousands of GEO analyses, I got frustrated with how shallow most tools are. They just throw 20-50 prompts at different LLMs and call it "analysis". But because of model stochasticity, the same question can give completely opposite results on different runs. You can't build real strategy on that.

So I built custom platform — that goes much deeper.

Instead of simple prompting, it:

- Runs hundreds of guiding questions across 8+ LLMs (ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek)

- Traces the full decision-making path

- Identifies trust signals, contradictions, and evidence gaps

- Runs perception analysis with AI Focus Groups

- Uses gradient descent to average out stochastic noise and produce a stable, reliable score (VeritasScore 300-870)

Originally built for brands and marketing teams.

But recently I've seen growing interest from banks and compliance teams who realized that traditional KYC tools completely miss how AI actually perceives companies applying to them.

The platform currently gives:

- Detailed VeritasScore with component breakdown

- Trust & Objection Analysis (from simulated AI focus groups)

- Multi-LLM comparison

- Evidence Gap Analysis

- Actionable recommendations to improve AI perception

- 500+ prompts instead of 20-50 as tools usually gives you!

Free tier is available with single model

Would love to hear your thoughts — especially from people who have tried serious GEO work with LLMs. What do you think is still missing in the current tool landscape?

Thanks!

reddit.com
u/Mean-Awareness7102 — 14 days ago
▲ 53 r/OrangeCountyCA+2 crossposts

Hey everyone,

A few days ago I posted here as a single father with two kids looking for housing in Orange County:
https://www.reddit.com/r/occlassified/comments/1t1crd4/single_father_with_2_kids_small_pets_looking_for/

Since then I've been calling pretty much every local organization and shelter. Almost all of them sent me this exact PDF:

https://www.ochcd.org/sites/hcd/files/2026-01/OC%20Affrd%20Hsing%20List%20Revised%2012.2025.pdf

To be honest, it’s really hard to use — especially when you’re stressed and trying to find information on your phone.

So I built something better. Fist for myself to make that process faster. And tonight get decision to post it publicly.

CalHomeAid — a clean, searchable, filterable version of that same list:

https://calhomeaid.info

What’s inside:

  • Search by name, address or notes
  • Filters by city, housing type, bedrooms, and status
  • Mobile-friendly cards with phone numbers right there
  • Regular updates from the official source

100% free. No ads. And if you want, you can check it's the same data that you can find in PDF.

I asked the moderators for permission before posting (they approved), because I wanted to share it the right way.

I'm still looking for housing myself, but I wanted to make the process a little easier for anyone going through the same struggle.

If it helps even one person — I'm happy.

Stay strong.

reddit.com
u/Mean-Awareness7102 — 14 days ago

Hi everyone,

I'm a single father with two children girls (11 and 15). We are currently being asked to vacate our current room rental by May 31, 2026, and I'm urgently looking for a new place to live in Orange County

About me:

25+ years of experience as a software engineer / programmer

Currently building my own AI startup

Green card holder – fully legal in the U.S.

I receive Food Stamps (EBT) and am actively working on my project

I do not drink, smoke, or use any substances at all

Clean, quiet, and responsible

No friends or family in the area I can stay with

I'm looking for a private room (or a room in a shared house/apartment) where I can live with my two kids and our pets (cat + dog). I understand this is a lot to ask, but I'm a stable, hardworking person who just needs a safe place for my family right now.

I can pay rent on time and will be a respectful, low-drama housemate. I'm happy to provide references or answer any questions.

If anyone has a room available, knows someone who does, or can point me in the right direction, I would be truly grateful.

Please DM me or comment below. Thank you so much for reading.

A little context:
I had been renting a room for the last few years while building my company, and that was enough for me. My kids were living with their mom, and I was paying alimony.

About a month ago, their mom came to the place where I live and left them with me because “she is tired and needs to build her life.”

It is very tough now because the homeowner does not like kids. Her own children are living with a foster family. Yesterday, she sent me an email saying that we need to leave.

reddit.com
u/Mean-Awareness7102 — 20 days ago

Hi everyone,

I'm a single father with two children girls (11 and 15). We are currently being asked to vacate our current room rental by May 31, 2026, and I'm urgently looking for a new place to live in Orange County

About me:

25+ years of experience as a software engineer / programmer

Currently building my own AI startup

Green card holder – fully legal in the U.S.

I receive Food Stamps (EBT) and am actively working on my project

I do not drink, smoke, or use any substances at all

Clean, quiet, and responsible

No friends or family in the area I can stay with

I'm looking for a private room (or a room in a shared house/apartment) where I can live with my two kids and our pets (cat + dog). I understand this is a lot to ask, but I'm a stable, hardworking person who just needs a safe place for my family right now.

I can pay rent on time and will be a respectful, low-drama housemate. I'm happy to provide references or answer any questions.

If anyone has a room available, knows someone who does, or can point me in the right direction, I would be truly grateful.

Please DM me or comment below. Thank you so much for reading.

Andrew

reddit.com
u/Mean-Awareness7102 — 20 days ago

Hi everyone,

I'm a single father with two children girls (11 and 15). We are currently being asked to vacate our current room rental by May 31, 2026, and I'm urgently looking for a new place to live in Orange County

About me:

25+ years of experience as a software engineer / programmer

Currently building my own AI startup

Green card holder – fully legal in the U.S.

I receive Food Stamps (EBT) and am actively working on my project

I do not drink, smoke, or use any substances at all

Clean, quiet, and responsible

No friends or family in the area I can stay with

I'm looking for a private room (or a room in a shared house/apartment) where I can live with my two kids and our pets (cat + dog). I understand this is a lot to ask, but I'm a stable, hardworking person who just needs a safe place for my family right now.

I can pay rent on time and will be a respectful, low-drama housemate. I'm happy to provide references or answer any questions.

If anyone has a room available, knows someone who does, or can point me in the right direction, I would be truly grateful.

Please DM me or comment below. Thank you so much for reading.

Please, help us!

Andrew

reddit.com
u/Mean-Awareness7102 — 20 days ago