Sample report · real data from one account · get the skill

Wes Pomeroy · 2026-08-30 – 2026-09-06

Your comment audit

When you comment on someone else's post, LinkedIn shows what you wrote to their audience, not yours. A comment can reach people who would never see anything you publish.

LinkedIn quietly counts how many people saw each of your comments, but it never shows you the pattern. This page pulls it together: what you wrote, who saw it, and whether the careful ones did any better than the quick ones.

The idea behind this audit is not ours. It comes from Richard van der Blom, who wrote it up as “Your Best Post This Week Is Not A Post” and does the long-running research behind it at richardvanderblom.com. He does the audit by hand in a spreadsheet. This does the same job automatically.

What your week actually says

Each number below comes with a grade and one thing to do about it. Only comments on other people's posts count here — replying under your own post is a different activity, and LinkedIn reports no view count for it.

B

A good week with one or two things to tighten. Look at the lowest grade below first.

Averaged across the 5 graded measures below. The scale is this tool's own, not Richard van der Blom's research — it is a way to read your week at a glance, not an industry benchmark.

1.9×
Reach against your own followingC

Your 18 comments were seen 3,891 times against about 2,049 followers, so commenting put you in front of 1.9 times your whole audience. Most of those people do not follow you. You are borrowing someone else's room.

Do thisKeep the count steady and watch this number weekly. If it climbs while your posting stays flat, commenting is the cheaper half of your reach.

18
How much you commentedC

18 comments over 8 days, about 2.2 a day. Richard van der Blom sets the bar at 20 in a week; you are at roughly 16 at this pace.

Do thisAdd a short block to your day for this. Getting to 20 a week is the cheapest change available to you, and it comes before any attempt to write better ones.

39%
One comment carried the week

Your comment on Paul Smith's post was seen 1,519 times. The other 17 together came to 2,372. Reach is lumpy, so a single week's numbers can be one lucky room.

Do thisWatch out for reading too much into this week. Go back to Paul Smith and comment again — if it repeats, that is a room worth living in.

4 in 10
How often someone answered youB

8 replies across 18 comments. A reply means the author or another reader came back to you, which is where profile visits start.

Do thisEnd more comments with a specific question. Questions aimed at one claim in the post draw answers; agreement does not.

25%
Effort spent on your own postsB

You left 6 replies under your own posts and 18 on other people's. Answering your own commenters keeps a thread alive, but it only reaches people who already found you.

Do thisReply to your own commenters in one short sitting, then spend the rest of the time in other people's threads.

69%
Comments that added somethingB

11 of your 16 subject comments brought a fact, an example, a question or an argument. The rest were hellos and agreement.

Do thisBefore posting a comment, check it says something the post did not. If it does not, either add one or skip it.

What kind of comments you wrote

Each comment was read and sorted into one of five kinds, based only on what it says. How many people saw it was deliberately left out of that judgement, because otherwise the answer would be circular.

Kind of commentHow manyViews for a typical one
Making your own point
Substantial enough to stand on its own.
0
Asking or pushing back
You questioned or challenged something specific.
894
Adding something
You brought a fact, an example, or something you did.
3236
Agreeing
You said yes and gave a reason. Anyone could have written it.
5118
Just saying hi
Congrats, nice post, a thumbs up. Friendly, adds nothing.
2107

16 were about the subject and 2 were friendly notes — a congratulations, a hello. Friendly ones are a normal part of being a person here. They are just not doing the same job.

Did the better comments get seen more?

This is the whole reason to bother. If putting real thought into a comment gets it in front of more people, that is worth knowing. If it does not, that is worth knowing too.

Yes, so far. Your thought-through comments were seen about 183 times each. Your quick ones, about 118. Writing the better comment looks like it is paying you back.

Careful with this one. It rests on 18 comments over 2026-08-30 to 2026-09-06. One popular post can move the whole answer. Ask again after three or four weekly runs, when there is enough to trust it.

Everything you wrote

Most seen first, so you can judge for yourself what landed and what did not.

On Paul Smith's post
Does this mean you can operate Salesforce using an agent in Claude Cowork?
seen 1,519 times · 2026-08-30 · asking or pushing back · open on LinkedIn
On Randy Sadler's post
I had no idea there were so many different "continuity of business" types of coverage. Very interesting. That said, I think I'm redundant enough to fall under the line for good ROI. Perhaps I should abandon my management principles and weaken my second line :)
seen 376 times · 1 reply · 2026-09-02 · agreeing · open on LinkedIn
On Ethan Mollick's post
Sidharth Sehgal It exists in Claude Cowork. I tried it last night, and asked it to tell me about me. It only could tell me what it found on the Internet (and didn't do a very good job - even in Fable 5)
seen 343 times · 2026-09-05 · adding something · open on LinkedIn
On Allison Herbert's post
I am eager to find my tribe, so I spend a lot of time on LinkedIn (or more so with LinkedIn content I scrape into my own shadow LinkedIn experience) and post a lot of stuff. I can't find any real pattern to what reaches people, or why so many people "read but don't react". I even bought an algorithm…
seen 248 times · 1 reply · 2026-09-03 · asking or pushing back · open on LinkedIn
On Aleksandra Przegalinska's post
There was a human who configured and enabled those agents, and they are responsible for the outcomes. I really think it's that simple.
seen 236 times · 1 reply · 2026-09-05 · adding something · open on LinkedIn
On Cory Haldeman's post
What task? And how long did it take?
seen 184 times · 1 reply · 2026-09-03 · asking or pushing back · open on LinkedIn
On Mariana Agathoklis Schlock's post
Dig the focus on accountability. To me it's the same as it's always been. If you're putting out work, you need to be able to speak to every part of it, and how you got there. If people can use AI to help produce good work outcomes, awesome. But they need to take accountability for every part of th…
seen 183 times · 1 reply · 2026-09-02 · adding something · open on LinkedIn
On Zlatko Lakisic's post
Zlatko and I compared notes today and it was time very well spent. Congrats on the new job, sir!
seen 182 times · 1 reply · 2026-09-01 · just saying hi · open on LinkedIn
On Alan Chau's post
Looking forward to it. We do a lot of content personalization in my shop. Happy to chat about it! :)
seen 145 times · 1 reply · 2026-09-01 · agreeing · open on LinkedIn
On Laurie Voss's post
My agents do amazing things, and require constant supervision. If someone claims they have a posse of them, autonomous, in production, running stuff that matters at scale - I'd like to meet that person so I can call them a liar to their face. Half kidding. I'm sure a handful of people have pulled it…
seen 127 times · 2026-09-05 · asking or pushing back · open on LinkedIn
On Riggs Goodman III's post
It's really good to see Anthropic leaning into this issue with solutions. There's no putting the genie back in the bottle. We need to roll forward and meet every challenge. The benefits continue to outweigh the risks.
seen 118 times · 2026-09-02 · agreeing · open on LinkedIn
On Brij Kishore Pandey's post
I think well constructed and maintained knowledge graphs have proven themselves valuable at this point, regardless of what multiplier the vendor advertises. Good context engineering + good/reliable data access (which things like Glean help with) + good routing = better outcomes in terms of quality, …
seen 62 times · 2026-08-30 · asking or pushing back · open on LinkedIn
On Allie K. Miller's post
They're solutions to about a third of that list. Just saying. 😁😀😘
seen 56 times · 2026-09-01 · agreeing · open on LinkedIn
On Imran Syed's post
Were it not for the human cost, I would say let these company's learn the hard way, over-rotating on cost savings and breaking the people machine that runs their business. AI can do a great first draft and kill the tedious stuff. But it's not capable of automating most jobs out of existence. Maybe s…
seen 36 times · 1 reply · 2026-09-02 · asking or pushing back · open on LinkedIn
On Tacnode's post
This is an excellent litmus test :)
seen 33 times · 2026-09-03 · just saying hi · open on LinkedIn
On Michael Levan's post
How is that safety layer working if they're not looking at your stuff in some way? What if you ask it to hack something? Asking sincerely.
seen 23 times · 2026-09-05 · asking or pushing back · open on LinkedIn
On Noah Brier's post
What's the context on the Oral vs. Written society thing?
seen 19 times · 2026-09-02 · asking or pushing back · open on LinkedIn
On Danny Thompson's post
I have Astra, and even though it's making more progress on playing my Playstation than previous models, it's still not crushing it immediately. I may never be complete 😂
seen 1 times · 2026-09-06 · agreeing · open on LinkedIn

What to do with this

Run it again next week

One week cannot tell you much. The answers above get real around the third or fourth run, when there is enough to see a pattern instead of a coincidence.

Argue with the sorting

If a comment landed in the wrong kind, say so. The rules live in a plain text file and are meant to be changed.

Watch the same names

Once you have commented with someone three times they show up ranked above, and that is when this starts telling you where to spend your time.

Read the original

The framework this measures against is Richard van der Blom's, from “Your Best Post This Week Is Not A Post”. His wider research on how LinkedIn actually behaves lives at richardvanderblom.com. The 20-comments-a-week bar used above is his. The letter grades are this tool's own.

Built September 06, 2026 at 08:04. View counts come from your own LinkedIn activity page and keep climbing for a day or two after you comment, so running this again updates them rather than counting anything twice.