@AmirMushich / Report

LOVART · ARTI AGENT · 29 OCT — 4 NOV 2026

Amir x Lovart 2.0
campaign report

Campaign performance · Fixed report prepared 4 November 2026

Description

Total campaign impressions

134,048

26 publications · 3 platforms

Impressions & platform views · 25/26 publications measured

Total campaign bookmarks

1,554

Bookmarks & saves

23/26 publications measured · Additional saves unavailable

X: 22/22 publications measured. Other platforms: 3/4 measured. One Threads post is awaiting metrics; Threads saves are unavailable.

X performance

Impressions132,15222/22 publications measured
Likes80122/22 publications measured
Replies6722/22 publications measured
Reposts5922/22 publications measured
Quotes1222/22 publications measured
Bookmarks1,55122/22 publications measured

Detailed engagement metrics

X ER: 1.88%. ER = (likes + replies + reposts + quotes + bookmarks) / impressions × 100. Shares already combine reposts and quotes; each is counted once.

Source measurements: 4 November 2026 · Buffer 06:20–13:07 UTC · X ~15:20 UTCFixed report · 4 November 2026

Tracked links

5 unique campaign links

29 October → 4 Nov 2026, 18:26 UTC · Five campaign links, each counted once.

Tracked clicks1,1445/5 links measured · All campaign distribution channels

Tracked Link Insights

12 months · Click audience

4 Nov 2025, 18:26 → 4 Nov 2026, 18:26 · UTC. Combined analytics for the five selected campaign links. Countries and cities: top 5; OS: top 3. Audience window: 12 months.

Countries Top 5

  • United States25.9%
  • India7.6%
  • United Kingdom5.1%
  • Brazil4.6%
  • Spain3.9%

Other / unknown 52.9%

Tier-1 Geos34.4%
EU + UK + Australia + Canada + New Zealand + Japan + Singapore

1,144 clicks · Dub API · 5/5 tracked links measured

Cities Top 5

  • Los Angeles, US2.9%
  • Phoenix, US2.7%
  • Ashburn, US2.1%
  • London, GB2.1%
  • New York City, US2.1%

Other / unknown 88.1%

1,144 clicks · Dub API · 5/5 tracked links measured

Devices Share of clicks

  • Desktop40.6%
  • Mobile58.5%

Other / unknown devices 1.0%

1,144 clicks · Dub API · 5/5 tracked links measured

OS Top 3

  • iOS50.3%
  • Mac OS27.0%
  • Windows9.6%

Other / unknown 13.0%

1,144 clicks · Dub API · 5/5 tracked links measured · Incomplete breakdown; missing data is not estimated.

Each link is counted once. Links reused in other publications can include clicks from those placements. Top lists use all measured clicks as their denominator.

Community narrative

64

audience comments

47

unique authors

Comments by publicationAuthor counts overlap between publications; the campaign total is deduplicated.

The following clusters were coded manually from comment text. Percentages use the 64 included comments. Another 12 comments (18.8%) are classified as other. Percentages are rounded to one decimal place.

Brand guidelines need to become rules agents can use.

23 comments · 35.9%

Comments describe the gap between handing over guidelines and putting them to work.

View example comments

“The handoff is where most branding dies. The guidelines PDF gets opened twice, then the team improvises in Canva.”

@sandroieva ↗

“every brand book ends up a pdf nobody opens after launch week. the first 10 ads built from it is what the client was actually paying for”

@gmartidesign ↗

“the gap isn't the logo, it's the 40 decisions after it…”

@JimmyCarsttle ↗
A caution within this cluster: @aaron_douglas argues that final brand selection should remain a human decision.

Praise for the visuals and the creator.

24 comments · 37.5%

A broad cluster of praise for the branding and the creator.

View example comments

“This came out incredibly well, great work Amir”

@azed_ai ↗

“I immediately wanted to buy eggs with that branding 😁”

@mikeilicbh ↗

“def bookmarking and absorbing this”

@kloss_xyz ↗

How to try it, get access and use the workflow.

5 comments · 7.8%

Questions about inputs, tools and how to try the workflow.

View example comments

“what does it want as input, just the logo and hex codes or the client's whole guidelines PDF?”

@Novaautonomous ↗

“This works without lovart?”

@LouieMota88 ↗

Largest accounts among commenters

Ranked by follower counts supplied from X users lookup on 4 November. Follower counts describe account size, not campaign reach.

AccountFollowersComment source
@kloss_xyz81,478Hero article ↗

@AmirMushich def bookmarking and absorbing this

@azed_ai61,147This is stupid… ↗

@AmirMushich This came out incredibly well, great work Amir

@Salmaaboukarr50,653Stop trying to use Claude… ↗

@AmirMushich Clever 😍

@maxescu40,001Hero article ↗

@AmirMushich Awesome stuff, Amir!

@TechieBySA36,607Stop trying to use Claude… ↗

@AmirMushich I love this carousel showcase bro

Excluded: nine AI-bot responses and one affiliated studio response. Amir’s replies are excluded from audience comment counts.
All 64 included comments

@AmirMushich The handoff is where most branding dies. The guidelines PDF gets opened twice, then the team improvises in Canva. Making the brand usable day to day is exactly the gap we're building @i7os_app for.

@sandroieva · 2026-10-30 15:08 UTC ↗

@AmirMushich i can see the importance in it in my day to day grind bro haha! luckily I see clarity in it now! I'm gooood man been hella busy building some cool stuff! Ready for a halloween drop there shortly haha Pumpkin time xD

@Fluxora_Studios · 2026-10-30 15:16 UTC ↗

@AmirMushich agents aren't bad at design, they're just averaging. give them real references and constraints and the output stops looking like every other generated landing page

@Shasko · 2026-10-30 18:48 UTC ↗

@AmirMushich Real talk, the gap isn't the logo, it's the 40 decisions after it. A skill that turns brand rules into something an agent applies every time is the useful part.

@JimmyCarsttle · 2026-10-31 14:19 UTC ↗

@AmirMushich Teaching the agents is 2nd order of things. First is to acquire the skills of seeing things differently and form an aesthetic option that feel authentic to oneself. otherwise all the principles and guidelines do is to converge everyone toward one direction: the sameness

@IAMLIORDANOV · 2026-10-31 15:15 UTC ↗

@AmirMushich @OpenAI the jump from a raw agent output to something that actually holds a brand is the hard part, and pinning it to a design system with Lovart then pushing it through Figma and Ae is a really clean pipeline. the oovie identity looks tight

@ven_ai_lab · 2026-10-31 22:38 UTC ↗

@AmirMushich The setup can draft a whole brand. Choosing which version the client will still believe in a year from now is the call I'd keep with a person, because that judgment is what a brand designer is actually hired for.

@aaron_douglas · 2026-11-03 17:51 UTC ↗

@AmirMushich Same lesson here. I split mine into one bot per platform, X, Substack, Medium and Games, with a CMO bot on top. Which agent built the brand in this one?

@froessell · 2026-11-04 09:57 UTC ↗

Beyond X

Threads & Instagram

Threads · 3 publications

Views1,3882/3 publications measured
Likes262/3 publications measured
Comments32/3 publications measured
Shares32/3 publications measured
SavesNo data0/3 publications measured

2/3 publications measured · 4 November, 06:20 UTC. One post awaits metrics. Saves are unavailable. Buffer can lag by approximately 24 hours.

Instagram · 1 publication

Views5081/1 publications measured
Likes111/1 publications measured
Comments21/1 publications measured
Shares31/1 publications measured
Saves31/1 publications measured

508 views and 11 likes supplied by the owner on 4 November. Other counters unchanged; native reach remains 245 from Buffer. Public URLs were not supplied by Buffer.

Hero & promotion

Contribution to X impressions
Hero posts63,847
1 publication · 48.3% of X impressions
Promo placements68,305
21 publications · 51.7% of X impressions

Promo includes own quote-posts, campaign thread placements and relevant replies. Third-party comments are separate.

Key publications

Publications26 publications

Amir’s campaign publications only, sorted by recorded views. Shares on X combine reposts and quotes. Buffer posts are identified by text, date and source ID.

Publication / date (UTC)PlatformViewsLikesCommentsSharesBookmarks / savesLink
How to turn brand guidelines into a content factory (with Lovart’s Arti agent)29 Oct · 18:07 UTCX63,8471271715366View post ↗
I beg you, teach your agents to make better design…30 Oct · 18:34 UTCX23,8222901224603View post ↗
This is stupid, but…30 Oct · 14:33 UTCX20,7552271425401View post ↗
Stop trying to use Claude for everything3 Nov · 14:54 UTCX10,063123127156View post ↗
More free AI workflows for you: https://t.co/BM6LgJHSa931 Oct · 12:34 UTCX7,773151012View post ↗
@AnthropicAI Responsible branding with Claude 🤌 https://t.co/wZrlyQLNHS29 Oct · 18:36 UTCX1,7055004View post ↗
@OpenAI the future is where design is easier for everyone 🤌 https://t.co/L8LbIHPyr631 Oct · 11:40 UTCX1,3507407View post ↗
I beg you, teach your agents to make better design... Feed them this: https://amirmushich.link/oovie-brand And my article below. Thank me 1 Nov · 11:35 UTC · Buffer 6ae723df3102e7203a29580fThreads1,2552422No datalink n/a
@OpenAI built with Codex + Lovart + Figma/Ae31 Oct · 11:41 UTCX5860101View post ↗
Decent brand guidelines for SMB with AI - possible now Comment BRAND and I’ll send you the tutorial #branding #guidelines #lovart #codex 4 Nov · 09:32 UTC · Buffer 6aeb1cef250bf69188edb29cInstagram50811233link n/a
@rauchg Been cooking with Codex + Arti + Claude + Grok Bot (working all together) Unreal productivity I couldn’t even dream about a few mon29 Oct · 19:08 UTCX3092001View post ↗
@LouieMota88 You can use the Skill I mention in the beginning of the article - and test it out in other agents. Imo, Lovart’s agent is one o30 Oct · 18:48 UTCX2861100View post ↗
@Shasko Agree at some point, but they need more steering - so I’m trying to give you guys more context on how to do that30 Oct · 18:53 UTCX2780000View post ↗
@poletaeviktor Thank you brother, really appreciate you here Remember how we been doing designs for our client with a brandbook (the agency29 Oct · 19:03 UTCX2631100View post ↗
@azed_ai Huge thanks Amira, I like the brand too, great to work with some good tools 🫡30 Oct · 15:20 UTCX2160000View post ↗
@Novaautonomous Just text prompts - check the tutorial 🫡30 Oct · 14:48 UTCX2030100View post ↗
@kloss_xyz ty brother this setup works too well to skip it (building with this for myself & for some of our clients)29 Oct · 18:19 UTCX1871000View post ↗
This is stupid, but... most clients pay $1,000s for branding and... don't know what to do with it next Full tutorial - below Skill: https:/31 Oct · 19:02 UTC · Buffer 6ae63af8fd5715ecab10de09Threads133211No datalink n/a
@gmartidesign Great take man, for years, I’ve been watching people with brand guidelines being like: “so uhh… what’s next?” https://t.co/TJi29 Oct · 19:01 UTCX1150000View post ↗
@lovart_ai @bhanukowshik @OpenAIDevs @joinef I’m scared to think about how much Lovart agent can actually make 👀 https://t.co/UiPhJGeyAf29 Oct · 20:44 UTCX950000View post ↗
@Fluxora_Studios Yeah, that used to be hard & expensive - and we’re here to change this Hope you been well Flux!30 Oct · 15:11 UTCX771200View post ↗
@_LaurentB You’ll love the output man, just check the workflow - I built it specifically for SMB owners29 Oct · 19:27 UTCX721000View post ↗
@AI_with_jasmin Arti is indeed a damn strong brand engine https://t.co/tGv97ByOuf29 Oct · 20:33 UTCX720000View post ↗
@Novaautonomous Yeah, the idea is to build a pipeline where you can choose - either to build a brand from scratch or to import any assets yo30 Oct · 15:11 UTCX540100View post ↗
@froessell for this brand - it's Arti by @lovart_ai check the article in QT did you split your stuff across Grok Bots or across different 4 Nov · 11:45 UTCX240000View post ↗
Decent brand guidelines for SMB with AI - possible now Comment BRAND and I’ll send you the tutorial #branding #guidelines #lovart #codex 4 Nov · 09:33 UTC · Buffer 6aeafbd761634f5ec41cdcf3 · Awaiting metricsThreadsNo dataNo dataNo dataNo dataNo datalink n/a

Methodology & notes

X snapshot: 4 November, approximately 15:20 UTC. Instagram: views and likes manually updated by the owner on 4 November; other counters retain the Buffer snapshot from 13:06 UTC. Threads: 06:20 UTC. Tracked-link snapshot: 4 Nov 2026, 18:26 UTC. Buffer updates daily and can lag by approximately 24 hours. The newest Threads post was sampled seven seconds after publication and remains unmeasured. Missing values are shown as “No data”.

Publications and KPIs reflect the current client-approved selection of 26 publications, with the owner’s Instagram update applied. Other users’ comments and publications, and ordinary repost records, are excluded from Publications. Community analysis uses the separately supplied comments and manually coded narrative. Cumulative observations have different cutoffs; no period-growth or daily-history claim is made.

LinkedIn: no campaign posts. Facebook: unavailable (403). Pinterest did not participate. Public links for Instagram and Threads were not supplied by Buffer; none have been invented.