Tor

You build with AI. I show you how real humans actually use it. Founder of Test by Human.

[Tor @testByHuman]

We test your app so you don't have to guess what's broken.

Submit a URL, describe what to test, and get back a screen recording of a real person using it. They talk through everything they see.

Most tests cost $5. Simple ones from $3. No subscription.

Here's what a test looks like:

[Tor @testByHuman]

@Param_eth the wildest part is how many people ship, check analytics, see a 90% bounce rate, and start guessing why. ten minutes watching one stranger try your app cold tells you more than a month of staring at dashboards.

[Tor @testByHuman]

Vibe coding solved the building.

It didn’t solve “can a stranger actually use this.”

Hand your app to someone who’s never seen it. Don’t say a word. Just watch.

[Tor @testByHuman]

@Gerard265 subscription trackers live or die on the first open. if someone can't add their first renewal in under 30 seconds, they're gone. worth getting a few strangers to try it cold before you optimize anything else.

[Tor @testByHuman]

@0xPaulius you're welcome 😂 point still stands though

[Tor @testByHuman]

@walls_jason1 building this after a full day on job sites says everything. most people with the same idea never get past a landing page. whenever you're ready for outside eyes just holler.

[Tor @testByHuman]

@askgpts and most never find out what happens when those users try it. they ship, check analytics, see a bounce rate, and guess. get 3 strangers to use your app cold. you learn more in 10 minutes than a week of staring at Mixpanel.

[Tor @testByHuman]

@BigsonDev cool feature. the score is fun but the real gut punch is watching someone try to use your app and close the tab in 8 seconds. different data entirely.

[Tor @testByHuman]

just checked it out. the 5K upgrade framing in the headline is smart, gives homeowners an immediate reason to care. one thing worth testing: does someone who has no idea what NEC 220.82 means still feel confident enough to start? the trust signals are there but the technical language early on might slow down the exact people you want to reach. we run cold user tests like this at https://t.co/7DE0jCPBxe if you ever want real homeowner reactions.

[Tor @testByHuman]

the hard part isn't generating the docs. it's knowing whether a new user can actually follow them. get a few people who've never seen the app to go through the generated output and try to complete a task. where they get confused is where the agent's output needs work. we run cold user tests like that at https://t.co/7DE0jCPBxe if you want structured feedback.

[Tor @testByHuman]

@editonthespot the zero-friction pitch is strong but the real test is whether someone who needs a quick trim finds the export button without thinking. grab a few non-technical people, hand them a raw clip, and time how long it takes. that's the PH feedback that actually matters.

[Tor @testByHuman]

asking power users is smart for feature direction, but your biggest blind spot right now is what happens when someone installs it without knowing what iunami does. grab a few Notion users who've never seen it, watch where they get stuck. that's your real feedback loop before scaling.

[Tor @testByHuman]

good move. one thing that helps alongside keyword tracking: have a couple people who've never seen the app search for it in the store using the keywords you're targeting. watch how they scan the results page and what makes them tap or skip your listing. screenshots and first line of the description do more work than most people realize.

[Tor @testByHuman]

@_RalphRivera yeah trimming is the move. aim for one sentence above the fold that answers what is this and why should I care. after you trim, grab someone who has never seen it and watch them land on it cold. you will know in 10 seconds if the new version works.

[Tor @testByHuman]

@temi_2x congrats on shipping. one thing that helps early on: watch someone who's never seen the app try to use it from scratch. what's obvious to you will confuse strangers in ways you can't predict. even 3-5 cold users will surface stuff that changes your priorities.

[Tor @testByHuman]

@NFTherder tools can verify syntax and flag known patterns. what they can't do is click around an app the way a human attacker would and think "wait, what if I..." before it's in production. static analysis + one real person poking around for 10 minutes catches more than most teams expect.

[Tor @testByHuman]

@AdamToksoz two SaaS tools in a week is wild. once they're live, get 3-5 people who have never seen them to try from scratch. the gap between "works for me" and "makes sense to a stranger" is where the money hides. DM me the links if you want, I can get fresh eyes on them.

[Tor @testByHuman]

@keiboarderllc the tea app thing is a perfect example. the code compiled, the CI passed, but nobody sat down and asked "what happens if a real person pokes around for 5 minutes?" one stranger exploring your app cold would have caught that image leak before 72,000 people paid for it.