What are best claude skills for seo that doesn't give another AI SEO slop and actually works?

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andriikhruschuk

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Hello guys, I have been using claude, chatgpt and other paid models for years but what I noticed that these influencers just made hype, honestly for me it gives very stupid advices, responses with high confidence and facts. It's logics are stupid and give false strategies. Yes! I used top tier model like fable and opus with high efforts and also feeded mcps like search console, analytics, and dataforseo for serp and keyword research but it gives stupid advices or responses. I just don't feel that vibe.

I need claude skill that can do business/niche/competitor/keyword research deep dive, share deep strategy/create high quality copywriting seo and conversion optimized for landing pages creation that converts and ranks, and high quality blog post writer ofcourse it will be proof read and fact check by our tam member. Does anyone know any such skill for cluade or any better method or approach? Your guide will be really appreciated. Thanks!
 
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Any skill that don't require content generation or report generation you can escape the ai slop.
Example
Researching a topic
Categorizing large data set
If you are trying to learn a claude skill which then you can sell I would say avoid doing this and learn real skills.
example
webflow website development.
shopify shop creation.
You can of course take help of ai.
 
A skill is just a prompt with some files attached. It does not hand the model anything it did not already have, so if the strategy advice is weak in a normal chat it will be weak inside a skill too.
Where these things actually earn their keep is narrow jobs. Cleaning up a keyword export, grouping terms, drafting an outline, writing a first pass that you then rewrite properly.

Strategy is the part it is worst at, since it cannot see what is winning in your serps and it has never tested anything. That bit is still yours to do, which is probably not the answer you were after.
 
I’d avoid relying on one “SEO mega-skill"

The better approach is to build a workflow where Claude first analyzes GSC, competitors, SERPs, keywords and business data, then creates the strategy,content, followed by a separate SEO + fact-checking or QA step.

The quality improves a lot when AI is forced to base recommendations on actual data instead of assumptions, especially for competitive niches.
 
I have had a similar experience with AI SEO tools as well i believe the quality of research and input data provided to the model is more important than the model itself i would love to know if anyone has developed a workflow for getting meaningful SEO insights from AI without producing AI content.
 
No more pre defined prompts for you. Create your own markdown prompts that have strict structuring rules. If uhh throws plain text data at an LLM without any strict entity mapping and search intent blueprints, then all you will get is garbage.
 
quit with the generalized skill sets and develops ur own modular local python script that ingests raw ahrefs or dataforseo json straight to your vector DB locally. give that raw entity cluster data to claude with no extra fluff instructions or uhh will keep getting influencer crap.
 
No! No! I mean that makes my SEO workflow easier and more accuarate, I still gonana use human generated article, fact check, just
inkora said:
quit with the generalized skill sets and develops ur own modular local python script that ingests raw ahrefs or dataforseo json straight to your vector DB locally. give that raw entity cluster data to claude with no extra fluff instructions or uhh will keep getting influencer crap.
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so many technical words, just blew my mind away.
 
To me, the main thing is not the AI skill itself, but the information you give it. AI is useful for analysis and content, in my opinion, while GSC, GA4, SERP data, and competitor research help me make better SEO decisions.
 
andriikhruschuk said:
Hello guys, I have been using claude, chatgpt and other paid models for years but what I noticed that these influencers just made hype, honestly for me it gives very stupid advices, responses with high confidence and facts. It's logics are stupid and give false strategies. Yes! I used top tier model like fable and opus with high efforts and also feeded mcps like search console, analytics, and dataforseo for serp and keyword research but it gives stupid advices or responses. I just don't feel that vibe.

I need claude skill that can do business/niche/competitor/keyword research deep dive, share deep strategy/create high quality copywriting seo and conversion optimized for landing pages creation that converts and ranks, and high quality blog post writer ofcourse it will be proof read and fact check by our tam member. Does anyone know any such skill for cluade or any better method or approach? Your guide will be really appreciated. Thanks!
Click to expand...
Agreed. The problem is not really with the model itself but rather with the workflow.

AI functions much better when fed with actual data from GSC/GA4, SERP, competitors, keywords, and then forced to work within a research-strategy-content-SEO/CRO analysis cycle.

Else, even the best models will provide you with very general and confident answers.
 
I’d avoid looking for a “magic” Claude skill. A structured workflow—research → strategy → copy → independent fact/SEO check—works much better. Feed it real GSC/SERP/customer data and use human review for the final call.
 
andriikhruschuk said:
Hello guys, I have been using claude, chatgpt and other paid models for years but what I noticed that these influencers just made hype, honestly for me it gives very stupid advices, responses with high confidence and facts. It's logics are stupid and give false strategies. Yes! I used top tier model like fable and opus with high efforts and also feeded mcps like search console, analytics, and dataforseo for serp and keyword research but it gives stupid advices or responses. I just don't feel that vibe.

I need claude skill that can do business/niche/competitor/keyword research deep dive, share deep strategy/create high quality copywriting seo and conversion optimized for landing pages creation that converts and ranks, and high quality blog post writer ofcourse it will be proof read and fact check by our tam member. Does anyone know any such skill for cluade or any better method or approach? Your guide will be really appreciated. Thanks!
Click to expand...
bro and the trick is giving it competitive content and real data in csv form rather than telling it to write an seo blog post. if you just gives it general prompts uhh will always get general garbage.
 
I wouldn't expect one Claude skill or MCP setup to cover competitive research , strategy and conversion copy without drifting into generic advice. Since you already have Search Console and DataForSEO connected , I'd separate the data gathering from the strategy part. Have it pull the SERP features, query clusters, and content gaps first, then review those findings before asking for recommendations. LLMs are good at working through structured data, but they don't know the business context unless you give it to them , that's usually where things go wrong if you let the model decide the strategy on its own
 
IM Dude said:
Any skill that don't require content generation or report generation you can escape the ai slop.
Example
Researching a topic
Categorizing large data set
If you are trying to learn a claude skill which then you can sell I would say avoid doing this and learn real skills.
example
webflow website development.
shopify shop creation.
You can of course take help of ai.
Click to expand...
Yeah agree 100%. Real skills like learning a trade will be very difficult to get replaced by AI or even robotics.
 
Larry Scott said:
You can also build your own. Rather than pasting an extensive prompt each time, simply write a SKILL.md file that instructs Claude precisely on how to evaluate competitor gaps or structure a landing page.
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the thing is I wanted to see if someone already has such skill in their workflow that actually working great without any assumptions or stupid advices, but anyway you are correct!
 
I believe that the difference was made not in the model but the research. The fact that the report used real business data and competitive insights and was compared to the SERP makes it much more valuable than an abstract skill.
 
OnlineProxy said:
I wouldn't expect one Claude skill or MCP setup to cover competitive research , strategy and conversion copy without drifting into generic advice. Since you already have Search Console and DataForSEO connected , I'd separate the data gathering from the strategy part. Have it pull the SERP features, query clusters, and content gaps first, then review those findings before asking for recommendations. LLMs are good at working through structured data, but they don't know the business context unless you give it to them , that's usually where things go wrong if you let the model decide the strategy on its own
Click to expand...
very well said, I noticed myself, first we should review ourself before listening these llms recommendations.
 
andriikhruschuk said:
the thing is I wanted to see if someone already has such skill in their workflow that actually working great without any assumptions or stupid advices, but anyway you are correct!
Click to expand...
That is a fair point, as locating a ready made solution undoubtedly saves time. That said, developing a custom skill tailored to your specific workflow remains an excellent option, ensuring precisely the results you desire.
 
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