Page speed is a very important and one of the top matrix of top ranking on search engines and if you rank top on search engine then you'll get cited to LLMs like ChatGPT too.

So you can analyze and optimize your website with PageSpeed tools like - PageSpeed Insights by GOOGLE. Check out here -

https://pagespeed.web.dev/

You can also use GTMatrix also.

You can try to debug or test your websites page speed using Google Chrome. Just go to menu -> more tools -> developer tools -> performance and you'll get to test page speed easily. 

Any day well researched human content is best over AI generated contents. In terms of SEO, human written content will help sustain traffic for long term whereas AI generated content may work better but traffic can become zero at any moment as search engines like Google easily give manual penalty to such tactics.

Also need to understand LLMs citations like cited by ChatGPT or Gemini or Claude also mention those sites which is also have good ranking and authority. So, still human written content is the king over AI generated content.

Also read about TurboQuant algorithm which has made interlining more in-depth a d important for content writers.

A logging error is preventing Search Console from accurately reporting impressions from May 13, 2025 onward. This issue will be resolved over the next few weeks; as a result, we may notice a decrease in impressions in the Search Console Performance report. Clicks and other metrics were not affected by the error, and this issue affected data logging only.

TurboQuant reduces memory + cost → AI systems can:

• Keep longer context
• Process more pages per query
• Run cheaper at scale

Impact is Google can “read more of the internet per query” than before.

After TurboQuant:

• • Pull from 10x more sources
  • Maintain longer reasoning chains
  • Compare more pages simultaneously

Ranking is no longer just “Top 10” Now it's: “Are you included in the AI’s context window?”.

New SEO Metric: Context Inclusion Rate (CIR)

This becomes more important than rankings.

Your page must:

• Be retrievable
• Be understandable instantly
• Be chunkable into embeddings

If not: You won’t exist in AI answers—even if ranked #1.

Why TurboQuant Changes Content Strategy

Because AI can now process more data cheaply:

Old SEO:

• Optimize for keywords
• Rank a page

New SEO:

• Optimize for machine comprehension

Embedding-Level SEO (Most Important)

TurboQuant improves vector processing efficiency

That means: Google relies EVEN MORE on embeddings

Internal Linking Becomes MUCH More Powerful

Because AI can now:

• Traverse more pages
• Hold more context

Your internal linking graph becomes a knowledge graph

Schema Markup Importance

TurboQuant = AI reads more structured data faster

Competition Increases (Hidden Effect)

Since AI cost drops:

• More websites get indexed deeply
• More pages compete for AI inclusion

You’re no longer competing for rank
You’re competing for representation in answers

CTR Will Drop Further

Because:

• AI answers become better
• More complete responses

Final Takeaway

TurboQuant changes SEO from:

OLD:

• Rank on Google

NEW:

• Be understood by AI
• Be selected in answers

1. If You Subscribed from the ChatGPT Website

Follow these steps:

• Open ChatGPT in your browser.
  
  
• Click your profile icon in the bottom-left corner.
  
  
• Click Settings.
  
  
• Go to My Plan.
  
  
• Click Manage my subscription.
  
  
• This will open the billing portal.
  
  
• Click Cancel plan and confirm.
  
  

Once cancelled, your subscription will remain active until the end of your current billing cycle, and then it will automatically revert to the free plan.

Important things to know:

• Your chat history will NOT be deleted.
  
  
• You keep Plus / Team features until the billing period ends.
  
  
• You will not be charged again after cancellation.

.

2. If You Subscribed via iPhone (Apple App Store)

If you upgraded through the iOS app, you must cancel through Apple.

Steps:

• Open Settings on your iPhone.
  
  
• Tap your Apple ID name at the top.
  
  
• Tap Subscriptions.
  
  
• Select ChatGPT.
  
  
• Tap Cancel Subscription.
  
  

Apple manages the billing in this case, so OpenAI cannot cancel it for you

.

3. If You Subscribed via Android (Google Play)

If you upgraded through the Android app:

• Open the Google Play Store.
  
  
• Tap your profile icon.
  
  
• Go to Payments & Subscriptions.
  
  
• Tap Subscriptions.
  
  
• Select ChatGPT.
  
  
• Tap Cancel subscription.

.

✔️ Tip:

If you're unsure where your subscription is managed, check the email receipt for your payment. It will show whether the billing is handled by Stripe (web), Apple, or Google.

WebMCP in AI age is like schema structure data implementation during olddays which is still meaningful for SERP rich results and LLM citations and already used by every top SEO experts across web. 

In the age of Artificial Intelligence the agentic web is evolving, Google is helping websites play an active role in how AI agents interact with websites. WebMCP aims to provide a standard way for exposing structured tools, ensuring AI agents can perform actions on your site with increased speed, reliability, and precision.

By defining these tools, you tell agents how and where to interact with your site, whether it's booking a flight, filing a support ticket, or navigating complex data. This direct communication channel eliminates ambiguity and allows for faster, more robust agent workflows.

WebMCP Example

WebMCP is an open source JavaScript library that allows any website to integrate with the Model Context Protocol. It provides a small blue widget in the bottom right corner of your page that allows users to connect to and interact with your webpage via LLM or agent.

https://webmcp.dev/

Connect to this site (or any site that uses WebMCP)

To use the WebMCP features on a website, you need to:

1. 1. Make sure you have an MCP Client and configure it

For example, you can get Claude Desktop, and configure it by going to Settings > Developer > Edit Config, and add MCP server to your configuration

{
  "mcpServers": {
    "webmcp": {
      "command": "npx",
      "args": 
    }
  }
}

1. Start your MCP client and ask it to make a webmcp token
2. Click the blue square in the corner and paste the token
3. If you're using Claude Desktop and/or don't see tools immediately appear, restart your MCP client. (hopefully all MCP client will support tool changes soon!)

<script src="webmcp.js"></script>

Structured interactions for the agentic web

WebMCP proposes two new APIs that allow browser agents to take action on behalf of the user:

• Declarative API: Perform standard actions that can be defined directly in HTML forms.
• Imperative API: Perform complex, more dynamic interactions that require JavaScript execution.

These APIs serve as a bridge, making website "agent-ready" and enabling more reliable and performant agent workflows compared to raw DOM actuation. SEOs must need to learn about technical aspects, implementations of WebMCP.

Use cases

Imagine an agent that can handle complex tasks for your users with confidence and speed.

• Customer support: Help users create detailed customer support tickets, by enabling agents to fill in all of the necessary technical details automatically.
• Ecommerce: Users can better shop your products when agents can easily find what they're looking for, configure particular shopping options, and navigate checkout flows with precision.
• Travel: Users could more easily get the exact flights they want, by allowing the agent to search, filter results, and handle bookings using structured data to ensure accurate results every time.

Join the early preview program

WebMCP is available for prototyping to early preview program participants.

Sign up for the early preview program to gain access to the documentation and demos, stay up-to-date with the latest changes, and discover new APIs.

SEM (Search Engine Marketing) is like buying a spotlight -- you pay Google to show your website instantly at the top as an ad.

• Example: SEO is opening a shop and becoming popular because people genuinely like you. SEM is paying for a big hoarding outside the shop so people notice you immediately.

1. Brand Mentions
2. AI Search Citations
3. Brand Salience
4. Share of Search
5. Brand Sentiment