Emrah Kurt

Sharing perspectives on digital marketing, branding, content creation, social media trends and practical approaches to building a stronger online presence.

[Emrah Kurt @EmrahKarimf]

Mecnun aşkından çöllere düşmüş, Leyla’yı siken sikene 🙋‍♂️🙋‍♂️

[Emrah Kurt @EmrahKarimf]

We will promote your company

[Shann³ @shannholmberg]

what's the difference between a loop and a graph? (marketing edition)

both are ways to run an agent, the difference is who decides the path, the agent or you.

a loop still starts with you. you set the goal, the brief, and the bar it has to clear. what the agent owns is the path.

take writing an SEO article: hand it the brief and it drafts, reads the draft back against that brief, rewrites the weak parts, checks again, and keeps circling until it clears the bar. the one thing you did not write is the step-by-step it took to get there.

a graph is you drawing the steps and the routes between them ahead of time. same article, but now you set the map: research the keyword and the competitors ranking for it. draft from what you find. score that draft against your rubric.

if it clears, add the internal links and publish. if it misses, back to the draft. the agent still decides how to handle each step, it just travels the routes you laid down.

the shape of this has a name, a state machine. every node is a state the work can be in, and a check at each one decides where it goes next, forward when it clears or back to an earlier node when it misses.

if you have built a workflow in n8n, you have already drawn one. nodes wired together, branches that fire on a condition, a step that loops until it clears, that picture is a graph. an agent graph is the same shape, the nodes hold agents doing the work instead of single api calls.

the way I think about it, a graph is a map of loops and checkpoints. some nodes run once, others are their own loop where the agent works something out, and the checkpoints between them read the result and route the work. you keep laying down nodes and checkpoints until the map reliably gives you the output you want.

the vault accelerator I run at my agency is one of these maps, 3 sessions that hand off in a fixed order:

> research session: reads our company brain and past campaign results, pulls in competitor and market context, and builds the cohort we go after
> landing page session: takes that research and builds the page from it
> content session: uses the research and the page to write the copy, illustrations, and slides for the live sessions we run

inside the content session runs a loop, a critic scores each draft against a rubric and sends it back until it clears the bar. that is one node on the map, the checkpoints between the sessions carry the work from one to the next

a graph earns its extra setup on anything you run every week:

> validation gates the work cannot skip
> a fixed set of routes the job can take
> a clear failure point, you see the exact step something broke on

a loop on its own is enough for the work you only do once, where you don't know the path yet, let the agent find it. graphs earn their place on the jobs you repeat, the content pipeline, the SEO and AEO funnel step by step, the vault accelerator

once the map works you reuse it, feed it the next cohort and the whole pipeline runs again

past the loop, the next thing you design is the map it runs inside.

[XenAI @AlexRiad84837]

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[Qasim @qasimbizs]

My SaaS hit 391k users in 1 month.

No UGC. No paid ads

I didn’t spend a single $ on marketing.

Full breakdown in this video👇

[Commander 🕸 @commander_web3]

a lot of founders say they do social media but if you look closely, they’re just posting… not actually marketing

and there’s a difference between the two

social media marketing isn’t just about showing up everyday,

it’s about what that presence is doing for your brand/projects

social media should be increasing your brand awareness,

it should be putting you in front of new people consistently

it should be building trust with the ones already watching

it should be driving traffic, generating leads, and turning attention into actual business

but most founders miss this part

they post without a strategy, talk like everyone already understands their product,

and ignore the fact that social media is one of the cheapest and most powerful growth tools they have

if your content isn’t doing at least 3 of these things,

you need to know as a founder that you’re leaving growth on the table

[Dawood @dawoodkhan254]

Today we're introducing Claude Code for Marketing.

We built an MCP that analyzes and ranks your website in AI search.

Just talk to it. It finds where you're invisible, then goes in and does the work to fix it.

This is truly insane.

[Emrah Kurt @EmrahKarimf]

@elonmuskTN 07

[Emrah Kurt @EmrahKarimf]

@mstfyim Amk anlaşılmıyorki iyi mi kötümü

[Emrah Kurt @EmrahKarimf]

@ozgurozkurt_16 Şu zıkkımı az için az Jamaika halkı sizn kadar çekmiyordur.

[Emrah Kurt @EmrahKarimf]

@fcdreams @Osmanunsal58 Aklı yok fikri var.

[Emrah Kurt @EmrahKarimf]

@daman2802mka Onca bedduadan sonra yaşıyorsa dünyada cehennemi yaşasın

[Arthur @ArthurStark01]

Pablo Escobar' ın hayatını konu alan Narcos isimli drama dizisinden bir sahne.

Sinema tarihinin en anlamlı sahnelerinden biri bu galiba.

[İsmail Abi @ismailabihooop]

Ben en başından beri kocaman bir boşluğun içindeyim, didiniyorum çabalıyorum hiçbir şey olmuyor, ne o boşluktan kurtulabiliyorum ne de o boşluğu doldurabiliyorum.

[Emrah Kurt @EmrahKarimf]

@AdYok1569230 @solcugazete Saçmalamayın arkadaş adam direk maaş haczi gönderiyor çatır çatırda alıyor parasını boş gezen çalışmayan aylaksan ayrı tabi

[Emrah Kurt @EmrahKarimf]

@asenaa_9696 Beni alacak kişi… kendinizi mal gibi pazarlamanız 😏

[Emrah Kurt @EmrahKarimf]

Sikilerek cin çıkarıldığına inanan insanlara İzmir yangının alkolden olmadığını anlatamazsın…

[Emrah Kurt @EmrahKarimf]

@metropolmedya_ %99 unuda denedin mi diye sorarlar adama🙋🏻‍♂️

[Emrah Kurt @EmrahKarimf]

@RitaDeirmenci1 Söylemesende anlardık 🙋🏻‍♂️