Last updated July 2026
What Reddit says · Collected July 2026
Every quote below is verbatim from a real thread, and every thread is linked so you can read the full context and the replies that disagree. We have grouped them by what people are actually arguing about: whether AI SDRs work, the backlash against obviously machine-written outreach, which LinkedIn automation tools people recommend, and account restriction risk. Where a thread is one person's unverified claim, we say so.
Every quote was checked word for word against Reddit's own post and comment data on 28 July 2026, and anything that did not match exactly was removed.
Reddit blocks automated page fetching, so we verified against the Arctic Shift archive of Reddit post and comment data rather than by scraping the site. For each thread we confirmed the post ID, title, subreddit, author, score and date, then confirmed each quoted sentence appears verbatim in either the post body or a comment by the named user.
One quote we were given during research did not appear anywhere in its thread's 199 comments, so it was dropped rather than published. Scores and comment counts are as recorded at verification time and will drift. Usernames are reproduced as they appear publicly. If you find an error, tell us and we will fix it on the next monthly pass.
The most active thread we found on this is a March 2026 r/sales post about a company cutting its entire 100-person inbound SDR team. It ran to 178 comments and the argument is more precise than "AI good" or "AI bad": people are separating the routing work from the judgement work.
"under 20% of inbound leads are ready to buy right now. The other 80% are early stage. They're researching, comparing, trying to understand if they even have a problem worth solving. That's not a routing task. That's a human conversation."
u/dbSteelyPhil, original post, r/sales, March 2026 · A company just cut their entire 100-person inbound SDR team"AI is great at the pattern matching part of SDR work. form comes in, check ICP fit, route it, send a templated response. that's maybe 30% of what a good SDR does. the other 70% is context. reading between the lines of a vague inquiry. knowing that "we're exploring options" from a VP means something different than from an intern doing research."
u/nobasketff, same thread · source"Can AI do a lot (maybe even most) of what SDR's do? Id say there's a pretty good chance. The REAL problem in my opinion is the same as for software dev: you've now killed your training pipeline of the people to do the things it is MUCH harder for AI to do; the AE role."
u/SnooCupcakes4075, same thread · sourceThe thread is not one-sided. u/15millionschmeckles replies simply "Inbound SDR is a fake job", and several commenters argue the roles were poorly designed before AI arrived. u/RepresentativeBox52: "AI didn't kill these jobs, poor org design created the conditions for them to be cut."
In February 2026 someone posted a genuinely positive AI outbound result to r/sales. It is worth reading alongside the reception it got, because the reception is the finding.
"AI is terrible at blasting one off copy. But it's very good at running systems. Humans still close better. No debate there."
u/Altruistic-Tax6266, original post, r/sales, February 2026 · I used to think AI outreach was trash. Now it's outperforming our reps."LinkedIn is that way, slop bot"
u/BostonUH, replying to that post · source"AI SDR companies are experiencing high churn, dying, or pivoting. That tells me all I need to know."
u/Low_Instruction4175, same thread · sourceThe post sat at a score of 0 with 15 comments when we checked. A positive AI outbound claim on r/sales gets read as vendor marketing by default, whether or not it is.
An October 2025 thread from someone who automated first touch and then had to handle the team's reaction drew 78 comments.
"It is a legitimate threat to their career, they should be worried."
u/ItsCartmansHat, r/sales, October 2025 · We automated first-touch with AI and now half my team thinks they're getting replaced"Well unless you're selling a very simple product, having AI answer inbound calls is one thing, but having complex sales conversations is totally different."
u/jroberts67, same thread · sourceThis is the strongest and most consistent signal we found, and it has gone past disliking bad messages. Readers now scan for the texture of machine writing and dismiss the whole post when they detect it, including on posts that are complaining about AI slop.
"I can't get over how large enterprise sales vendors are adding such AI functionality slop to their platforms and calling it upgrades. Just blows my mind how useless some of this stuff is."
u/ftwin, original post, r/sales, August 2025, score 98 · The "AI features" being added to sales tools are the most useless things ever createdIn June 2026 a post told r/sales to stop sending messages nobody wants to read. It made a fair point about AI slop in inboxes:
"open your LI and email and check how many you've received in the past 7 days. How many of these are too long or obvious, blatant AI slop?"
u/cosankov, original post, r/sales, June 2026 · Stop sending messages that nobody wants to readThe comments turned on the length of the post itself:
"Can we get a summary please? Too long 😂"
u/Substantial_Maybe474, same thread · sourceThe same thing happened in r/msp in May 2026, on a long rant about vendors slapping AI labels on everything. The post opens well:
"Somewhere around 18 months ago, every single vendor in our stack simultaneously discovered that their product had always, secretly, been powered by artificial intelligence."
u/Pitiful_Duty631, original post, r/msp, May 2026 · Why AI is simultaneously the most exciting and most infuriating thing to happen to MSPs in a decadeThe top replies did not engage with the argument at all:
"Yeah ngl not reading all this since you obviously used AI to write it."
u/Unable_Attitude_6598 · source"You used AI to write this, you're part of the problem dude."
u/Matazat · sourceThe same reflex appears in the 100-person SDR thread, where u/MartyMcMosca opens with "This entire post was written by a chatbot".
The practical consequence for anyone doing outbound is that the penalty is no longer a low reply rate. Detection now costs you credibility on the spot, and it happens before the argument is read. Whether a human or a machine produced the text does not matter to the reader. Only whether it reads as produced.
We build a tool in this category, so treat that reading as interested. It also happens to be why our writer is built the way it is, and we would rather point at the threads than assert it.
The most useful tooling thread we found is a July 2026 r/Entrepreneur review of several LinkedIn automation tools. It reads as a genuine hands-on writeup, and the reception was positive, which is rare for this genre.
"The main problem we faced was reliability. Campaigns often stop running without warning and LinkedIn sync breaks from time to time, sometimes requiring manual restarts"
u/RainbowFatDragon on one of the tools reviewed, r/Entrepreneur, July 2026 · I tested the best LinkedIn automation tools"Wow, great write-up, and doesn't read slop, thanks."
u/Adventurous-Sleep128, replying to it · source"The convenience of an all-in-one platform is usually just a fancy way of saying you're paying for three mediocre tools instead of one great one."
u/Evening_Hawk_7470, r/Entrepreneur, March 2026 · Which LinkedIn and cold outreach tool actually deliversRestriction threads are a recurring genre in r/linkedin, and the most instructive one is from a recruiter who insists they use no automation at all.
"my account keeps getting restricted for using automation after about every 100 profiles or so. Here's the issue, I don't use any form of automation at all."
u/Awesomegamer2196, r/linkedin, May 2024 · What's the deal with Account Restrictions?"be wary of 2 things that can cause you to appear to be "using automation"; 1. browser extensions and plugins - anything that may prescan or predownload a profile/webpage for whatever reason, will trigger a multi-count against your limit of profile views/downloads."
u/_Deadite_, same thread · sourceWhat this is worth knowing: LinkedIn's enforcement reacts to behaviour that looks mechanical, and volume of profile views counts. That is a reason to be sceptical of any vendor, us included, that describes its automation as safe rather than as lower risk. It is also a reason to ask specifically about daily ceilings and whether a tool runs through a browser extension.
One r/coldemail thread from May 2026 ran a side-by-side email-finding test. Treat it as one person's unaudited test rather than a benchmark, but the shape of the result matches what people say elsewhere.
"Apollo found emails for 832 of the 1000 leads (83.2% hit rate), with 89% of those passing deliverability, at $0.07 per usable email, running in under 4 minutes."
u/Lifewimmer74, original post, r/coldemail, May 2026 · Apollo vs Hunter vs Lemlist for email finding (tested on 1000 leads)"what industry are you targeting? i found apollo's data is solid for tech/saas but gets shaky in manufacturing and some b2b verticals."
u/Dry_Dealer_3385, same thread · source"Lemlist is better for europe lead, and apollo for US leads. hehe,"
u/ZorroGlitchero, same thread · sourceWe have written longer, source-linked comparisons of both: Postelix vs Apollo and Postelix vs Lemlist. Note that Apollo's own published accuracy figure is higher than this test found, and that a single 1,000-lead test by an anonymous account is not a benchmark.
Two threads report real results. Both attribute the outcome to human judgement rather than to a tool, and one of them gets challenged in the replies, which we are including because it should be.
"LinkedIn still works! You just need a decent strategy."
u/little-marketer, original post, r/sales, February 2026, score 86 · 200 LinkedIn Bookings in 5 Months"I dont believe you. There is no way you are getting a 13% booking rate on linkedin messages. I doubt you are even getting 13% of people to reply based on the messaging you posted above."
u/Kundrew1, top challenge in the same thread · source"Clay can personalize at scale but it's personalizing against a template and logic I wrote. Every sequence, every subject line framework, every use-case angle was something I'd validated through hundreds of actual sales conversations first."
u/retep-noskcire, original post, r/startups, March 2026 · How I kept a B2B SaaS pipeline alive after the sales team went from 3 SDRs to just meThat last quote is the most useful sentence we read across all of these threads. Automation reproduced the operator's judgement, it did not supply it. Any tool that promises the judgement as well is making a much bigger claim than it can support.
By the standard these threads apply, Postelix is in the category people are suspicious of, and the only thing that separates any tool from that suspicion is what actually arrives in the buyer's inbox.
Sceptical of the messages, more accepting of the research. Across r/sales threads in 2025 and 2026 the recurring position is that AI handles pattern matching well, roughly the routing and qualification layer, and handles context badly. One widely echoed comment puts the split at about 30% automatable and 70% context. Posts claiming strong AI outbound results tend to be received as vendor marketing: one February 2026 post reporting AI outperforming reps sat at a score of 0, and a top reply called the poster a "slop bot".
There is no consensus pick. The most detailed recent thread is a July 2026 r/Entrepreneur review testing several tools including MeetAlfred, Expandi, Dripify, HeyReach and Waalaxy, and its main complaint across tools is reliability: campaigns stopping without warning and LinkedIn sync breaking. A commenter in a related thread argues against all-in-one platforms, saying you end up "paying for three mediocre tools instead of one great one". Read the threads directly rather than trusting any roundup, including this one.
It can, and restriction threads in r/linkedin include people who say they use no automation at all. One recruiter reported being restricted roughly every 100 profile views while using none. An experienced commenter points at browser extensions and plugins as a trigger, because anything that prescans or predownloads profiles can multi-count against your view limits. The practical takeaway is that LinkedIn reacts to mechanical-looking behaviour and volume, so ask any vendor for hard daily ceilings and whether it runs through an extension.
According to the threads that report results, yes, but the successful writeups credit human judgement rather than tooling. A February 2026 r/sales post reporting 200 bookings in five months states "LinkedIn still works! You just need a decent strategy", and the author writes their content by hand. That same thread contains a detailed challenge to the numbers, which is worth reading alongside the claim. A separate r/startups breakdown notes that automation was "personalizing against a template and logic I wrote", validated through hundreds of real sales conversations first.
Because the writing has a recognisable texture and readers now dismiss whole messages on detecting it, before evaluating the content. The reflex is strong enough that it fires on posts arguing against AI slop: a May 2026 r/msp rant about vendors adding AI labels drew replies including "not reading all this since you obviously used AI to write it" and "You used AI to write this, you're part of the problem dude". For outbound, the cost is no longer a lower reply rate, it is immediate loss of credibility.
Yes, and each is linked to its thread so you can check. Every quote was verified word for word against Reddit's own post and comment data on 28 July 2026, via the Arctic Shift archive, because Reddit blocks automated page fetching. For each we confirmed the post ID, title, subreddit, author and date, then confirmed the quoted text appears verbatim in the post body or in a comment by the named user. One quote supplied during research could not be found in its thread's 199 comments and was removed rather than published.
Small volume, real research, and a message that reads like a person wrote it. Postelix works 100 to 400 tracked accounts on LinkedIn, warms them up before any DM, and holds every channel on Auto, Review or Off. Judge it by what it drafts in your first week.
Start now, €149/moLast updated July 2026. Quotes verified 28 July 2026 and reproduced for review and comparison purposes; they remain the property of their authors. Postelix is not affiliated with Reddit, Apollo, Lemlist or any tool named in these threads. 14-day money-back guarantee. Cancel anytime. Postelix is a brand and service of Unfair Advantage Ltd, Meleti 2C, 8570 Pegeyia, Cyprus.