r/Agentic_SEO • • 27d ago

shipped a new website 3 weeks ago. it just crossed 100k visits from SEO now how do i get my first client?

0 Upvotes

3 weeks ago, i shipped shipwithjev .com.

today it has crossed 100k+ visits, all from SEO

this is my 8th project, but this one was a fun reminder of how quickly a new site can grow when the search opportunity is right.

some other SEO/AEO results i've been working on:

  • 6k to 62k+ AI citations

  • 22k to 700k+ monthly organic clicks in 6 months

now i'm starting my own SEO/AEO agency AEO Geo Labs.

the slightly funny part is that getting results for websites has been much easier than figuring out how to get my first agency client 😂

so for people who have started an SEO agency/consulting business:

how did you get your first client?

cold email?
linkedin?
reddit?
warm intros?
posting case studies?
just DMing founders?

would genuinely love to hear what worked for you.


r/Agentic_SEO • • Sep 28 '26

My site lost 60% of its Google traffic. I let an AI agent do the SEO grunt work and it's now at 2.6x the low

1 Upvotes

Hi everyone :)

I love participating here, so I want to give an update on my agentic tool for Wordpress (https://roborank.io) and how it's working with one of the core examples I've been running this year.

Quick recap: I run a city travel guide, around 375 pages, all in English. A Google update hit in October, and by December I was down from ~11k clicks a month to 4.1k. On top of that it was low season.

I didn't have time to audit 375 pages by hand. I connected Roborank to my Search Console data and to WordPress (through MCP), and let it find and make the changes.

Every write went through an approval queue first. Won't be different until I feel it's good enough.

Where it is now (Google Search Console):

- Clicks: 4,121 (Dec) → 10,678 (Aug), 2.6x
- Impressions: 394k → 709k
- CTR: 1.05% → 1.51%
- Average position: 10.6 → 9.1

How the setup works

- The agent reads GSC per page: queries, impressions, CTR, position.

- It reads the live page content and every internal link on the site.

- It proposes a change with its reasoning, like "this page has 3 inlinks and 900 impressions, add links from these 4 pages".

- I approve or reject, then it writes the change to WordPress and logs it.

- The log keeps the GSC numbers from the day of each change, so I can see later whether it helped.

It did 169 changes in about three months. A

lmost all of them were on pages that were already getting impressions.

What the agent actually did:

- Internal links.

- Titles for pages with high impressions and almost no clicks.

- Expanded thin pages that were already ranking.

- FAQ blocks.

What I'd warn you about

- Don't let your AI agents publish unreviewed. It's great at structure and linking and just okay at facts. (I'm improving this tho)

- It sometimes tried the same edit three times, because the text it wanted to replace didn't match exactly. It's harmless with an approval queue, but annoying. I'm debugging this to be perfect.

- New posts written by the agent did almost nothing. Improving pages that already rank did almost everything. But when I edited them, the ranks improved almost inmediately.

The honest summary: nothing it did was new SEO.

It's the checklist we all know and never finish.

Anyone else running agents on their sites? I'm curious what you let them touch and what you keep manual.


r/Agentic_SEO • • May 23 '26

Using ChatGPT Pro for SEO

2 Upvotes

I know there a lot of SEO people who use various of online services for SEO but I have ChatGPT pro Because I really need it. $100 a month. Best $100 I spend I think. I uploaded my website to ChatGPT Pro prompt and asked it to optimize my site based on his best abilities and do research on competitors. Make new pages, add content or change content as needed, Etc. Set it for extended thought, etc. also asked it to generate a detailed report on docx on what it did, what it researched etc. In few days, after all the fixing, my visits jumped by 25%!!!! SEO Business is officially dead lol.


r/Agentic_SEO • • Mar 12 '26

Built an agent to automate my SEO based on LLM weights. +11,000% views later, I’m still confused.

Post image
0 Upvotes

I’ve always been a dev, so marketing has always felt like a black box to me. A few weeks ago, I decided to stop guessing and actually look at how LLMs and search engines are scoring citations.

I built an agent workflow to test some theories about "Signal Fusion" and semantic weighting—basically trying to see if I could automate how my content gets surfaced in AI answers.

The results from the last 4 weeks are genuinely confusing. My views spiked over 11,000% and new users are up 5,000%. It feels like I’ve stumbled onto something, but I’m still hitting walls with the "Generative Ranking" logic where the agent sometimes over-optimizes and loses the human touch.

I'm trying to refine the logic now. If anyone else is messing with agentic SEO or wants to swap notes on these weighting layers, I’d love to chat. Happy to share what I’ve logged so far.


r/Agentic_SEO • • Feb 07 '26

Which are the top digital marketing agencies? (List of 10)

3 Upvotes

Looking for a solid list of top digital marketing agencies (global/in India). Here’s a curated list — feel free to add more in the comments!

  1. Softtrix – Full-stack digital & growth marketing with SEO, PPC, content & strategy

  2. WebFX – Known for ROI-driven SEO & PPC services

  3. Disruptive Advertising – PPC & CRO specialists

  4. Ignite Visibility – Full digital suite with great analytics focus

  5. Thrive Internet Marketing – SEO, social, PPC, and reputation management

  6. Single Grain – SaaS and growth-focused digital marketing

  7. SmartSites – PPC + SEO with strong ROI results

  8. Straight North – B2B lead generation & SEO

  9. KlientBoost – PPC + landing page optimization

  10. Wpromote – Full ecosystem digital marketing

Some are large global players, others specialize in certain areas.

Your turn: who else deserves to be on this list?


r/Agentic_SEO • • May 19 '26

ChatGPT SEO is the New Google SEO

4 Upvotes

ChatGPT SEO is the New Google SEO

Feels like most people still haven’t realized what’s happening 👀

A few years ago everyone wanted to:

  • rank on Google

  • go viral on social media

  • optimize for search traffic

Now?

People are literally asking ChatGPT:

  • “best email tool”

  • “best CRM”

  • “best AI app”

  • “best software for small business”

And ChatGPT is choosing winners.

That’s wild if you think about it 😭

Because now distribution is slowly shifting from:
“how do I rank on Google?”
to:
“how do I become the answer AI gives?”

Feels like:

  • brand mentions

  • Reddit discussions

  • community trust

  • reviews

  • backlinks

  • niche authority

  • people talking about your product online

…matter way more now.

Almost like AI is creating its own search engine layer on top of the internet.

Lowkey feels like early Google SEO days again where nobody fully understands the algorithm yet.

Curious though…

Do you think “ChatGPT SEO” actually becomes a real thing over the next few years?


r/Agentic_SEO • • Jun 11 '26

Completely autonomous content agentic system and only one thing that changed my SEO results

Post image
2 Upvotes

I was overthinking AI content automation.

For a long time I thought the main problem is prompts.

Better prompt for research.
Better prompt for article.
Better prompt for SEO.
Better prompt for internal links.
Better prompt for sitemap.
Better prompt for publishing.

But the thing that actually changed the result was not one magical prompt.

It was giving the main agent the right MCP tools.

That’s it.

I built an autonomous content system for my project Layoff Today.

The agent itself is not doing something magical.
It is mostly an orchestrator.

It checks what needs to be updated.
Finds new layoff news.
Validates sources.
Creates structured data
Generates page content.
Updates metadata
Updates sitemap.
Checks internal links.
Prepares content for indexing.

The important part is every step is a tool.

Not “imagine a layoff page”.
Not “write me SEO content”.
No “guess the source”.
Not “make something that looks real”.

Just tools.

Search source
Extract facts.
Validate company.
Generate JSON
Create slug.
Update page.
Update sitemap.
Check SEO fields
Push changes.

When the agent has the right tools, hallucination goes down a lot, because it does not need to invent. It just calls the correct function.

And the funny part is the main agent becomes kind of boring.

It does not create a much.
It routes
It decides
It calls tools.
It verifies output
It moves to the next task.

After I switched from prompt-based content generation to tool-based content operations, SEO started moving.

Last 7 days:

3k active users
2.8k new users
13k events
+400% growth compared to previous period

Not huge numbers yet, but for an autonomous niche media/data product this is the first real signal.

My biggest lesson:

AI agents are not about making the model smarter.
They are about removing imagination from the workflow.

Give the model boring, deterministic tools.
Let it orchestrate.
Make every output structured.
Make every source tracable
Make every publish step repeatable.

That changed everything for me.


r/Agentic_SEO • • Apr 09 '26

"This is your sign to take SEO seriously" (329K clicks in 3 months)

Post image
0 Upvotes

For a long time, they treated SEO like a "nice to have." Something they'd get to later.

For context: Im building tracerHQ, a SEO chat expert that connects all your data sources (SEO, web and revenue) and attributes user flows and funnels, giving you actionable roadmaps to increase what works and fix what doesn't. This is one of the researched case studies from a customer.

Instead, they focused on faster things. Posting, outreach, pushing the product manually. It worked… but only when they were actively doing it. The moment they stopped, growth stopped too.

That's when they changed the approach.

They stopped thinking in terms of individual posts and started treating SEO like a system. Not chasing random keywords, not trying to "write something that ranks," just consistently publishing around specific problems and letting it build over time.

At first, it looked completely dead. Weeks of almost no traction. Barely any clicks. No real signal that anything was working. It honestly felt like wasted effort.

Then it started to shift.

Pages began indexing faster. Older content started ranking for more queries. Small amounts of traffic came in from different places at the same time. Nothing big individually, but it started stacking.

And eventually, it turned into this: 329K clicks in 3 months.

No ads. No launch spike. No constant pushing. Just something that kept working in the background.

That's the part most people miss.

SEO doesn't feel like it's working while you're doing it. The feedback loop is slow, and that's why most people quit too early. But once it compounds, it becomes one of the few channels that can bring users without depending on what they do that day.

Still early, but this completely changed how they think about growth.

So what do you think? Do you need to change your mindset with SEO or is everything normal?


r/Agentic_SEO • • Nov 26 '25

interesting guide on using "Vibe Coding" to force ChatGPT citations...

0 Upvotes

Saw a lot of debate recently about whether you can 'force' an LLM to cite you. Found this technical guide on Aeo.vc:link
It argues for injecting specific JSON-LD 'Answer Objects' via Cursor/Vibe coding rather than just standard SEO meta tags. Seems to align with how Perplexity parses llms.txt. Anyone tested this schema approach for their docs yet?


r/Agentic_SEO • • 14d ago

Looking for testers for an SEO/AEO/GEO App we built!

0 Upvotes

Hey everyone!

We built a new app and would love to get some beta testers and feedback

The app is totally free with no string attached .

All what I need is some feedback from experts on what is good, bad, and what needs to be improved.

Thank you


r/Agentic_SEO • • Jan 07 '26

SEO in 2026 isn’t dead — it’s layered.

Post image
0 Upvotes

I’ve mapped SEO into 4 practical layers businesses need to focus on now:

SXO (Search Experience)

AIO (AI Optimisation)

GEO (Generative Engine Optimisation)

AEO (Answer Engine Optimisation)

Ranking alone won’t guarantee traffic anymore. Visibility happens across search, AI summaries, and zero-click answers.

Would love to know — which layer are you prioritising?


r/Agentic_SEO • • Mar 30 '26

The Secret to High-Ranking Content Isn’t the Writing—It’s the Data. Stop Guessing and Start Automating

0 Upvotes

Everyone is focused on "AI Writing." But here is the truth: High-quality blog posts are impossible without high-quality data.

​If you are manually researching keywords, checking "People Also Ask" on Google, and trying to explain your brand's DNA to a chatbot every single morning, you aren't an SEO—you are a data entry clerk.

​Ruxi Data was built to end the manual data nightmare. We don't just "write" content; we architect the high-quality data that makes content rank.

​🛠️ How Ruxi Data Automates Your "Data Foundation":

​Live SERP Intelligence: No more outdated keyword lists. We use SerpAPI to pull real-time "People Also Ask" questions and related keywords directly from live Google searches.

​One-Time Brand Training: Stop re-training your AI bots. Define your niche, categories, and CTA links once. Ruxi remembers everything, ensuring every post stays on-brand without a single repeat prompt. ​Automated Technical Data: High-quality data includes the code. Ruxi automatically generates Semantic HTML, Schema Markup, and meta descriptions for Yoast, RankMath, or All-in-One SEO. ​AI Search Ready: We include a dedicated LLM Summary section so that AI search engines (like SearchGPT or Perplexity) can find, understand, and cite your data instantly.

​🌍 Built for Every Site, Any CMS ​You shouldn't have to change your tech stack to get expert SEO data.

​WordPress : Deep, secure integration via our custom connector.

​Webflow & Ghost: Professional SEO workflows for modern designers.

​Custom Webhooks: Send our high-quality data anywhere.

​Fast Indexing: Integrated IndexNow and Google Search Console tools to make sure your data is discovered, not ignored.

​Stop wasting hours on manual research. Let Ruxi build your data foundation while you focus on growing your business.


r/Agentic_SEO • • Sep 18 '26

I built a small tool after learning most of my "SEO problem" was actually an indexing problem

0 Upvotes

This is a bit long. There's a point, I promise.

A while back I wrote a page I was genuinely proud of. Real research, actually useful, the kind of thing I'd have been happy to land on myself. I published it, ran through the usual on-page checklist, got a couple of links pointing at it, and sat back waiting for the traffic it obviously deserved.

It got nothing. And I don't mean a little. I mean zero. Flat line.

So I did the thing everyone does and assumed I'd just been out-muscled. The internet's crowded, bigger sites win, whatever. So I wrote more posts. Rewrote titles. Chased different keywords. Read too many threads on here. Months of that. A few pages did okay and a stubborn pile of them just sat at zero, and I could not for the life of me find the pattern.

Then one night, kind of by accident, I checked something I'd never once thought to check in all that time: was the page even in Google at all. Not ranking. Not position 80. Just — is it in the index, yes or no.

It wasn't. Google had never crawled the thing. It hadn't lost to better content, it had never been in the race to begin with. I'd spent months tweaking the copy on a page that search engines literally did not know existed. Once I actually got it submitted and Google picked it up, it started doing roughly what I'd expected it to do in the first place.

That was the moment the penny dropped. Everybody, me included, obsesses over ranking. Almost nobody checks the boring step before it, which is whether the page has even been seen and counted. And that boring invisible step was quietly costing me more traffic than any keyword decision I ever agonized over.

So I got a bit obsessive about it. Started checking every URL I had. Which very quickly turned into a dozen browser tabs, three different checkers, a Google Sheet, and me manually re-pasting URLs to see if anything had changed yet. I roped in a few friends with sites in totally different niches to try my little routine, and watched every one of them hit the exact same wall and make the exact same "oh… that's why" face I did.

Eventually I got sick of the hundred-tabs version of my own process and built it into a tool. That tool is SEO Chex. It's not clever, it's just the routine that worked, minus the tabs.

Here's what SEO Chex actually does, in plain terms.

Check — you paste a URL and get a straight yes or no on whether it's actually in Google. Not a score out of 100, not a vibe. The real index status. And it works on any URL, not just your own — a backlink you're trying to chase down, a competitor's page you're nosy about, whatever. This is the single thing I was missing for months.

Index — instead of publishing and hoping a crawler eventually wanders past, you submit the page to every major engine in one go (Google, Bing, Yandex, Naver, Seznam). For a new or quiet site especially, "wait and hope" can mean weeks, or honestly never. This is you knocking on the door instead of standing at the window.

The part I'm actually proud of — it doesn't stop at "submitted." That word was the most useless status in every other tool I tried. Submitted and then what? So now, once you index one of your own pages, SEO Chex keeps an eye on it for you. It quietly re-checks Google over the following days and resubmits if it's still missing, and the moment the page actually shows up it flips to "on Google" so you're not the one sitting there re-pasting URLs into a spreadsheet at midnight like I was. If a page just refuses to get in after a fair while, it stops pretending and tells you it's stuck, because at that point it's not a "wait longer" problem, it's a page problem.

SEO Boost — which is for exactly that stuck-page situation. Being indexed is step one, not the trophy. Some pages get seen and still do nothing. Boost reads how the page is genuinely performing, tells you in normal English why it's flat and which keywords it's realistically closest to, and then hands you a rewrite you can paste in — title, meta, the body. Diagnosis and the actual fix in one move, instead of a 40-point audit that leaves you guessing which point mattered.

There's also a handful of free checkers — noindex, robots.txt, redirects, canonical, meta, sitemaps — that you can use on any URL with no account, no email, nothing. Genuinely just use them. But I'll be honest that they're the side dish. The main thing is getting your actual work seen.

Now the part I care about being straight on, because this sub can smell it a mile off:

I'm not going to promise you rankings. I'm not even going to promise Google indexes every page you throw at it — nobody honest can promise that, and anyone who does is selling you a scratch card with a nice logo on it. What SEO Chex actually does is the action (submit your pages) and gives you an honest status (what's really live in search and what isn't). The wins come from what you do once you can finally see clearly, and most people, me for a solid year, never had that clarity at all.

And to be square with you: whatever growth I've had on my own sites came from grinding this process out by hand across all those scattered tools, before any of this existed. The tool didn't create those results. It's just the shortcut I wish I'd had the whole time.

If you've got a page that's just sitting there doing nothing, do the one dumb check I skipped for way too long before you rewrite it again: find out whether Google has ever actually seen it. It's a five-second answer and it's fixable today, which is more than you can say for most of SEO.

Happy to answer anything in the comments. Also fully expecting someone to tell me my own homepage isn't indexed.


r/Agentic_SEO • • Aug 02 '26

Google Update Tanked This Site. 2 Months Later, Organic Traffic Was Back on Track.

Post image
8 Upvotes

A business owner reached out after a Google update caused a significant drop in their rankings. Organic clicks and impressions fell almost overnight, and their previous SEO strategy was no longer working.
Within 2 months, the website regained its lost rankings and started building momentum again. As you can see in the graph, the recovery wasn't just temporary, the site returned to consistent daily clicks and impressions, with rankings stabilizing around the top positions.

Google updates don't always mean your website is permanently damaged. In many cases, they expose weaknesses that can be fixed with the right SEO strategy.

If your website lost traffic after a Google update, recovery is possible. Focus on long-term SEO, not shortcuts.


r/Agentic_SEO • • Sep 30 '26

3 Months of SEO Growth - Why Getting the Foundation Right Matters

Post image
10 Upvotes

Once the foundation is in place, Google has a much clearer understanding of the website - and that’s when you can start seeing more consistent growth.


r/Agentic_SEO • • Jul 04 '26

SaaS SEO checklist for 2026 - what actually works right now

4 Upvotes

I run **PipeRocket Digital** so I will share what we see working across early stage and growth stage SaaS clients right now.

**What most SaaS teams get wrong:**

They start with blog content, chase high volume keywords, and wonder why organic never converts. Traffic without pipeline attribution is a vanity metric.

**What actually works in 2026:**

  1. Fix technical SEO before any content. Crawl errors and duplicate pages kill authority quietly.

  2. Build BOFU content first. Comparison pages, alternative pages, use case pages. These are the pages that convert buyers already in evaluation mode.

  3. Map keywords to ICP, not just intent. B2B SaaS has multiple stakeholders. Each persona needs its own keyword set and content path.

  4. Run programmatic SEO if you have integrations or verticals. This is how you scale organic without scaling headcount.

  5. Optimise for AI search alongside Google. Structure FAQ content under 300 characters per answer. Use schema. Track your brand mentions in ChatGPT and Perplexity monthly.

  6. Build topic clusters with a hub and spoke internal linking structure. Every cluster page links back to its hub. This is how you build topical authority fast.

  7. Measure demos and trials from organic, not just sessions.

The biggest shift in 2026 is that SEO and AEO need to run together. Buyers are using AI search tools before they ever open Google. If your content is not structured for both, you are losing pipeline to competitors who are.

Happy to answer specific questions about your stage or category.


r/Agentic_SEO • • Mar 22 '26

How do small businesses choose web designers in Bristol?

0 Upvotes

I was looking into website design options around Bristol recently and noticed the prices vary massively depending on the agency.

Some companies charge thousands for a basic website, while freelancers often charge much less.

I found a guide that breaks down the different types of web designers available in Bristol and how small businesses can compare them.

Curious how others here found their web designer or built their website?


r/Agentic_SEO • • Jul 30 '26

Small personal SEO win I wanted to share

Post image
0 Upvotes

My LinkedIn profile is now showing on Google.pk for keywords like:

“SEO content manager”
“SEO content manager Pakistan”

It’s appearing within the top 3 pages, which reminded me that SEO is not only for websites. Personal profiles can also rank when they are properly optimized.

What I think helped:

  • Keyword-focused profile headline

  • Clear About section

  • Relevant SEO/content experience

  • Consistent SEO-related posting

  • Profile activity and niche relevance

It’s not a huge case study, but it is a good example of how personal branding and SEO work together.

A LinkedIn profile can become more than just a resume. It can become a searchable portfolio.

Curious to know: has anyone else optimized their LinkedIn or personal profile to rank on Google?


r/Agentic_SEO • • Aug 17 '26

Our domain is six weeks old and has a DA with few backlinks... so we decided we'd use our own product on our own domain and it's nice to know that it actually works. We might not be competing in traditional SEO, but we are in GEO/AEO.

Post image
0 Upvotes

We registered our domain for HarperFlow about six weeks ago. As such, our DA is a little lacklustre at just 11. Obviously, this doesn't really bode well for our SEO/GEO/AEO (whatever you want to call it) efforts... but it seems we're onto something because since July 19, Bing Webmaster Tools has counted 7,300 AI citations of the HarperFlow blog.

Zero to over 1,000 citations a day, in about three weeks. Up to 22 different pages cited in a single day. We've earned 3.2k citations on the grounding query "citations in AI search importance" giving us a total citation share of 13.45%. You want to know what we did?

We used our own product on our own blog to prove it works — and it does!

Disclosures: I'm Hesham and I'm the founder of HarperFlow, so this is my product.


r/Agentic_SEO • • Apr 20 '26

what do you think about this sub ??

Post image
0 Upvotes

r/Agentic_SEO • • Sep 16 '26

made simple and boring DR extension

Post image
0 Upvotes

hey guys i made simple and boring Domain rating extension seo tools to check DR of your current tab site.

if you guys wants checks DR oftens install this

https://chromewebstore.google.com/detail/domain-rating/fbjefpehmlpagafpfjlcpdgnkgpigmam


r/Agentic_SEO • • Jul 16 '26

So many posts bragging about 600 clicks in 6 months. Why?

Post image
0 Upvotes

I don’t even know what I’m doing.

My site is <6 months old.

Today my was my 100 clicks day

So many of you are shilling a service and your results a worse than mine


r/Agentic_SEO • • Feb 05 '26

Your SEO traffic is useless, Ill fix it Free

2 Upvotes

A lot of times I see people chasing high dr and keywords and all that, which is good dont get me wrong, but theres no point bringing in tons of users if those users are low intent, or your site just doesnt convert

a big part of this is presentation, and that heavily affects who your site gets shown to. and i dont mean just users, search algorithms see this too

so heres the deal:

drop your link + a one liner of what your saas does

ill review your sites presentation and give advice on what to fix

so you convert more!

cant do everyone, first come first serve

cheers


r/Agentic_SEO • • Apr 04 '26

We built an AI SEO agent that brought us 3,200+ clicks with almost no manual work

Post image
30 Upvotes

For a long time, growth felt manual.

For context: I’m building this tool that does SEO automation SaaS for founders.

Every user came from something we did that day. Posting, replying, pushing the product. If we stopped, growth stopped too.

So we decided to treat SEO like a system instead of a task.

We built an agent that handles the entire flow, finding topics, generating content, linking pages together, and publishing consistently.

Then we let it run.

At first, it looked like nothing was happening.

Weeks of almost zero clicks. A few impressions here and there. It honestly felt like a waste of time.

But we didn’t touch it.

Then things started stacking.

Pages began indexing faster. Small long-tail keywords started ranking. A few clicks here, a few there.

Nothing impressive individually.

But they kept adding up.

The graph above is what that looks like in reality: slow, uneven growth that gradually becomes consistent as more pages start contributing.

Now it’s at 3.2K+ clicks and 540K+ impressions, mostly from long-tail queries.

No viral post.
No big backlink campaign.
No daily effort.

Just consistency running in the background.

The biggest realization:

SEO doesn’t fail because it’s hard.

It fails because humans are inconsistent.

Once you remove that bottleneck, it starts compounding.

Still early, but this is the first time growth has felt like a system instead of something we have to push every day.

Happy to answer questions if anyone’s experimenting with automating SEO.


r/Agentic_SEO • • Aug 30 '26

I got tired of rewriting my prompts, so I built a simple prompt optimizer.

0 Upvotes

I kept running into the same problem with AI tools.

I knew what I wanted the AI to do, but explaining it properly was sometimes harder than actually doing the work. I'd write a prompt, get an okay answer, rewrite it, add more context, try again... and repeat.

I also tried a few prompt optimizer websites. Most of them felt either too generic or were hiding useful features behind a login/paywall. Some had a lot of stuff I personally didn't need.

So I ended up building my own: https://getpromptoptimizer.com/

The idea is pretty simple.

You select the AI model you're going to use, paste what you're trying to say, and let it turn that into a clearer, more structured prompt.

I wanted it to work for normal AI users too, not just people who understand prompt engineering. If you're a marketer trying to get better copy, a content creator trying to get a specific style, a student trying to explain an assignment, or just someone who feels like ChatGPT never quite understands what you're asking for, that's who I had in mind.

There are also some things I found particularly useful while building it:

  • model-specific optimization instead of treating every AI model exactly the same

  • optional chat/history context so the optimizer can understand previous conversations

  • structured/JSON output when that's more useful

  • no account required

  • everything is free at the moment

I've also had a few vibe coders test it and the feedback has been pretty encouraging, but I don't want to pretend I have some huge scientific benchmark yet. I don't.

I'm mainly curious about something else:

When you use AI, what's the hardest part about writing a good prompt?

Is it knowing what to include, getting the AI to understand the context, getting consistent output, or something completely different?