SMART LinkedIn · Live in Chrome and Edge

Comment
like it matters.

SMART LinkedIn lives inside LinkedIn. In your voice. With an editor on top.

Click the SMART pill on any post to draft a comment, learn from the post, or track one of your own. Find news angles worth writing about. See what is actually working.

Voice fingerprint Audited drafts Anonymised by design Inside LinkedIn
JD
James Donovan
Founder, customer-experience studio · 2h
AI is not replacing customer service teams. It is replacing the bad ones. The teams that read tickets carefully, write back like a person, and own the resolution? They are about to look very expensive, and very valuable, all at once.
👍 Like 💬 Comment ↻ Repost ↗ Send
SMARTLinkedIn
Pick what you want to do with this post
Draft a commentIn your voice, anchored to the post
Learn from this postSave the pattern, anonymised
Track my postAuto-snapshot performance
The chooser

Three actions on every post. One click each.

The SMART pill appears on every LinkedIn post you read. Click it. Choose what to do. The rest happens for you.

Draft a comment Eight comment shapes. Anchor rule. Vision on post images. Optional web-search for current context.
Learn from this post Saved as anonymised intelligence. Themes, hooks, structures, what to use, what to avoid copying.
Track my post Links the published post to its draft. Captures fresh metrics in the background every time you visit.
Voice fingerprint and audit pass

Drafts in your voice. Audited like an editor.

Your draft is built from a voice fingerprint of four hundred of your real emails and posts, then audited against the patterns the LinkedIn algorithm downranks in 2026. You see the version that sounds like you.

Source post you are commenting on
"AI is not replacing customer service teams. It is replacing the bad ones."
Generic AI draft
Audit fails on: consultant phrasings, X-not-Y antithesis, manufactured maxim, comment-bait CTA. The algorithm has seen ten thousand of these this week.
SMART LinkedIn draft
Audit passes: first person, specific anchor (two hundred tickets, four minutes), real stance, no consultant register. Sounds like someone who has worked a contact-centre floor.
Comment intelligence

Eight shapes. One picked for the post.

Before drafting, a strategy planner picks the right shape, opener and ending for the post you are commenting on. No two comments look the same. Every one anchors to a specific detail.

1
Direct challengeWhen the post is wrong on something specific.
2
Agreement with extensionYes, and here is the part most people miss.
3
Question as commentLean. Anchor plus one sharp question.
4
Lived experienceA short story from the work you actually do.
5
Sharper restatementThe same point, said more precisely.
6
Specific exampleOne named case that proves the point.
7
Practical warningThe thing that breaks if you act on this naively.
8
Concise endorsementShort. Adds one thing the post left out.
Post composer

Six post intents. One built for the outcome you want.

Click the SMART pill on your own profile and the composer asks what the post is for before it writes a word. Pick the intent, tell it your point, and the draft is built end-to-end for that outcome — not a generic LinkedIn post. Stuck for a topic? It seeds three ideas from your voice and saved intelligence.

SMART LinkedIn v0.25 · post

Tell SMART LinkedIn what to write about, then click Draft.

↻ Continue a saved draft Pick from recent →
📰 React to a news story optional
What's this post for?
Thought leadership— drives saves and shares
Conversation starter— drives comments and replies
Outreach / lead gen— drives DMs and inbound
Personal story— drives resonance and follows
News reaction— a take on a current story
Product / category education— explain how it works
Need ideas? Click one to use it
Launching an AI community for recruitment professionals — what most teams get wrong about who actually owns it
The thing every "AI in the workplace" pitch quietly leaves out
Open with a contrarian-claim hook on the thing I keep being asked about
Angle Extra direction Tone Post length Use intelligence
Cancel Draft post
News angles picker

The hard part of posting is knowing what to post.

A curated registry of around ninety RSS feeds across twenty industries, refreshed every six hours. Each story is scored for stance ability, freshness and topic match against your industry. Type a quick line of intent and the model re-ranks by semantic match.

Today's angles · Education Top 3 of 12
Intent "Something about admissions pressure"
Schools Week match 94%

Ofsted to scrap single-word judgements from September

Strong stance opportunity. Heads will be split. Specific enough to anchor a real opinion.

TES match 88%

Independent schools report record drop in international applications

Numbers in the headline. Lived-experience post if you have run admissions through this cycle.

BBC Education match 82%

DfE confirms AI guidance for schools will be non-statutory

Saturation rising. Take the operational angle, not the policy summary, to stand out.

95
Curated feeds
20
Industries covered
6h
Refresh interval
Your own feeds
Tracked posts

Snapshots in the background. Read-out in plain English.

Track your published posts and SMART LinkedIn captures fresh impressions, likes, comments and reposts every time you visit. No manual data entry. The dashboard tells you what is working, not just what happened.

Performance summary · Last 30 days
12
Posts
4.2k
Avg impressions
38
Avg likes
9
Avg comments

Highest-impression post was about admissions cycles. Operational topics from your day job are landing harder than industry commentary.

Comments are running below 2.5% of impressions. Your next post should invite a specific reply, not pose a rhetorical question.

Suggested next angle: a sharper take on a recent admissions decision, in first person, with the actual numbers.

Saved intelligence and edit learning

Learns from every post you read. And every edit you make.

Click Learn from this post and SMART LinkedIn analyses why the post works, then saves the pattern to your private library. Anonymised by design. Your edits to drafts feed back into the model so the next draft is sharper.

Saved intelligence · 47 posts learned

What SMART LinkedIn is learning about your audience

Top themes
Operational decisions ×9 Hiring and team ×7 Founder honesty ×6 Industry policy ×5
What to use
Open with a specific number from your week.
Take a position before the third sentence.
Land the strongest line in the final third.
What to avoid copying
Comment-gate calls to action ("comment X and I'll send").
Manufactured maxims at the close.
Anonymised: author names, profile URLs and commenter names are stripped before storage.
Anonymised by default

Saved intelligence never stores third-party names. The system learns from patterns in the post, not from people behind it.

Learns from every edit

Tweak a draft once and SMART LinkedIn remembers. Future drafts respect what you would and would not have written.

A promise

SMART LinkedIn drafts.
You publish.

Nothing is commented, posted, replied to or tracked without your one click of approval. Every draft sits in front of you for review and edit before it reaches LinkedIn.

Frequently asked

Questions before you install

What is SMART LinkedIn?

The LinkedIn module inside the SMART Reply browser extension. It adds three actions to any post you read: draft a comment in your voice, learn from this post, or track a post you have published. It also drafts message replies and surfaces curated news angles worth writing about.

How does it stop drafts sounding like AI?

Drafts are built from a voice fingerprint of your own writing and audited by a second model against the patterns the LinkedIn algorithm downranks in 2026: rhetorical antithesis, manufactured maxims, parallel imperative lists, dashes, hype verbs and consultant phrasings. If anything is flagged, the draft is regenerated once before it reaches you.

Where do the news angles come from?

A curated registry of around ninety RSS feeds across twenty industries, refreshed every six hours. Each story is scored for stance ability, freshness and topic match against your industry. You can also add your own feeds. The picker lives inside the post composer.

How does the post composer decide what kind of post to write?

You tell it. The composer opens with six intents — thought leadership, conversation starter, outreach and lead gen, personal story, news reaction, and product or category education — and each one shapes the draft differently. You add your point, optionally a news story to react to, an angle, extra direction, tone, length and whether to use your saved intelligence. If you do not have a topic yet, click one of three idea seeds the composer generates from your voice and what it has learned.

Can I save a post and come back to it?

Yes. Drafts are saved as you work. The composer opens with a "Continue a saved draft" row so you can pick up where you left off, or jump to one of your recent drafts.

Does SMART LinkedIn store the names of people whose posts I learn from?

No. Saved intelligence is anonymised. Author names, profile URLs and commenter names are stripped before any record is stored or shown back to you. The system learns from the patterns in the post, not from the people behind it.

How does tracking work?

When you publish a post, click Track and we link it to the draft. After that, every time you visit the post the extension captures a fresh impressions, likes, comments and reposts snapshot in the background, with a thirty minute cooldown. The dashboard turns those snapshots into a plain English summary of what works for your audience.

Is SMART LinkedIn included with SMART Reply?

Yes. SMART LinkedIn is part of the SMART Reply browser extension. One subscription. The extension covers your Outlook web inbox and LinkedIn together, with a fourteen day free trial.

Which browsers are supported?

Chrome and Microsoft Edge. The extension is published in the Chrome Web Store and the Microsoft Edge Add-ons store, both through full review.

Does SMART LinkedIn post on my behalf?

Never. SMART LinkedIn drafts. You publish. Every draft sits in front of you before it reaches the LinkedIn composer.

Install once.
Post differently.

SMART LinkedIn is part of the SMART Reply browser extension. Add it to Chrome or Edge, sign in, and the SMART pill appears the next time you open LinkedIn.