Starting to think half the data we enrich on leads is completely useless

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The form submissions weren’t even the annoying part

it was all the random detective work after

open linkedin, check the title, click around the company page, try to figure out how big they actually are because apparently nobody on the internet agrees

then someone writes “looking for solutions” on the form and i’m sitting there like… ok does that actually mean anything or were they just being polite lol

anyway i did this manually for way too long

check stuff, make a guess, throw it into hubspot, move on

lately we’ve been experimenting with a review workflow built around hubspot and the rest of our stack. one part of it uses Expertise AI to help pull together account context, but we still review everything before it ends up in the CRM.

and weirdly i’ve gotten a lot more comfortable just leaving things blank

company size looks different everywhere? leave it

“exploring options”? could mean literally anything

fancy job title but no clue if they actually own the problem? yeah i’m not guessing anymore

i used to hate incomplete crm records

now i think wrong data annoys me way more

because once something says “high intent” or “mid-market” in hubspot, everyone just kind of accepts it

nobody’s asking three months later who put that there or why

we’ve got suggested changes going into slack first now so someone can at least look at them before anything important gets changed

still kind of figuring it out tbh

i looked through a few older leads the other day and found a bunch of fields we apparently cared enough to fill in

couldn’t tell you the last time anyone actually used them

what stuff do you guys actually bother keeping clean?

feel like half our crm is useful data and the other half is just… there

reddit.com
u/Adept_General_420 — 12 hours ago
▲ 1 r/AskGTM

Turns out our closed-lost data was way messier than the actual deals

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We started digging through closed-lost opps a while back because i was convinced there had to be some decent pipeline sitting in there

first few accounts looked easy

lost on pricing. lost on security. bad timing. champion left.

cool. just watch for something changing and reach back out, right?

then i actually started reading the old crm notes lol

""not ready""

""went quiet""

""budget""

""follow up later""

one deal had three different reasons depending on which note you opened

so before we could even do anything useful with signals, we basically had to figure out why half these deals died in the first place

we've been using expertise ai for some of that now, mostly to pull the old notes together and give us a suggested blocker to review

and honestly the review part matters more than i expected

pricing and ""no budget"" are not always the same thing

security concern could mean one missing doc or six months of procurement hell

champion left is pretty obvious. ""timing"" could mean literally anything

once we cleaned some of that up, watching the accounts got a lot less random

pricing issue + they're suddenly back on pricing pages? ok, maybe worth a look

security blocker + people reopening compliance docs? interesting

original champion starts somewhere new? probably at least check the account

but i'm starting to think the quality of the original closed-lost reason matters more than whatever fancy signal stack you put on top of it

how clean is everyone's closed-lost data actually?

because ours looked fine in reports and turned into complete chaos the second we tried to use it for anything

reddit.com
u/Adept_General_420 — 12 hours ago

I did not expect tiny shelves and plastic bricks to compete for my evening

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I always thought LEGO was the obvious adult building hobby because the pieces click, the rules make sense, and you can kind of zone out. But then I saw Rolife kits and the whole vs question got weirdly interesting. One looks more precise and puzzle-like, the other feels more cozy and decorative, like you’re building a little mood instead of just an object. For adults who’ve tried both, which one is better after a long day? Not better in a serious ranking way, just better for making your brain quiet for an hour.

reddit.com
u/Adept_General_420 — 18 hours ago

Where can you actually ride a small e-moto in Arizona without annoying everyone?

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Hey Arizona people, looking for some local advice.

I recently picked up a Globalkeep Soleix8. It’s a small off-road electric moto, and I’m trying to figure out where something like this actually makes sense in Arizona.

I’m around the Phoenix area, but I’m fine driving out a bit if that’s what people usually do.

I’m not looking for hiking trails, crowded canal paths, bike paths, or anything like that. I know e-motos already get a bad reputation when people ride them in the wrong places.

What I’m hoping to find is something more like:

easy desert roads

gravel roads

open dirt areas

forest roads

beginner-friendly off-road spots

places where a small e-moto won’t be treated like the worst idea ever

Nothing crazy. No jumps, no MTB trails, no ripping around people. Just loose dirt, gravel, maybe some light desert riding for an hour or two.

Do people usually head toward BLM land or farther outside Phoenix for this kind of thing?

Are there areas you’d completely avoid?

I’m new to riding this kind of electric dirt bike out here, so if this is a dumb question, go easy on me lol. Just trying to do it the right way before I get yelled at by hikers, cyclists, or park staff.

reddit.com
u/Adept_General_420 — 1 day ago

Best AI investing platform? Feels like everyone is selling “intelligence” now

I’ve been looking into AI investing tools and it’s getting hard to tell which platforms are actually useful versus which ones are just wrapping basic analytics in AI buzzwords.

I’m less interested in “AI picks the next Tesla” marketing and more interested in platforms that genuinely help with research, risk management, or long-term investing decisions.

What would you currently consider the best AI investing platform for regular people who still want some control over their strategy?

reddit.com
u/Adept_General_420 — 1 day ago

Dhokla

Recently tried traditional style dhokla , used to eat dry ones when I was a kid. I didn't like this at first but I think I am starting to get fond of this

u/Adept_General_420 — 2 days ago
▲ 124 r/origami

My noob origami in this full of awesome origami sub

Just someone who is beginner at origami. I don't know whose design is this sorry .

u/Adept_General_420 — 2 days ago