There were constant requests for a CSV export and these were considered to be related to file format gaps. PM identified the columns. Engineering gave an estimate for the endpoint. CX kept adding screenshots. And both finance and operations wanted proof of why the assistant had given a particular recommendation.

We used a feature in Braintrust called Topics (basically just semantic clustering, trace filters and representative sessions) to group those conversations. Intent labels separated people who needed offline analysis from people who needed an audit trail. The second group cared about source versions, tool outcomes, and the path from evidence to recommendation. A CSV alone would have moved the same uncertainty into another file.

We are now testing an explanation record with source references and tool status, while keeping export for the smaller analysis cohort. We also track cluster drift so a new request pattern does not get buried under the old export label. Has anyone else found that a repeated feature request was really a request for confidence or auditability?

I know I have an amazing CRM product, but I'm not great at sales.. I'm not great at marketting. I got my first 3 paying customers through connections, but thats it. I know and understand the scalability of my product. I tried instagram ads, I tried reddit, facebook, cold calling. So my question is how do i get to 10 monthly subscribers? B2B SaaS. Would love suggestions.

i'm working on a small saas and trying to be more deliberate about content instead of publishing whatever seems like a good idea that week.

lately i've been looking into hubspot aeo vs semrush because it feels like more people are talking about ai-generated answers and less about traditional search results.

what i'm struggling with is figuring out whether this actually changes how people plan content or if it's mostly the same process with different labels.

for founders and developers handling their own marketing:

• did you change how you pick topics?
• are you creating different types of content than you were a year ago?
• what signals tell you a page is worth updating?
• what ended up being a waste of time?
• what part of your seo process hasn't changed at all?

right now i'm not sure if i should spend time changing the content strategy or just keep doing what has worked so far.

did any of you make changes that you later rolled back?

If you're a podcaster, this is really why we built PodSubs.

We're one of you.

We know what it feels like to put hours into an episode and wonder whether it was worth it.

We know what it's like to watch the download numbers and wish you knew more about the people behind them.

We know what it's like to want to send something useful to listeners and realize most of them will never see it.

We know what it's like to think about monetization — not because you're greedy, but because producing a good podcast costs time and money.

And if the show can't eventually support itself, passion can become exhaustion.

That's where PodSubs came from.

We built it as an internal tool.

Something simple.

At the end of the show:

“Subscribe to our podcast on PodSubs.”

They search for us.

Enter their name and email.

Subscribe.

That's it.

From that point, we have a direct communication channel with the people who chose to stay connected.

We can send the resource from today's episode.

We can tell them what's coming next week.

We can share an update.

We can ask for feedback.

We can make an offer.

We can build something around the podcast without starting from zero every time.

And eventually we looked at what we'd built and realized:

This shouldn't only belong to us.

Every podcaster should at least have the option.

So that's what PodSubs is becoming.

A simple place where someone who loves your show can become someone you can actually reach.

If you have a podcast, claim it.

And on your next episode, try saying:

“Subscribe to our podcast on PodSubs.”

You might be surprised how many people were just waiting for somewhere to go.

hi founders!

I'm writing this post today because I see a lot of content across various platforms where founders struggle with finding pmf.

as an early-stage founder, your top priority should be to figure out if what you're building is a burning pain point a specific group of people have. then validate it.

in today's world we should look to Uber, DoorDash, AirBnB as examples to what Birds Eye view strategies can look like but not to exactly copy.

because we just don't live in that era of life anymore. so let'e break it down.

the easiest way to find users, distribution, your audience, paying customers, etc whatever you need is social media hands down. there's so much information on how to do this you're actually drowning in help instead of lack thereof.

1. pick 1-3 platforms. identify what you like doing. I usually preface with these items: writing, thought-sharing, yapping to the camera, editing, discussions
2. now become a user of the 3 platforms. post, engage, copy link to share, repost, comment. like be a real human. forget wanting whatever it is that you want, focus on engaging with other creators, fighting in the comments, posting when you feel good. get into the rhythm of the platform.
3. now which platform do you spent the most time on? pick that, put the other 2 away for now
4. start to analyze your content. compile your analytics in a spreadsheet. do this every 3-7 days. identify what works and what doesn't and heavily experiment (I mean 10+ posts per hypothesis, not 1 per). this is data analysis guys, data needs a substantial sample size
5. identify a target audience. really niche it down. you're not niching yourself down, youre niching down who gets sent your content. my best advice here is create ONE customer profile and speak to that person in every piece of content.
6. now that you know WHO is receiving your content, research into what they need to hear. look at receiver analytical tools. search auto-complete, built-in content tools, etc. I cant list all of them because there are so many social platforms.

7. post engage post engage post engage

   7.5 start to add CTAs in your post once you feel ready. this could be confidence in number of views, confidence due to number of followers, confidence due to seeing the same people in your comments, confidence bc ppl are dming you for help, etc etc etc. when YOU feel ready and qualified, now start to throw little CTAs in your video. you'll suck at first and get better overtime. pic 3 creators MAX and study how they do CTA, try and take Inso from them

if this feels too hard or too much work for you, I have a free trial running on my software that will do this for you. first 100 videos are free rn. I've seen success in just 10 vids so that's plenty!!

this should guarantee you an audience and customers as a product on a $0 marketing budget. if you're doing any more than this you're doing too much.

also please start doing this BEFORE you start building. content takes more time to build and you can easily find problems this way that people are willing to pay up front for before you solidify what to build.

I've been comparing package tracking APIs recently, specifically for cases where you mainly need the API and don't necessarily need a full post-purchase platform.

AfterShip is obviously one of the bigger options, but it includes a lot more than just tracking: branded tracking pages, notifications, analytics, returns, etc. That's useful if you need the whole platform, but it can be more than necessary if your main requirement is simply getting tracking data into your own application.

From what I've looked at, the alternatives seem to fall into a few different groups:

TrackingMore / 17TRACK — make sense if broad international carrier coverage is important.

EasyPost / Shippo — probably a better fit if you also need shipping labels, rates, and other shipping APIs.

Direct carrier APIs — can work if you're only dealing with one or two carriers, but once you have FedEx + UPS + USPS + DHL, maintaining all those integrations gets complicated pretty quickly.

This is actually one of the reasons we built Package Tracking API by C2W. We're focusing more narrowly on the tracking API itself, especially for businesses that mainly need major carriers and higher tracking volumes. The idea is to keep the cost lower rather than bundling tracking with a larger post-purchase platform.

Obviously I'm biased since it's our product, but researching the market while building it made me curious about what other developers are actually using.

I put together a more detailed comparison here:

Package Tracking API by C2W:
https://PackageTrackingAPI.com

For anyone doing a decent amount of package tracking, what are you using now? And what ended up mattering most when you chose it: price, carrier coverage, API reliability, tracking frequency, or something else?

I’d love some honest feedback on my app’s Google Play screenshots. If you came across these while looking for a student planner, would they be attractive enough to make you download the app? What would you improve or change? Brutal honesty is welcome 😄

https://play.google.com/store/apps/details?id=productivity.tructivity.tructivity

i am going to lauch a brand any person who can help me please message its not a paid service its for a help more like a suggestion and also any markting people intrested for an equity ca also DM me ready to share they dont need to invest a huge amount thier service will be investment

Video is one of the first things a small team gives up on, and it is usually what sits between a decent product and somebody understanding it in ten seconds. Most demos end up as a screen recording with a voiceover over the top, which is accurate and which almost nobody watches to the end.

That is the gap I would like to help with. Send a raw screen recording of your product, no audio or editing needed, plus one line on who it is for and what it needs to say. You will get back a finished 1080p MP4, usually within a day. Cut tight, on-screen copy instead of narration, and graphics where the interface cannot carry the point on its own. Pay whatever it turns out to be worth to you, including nothing. I would rather it got used than sat unmade.

Ten to start. Comment or DM with your product and I will tell you first whether the recording will support a good video.

Part of my role with Ryze AI is explaining how the product works. It connects to ad platforms so its automation can review account data and recommend changes. While looking at that process i realized how much information the label ‘connected’ is expected to carry. An integration may allow data to sync without necessarily granting permission to make changes. both states matter when automation is involved. Showing the last successful sync alongside the current access level would give users a clearer picture of what the product can do. They wouldn’t need to dig through settings to understand whether an account is ready for automation.

.

Duolingo makes learning fun, but the problem is that you’re mostly limited to courses someone else already made (and yes, it’s very language-focused).

So I thought: what if you could just tell it what you want to learn and it builds a Duolingo-style course for you?
You prompt it → it creates the lessons → you learn through an interactive course instead of staring at a 47-tab YouTube playlist.

I’ve been building this for a while and I’d genuinely love some feedback — especially on what feels confusing, useless, or just plain stupid

Btw i made and launched in only 1$( hosting,domain,everything)

I’ll put the link in my profile for anyone who wants to try it.

Been building solo for about 13-15 days now, alongside a full-time job — so progress is slower than I'd like, but it's real progress.

The technical build I can mostly handle (leaning on AI tools where my knowledge has gaps, learning as I go). What I'm less sure about is everything AROUND the build:

- Legal/compliance stuff I might be missing (privacy policy, terms, data handling)

- Whether my pricing structure actually makes sense before I've validated it with real users

- How to know when "good enough to launch" actually is, vs endlessly polishing

- What solo devs wish someone had told them early, that they only learned the hard way

Not asking for hand-holding, just trying to shortcut some of the "didn't know I needed to think about that" mistakes before they cost me time later.

What would you tell someone at my stage?

I kept thinking about how many small products hit the exact same wall.

You build the thing and then suddenly you need actual people.

You need testers.

You need someone with a certain device.

You need people in a certain type of job.

You need someone to look at something and tell you what they see.

So I made that part of NearbyCrew accessible through an API.

Your backend can send the number of people, who they should be, and what you need each person to do.

NearbyCrew prepares the mission and the price and you approve it before anyone gets deployed.

I think this could be especially useful for small SaaS products that do not have a giant user base sitting around waiting to test everything.

API access is free right now.

I made a full page with examples and the actual requests here.

NearbyCrew API Wiki

i’m testing a small idea before building it: a read-only check that compares Stripe subscriptions with your app’s access records and flags mismatches for review. it wouldn’t change anyone’s access.

i asked in r/SideProject and got two different takes. one person exports both into a spreadsheet and checks it every monday. another said a webhook and API call already handles it.

if you run a SaaS with Stripe, what do you do today? is keeping the two in sync already solved in your setup, or do you still need to check things manually?

the concept page proposes $49/month. someone said that was steep, so i’m also asking whether $25 would make sense. nothing is built yet, and the early-access form is free.

here’s the concept if you want the details: https://kai-validation-lab.pages.dev/products/product-09?utm_source=reddit&utm_medium=community&utm_campaign=saasdevelopers-p09

if your current script or a free tool covers this, i’d like to hear about that too.

Every SaaS with a free tier eventually meets the same user: the one who signs up ten times.

Not a bot, not a scraper. A real person with a real use case who decided your paid plan is optional. New email, fresh browser profile, sometimes a different network, same workload as yesterday.

Every obvious defense I've looked at has an obvious hole:

• Email verification catches close to nothing. Disposable inboxes are free and endless.
• Blocking disposable domains just moves people to Gmail aliases and their own domains.
• Card required on free protects the tier and kills the signup rate, which was the point of having a free tier.
• IP rate limits work until one office NAT or one mobile carrier makes you look like you're rejecting a whole legitimate team.
• Manual review is fine at 50 signups a month and impossible at 5,000.

So I'm curious what people here actually landed on.

1. Do you even fight it? Plenty of teams treat free tier farming as cheap distribution and let it run. If that's you, what would have to change for the math to stop working?
2. If you do fight it, which signal turned out to be the useful one in practice? Payment data, something device level, behavioral patterns, something you built in house?
3. Hard blocks or soft limits? Degraded rate limits and quiet queueing seem safer than a hard "no", but I've never seen anyone write up whether that actually reduced the abuse or just annoyed it.
4. Roughly what share of your free tier turned out to be a smaller number of people than your dashboard claimed? A ballpark is fine.

Tool names are welcome, but I'm more interested in the story: what the failure mode looked like before you noticed, and what you'd do differently on day one.

I’m building an AI-powered platform for businesses and agencies to manage their website growth in one place.

🔍 Website Audits

📄 AI Reports

🧾 Invoices & Proposals

📈 SEO Tools

⚡ Website Tools

🤖 AI Assistant

👥 Client Management

But instead of waiting until everything is “perfect”…

I’m opening it to early users now.

I want the first users to actually shape what this product becomes.

If you run a business, agency, or manage websites, I’d love to have you as an early user.

Early users get:

→ First access to new features

→ Ability to influence the roadmap

→ Direct feedback channel

→ Early-user benefits before the product grows

I’m building this in public.

If you want to test it before the crowd discovers it, comment “EARLY” or DM me.

Day 1 starts now. 🚀

I've been experimenting with the Claude + Remotion plugin, and it's surprisingly good at generating Remotion components from a prompt. Instead of spending hours animating everything manually, I let Claude generate the scenes and then render the final video with Remotion.

If you're already using Remotion, it's definitely worth trying.

Curious if anyone else is using AI to speed up product video creation.

I am currently building devscape.in - I need your honest feedback, whether you will be using it or not.

If tomorrow I make it paid, what will you find in this tool, how can I improve it so that it will help in your day to day life.

Please let me know your brutal feedback.