Shahe Imran Imon 🇧🇩 - SEO Agency

Founder & Ceo of and Seo Project Manager at Merchant Law Group LLP

Often get Awed 😮! by AI and its capabilities

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@mvanhorn @slashlast30days Thanks for this amazing work man. Really appreciate it. Commenting from my other account so that I can catch your amazing works from there as well. Keep up the good work.

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@ESmithz21277 The knife out??

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@AnthropicAI @cursor_ai @zapier That's the whole trick. No secret channel. Just reading the thing everyone else skimmed.

𝗦𝘄𝗶𝘁𝗰𝗵𝗶𝗻𝗴 𝘆𝗼𝘂𝗿 𝗱𝗲𝗳𝗮𝘂𝗹𝘁, 𝗼𝗿 𝘀𝘁𝗶𝗹𝗹 𝗿𝗼𝘂𝘁𝗶𝗻𝗴 𝗯𝘆 𝘁𝗮𝘀𝗸?

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@AnthropicAI @cursor_ai @zapier 3. Don't go single-model. Every credible independent test lands in the same place: route by workload.

4. 𝗪𝗮𝘁𝗰𝗵 𝗳𝗼𝗿 𝗰𝗮𝗿𝗲𝗳𝘂𝗹𝗻𝗲𝘀𝘀, 𝗻𝗼𝘁 𝗰𝗹����𝘃𝗲𝗿𝗻𝗲𝘀𝘀. One instance opened its own pages at phone width, caught an off-screen checkout button, and fixed it.

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@AnthropicAI @cursor_ai @zapier 5. Benchmark on your own work first. 𝗩𝗲𝗻𝗱𝗼𝗿 𝗯𝗲𝗻𝗰𝗵𝗺𝗮𝗿𝗸𝘀 𝗮𝗿𝗲 𝗺𝗮𝗿𝗸𝗲��𝗶𝗻𝗴 𝗶𝗻 𝗮 𝗹𝗮𝗯 𝗰𝗼𝗮𝘁.

I didn't build any of this. I read a launch page, three reviews and a benchmark table.

All of it published free by people doing harder work than reading.

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@AnthropicAI @cursor_ai @zapier 𝗪𝗵𝗮𝘁 𝗜'𝗱 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗱𝗼:

1. Stop defaulting to max effort. The effort dial is the product. Max isn't better, it's differently expensive.

2. Track cost-per-success, not accuracy. A 2% gain that doubles your bill is a subscription to your own ego.

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@AnthropicAI @cursor_ai @zapier Mythos. Fable. Opus. Sonnet. Haiku.

𝗪𝗲 𝗿𝗮𝗻 𝗼𝘂𝘁 𝗼𝗳 𝘃𝗲𝗿𝘀𝗶𝗼𝗻 𝗻𝘂𝗺𝗯𝗲𝗿𝘀 𝗮𝗻𝗱 𝗺𝗼𝘃𝗲𝗱 𝗼𝗻 𝘁𝗼 𝗹𝗶𝘁𝗲𝗿𝗮𝗿𝘆 𝗴𝗲𝗻𝗿𝗲𝘀.

Claude: Unfinished Novel ships next spring.

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@AnthropicAI @cursor_ai @zapier CodeRabbit ran it on code reviews.

Precision up (39.3% vs 35.2%). Nitpicks 4x. One config left 110.

More reasoning didn't produce a better review. Just a different failure mode.

𝗬𝗼𝘂 𝘄𝗮𝗻𝘁𝗲𝗱 𝗮 𝘀𝗲𝗻𝗶𝗼𝗿 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿. 𝗬𝗼𝘂 𝗴𝗼𝘁 𝗮 𝗰𝗼𝗻𝗳𝗶𝗱𝗲𝗻𝘁 𝗼𝗻𝗲.

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@AnthropicAI @cursor_ai @zapier 𝗡𝗼𝘄 𝘁����𝗲 𝗱𝗮𝗿𝗸 𝗽𝗮𝗿𝘁.

They deliberately didn't train it on cyber tasks. It got good anyway: 79.4% at finding vulnerabilities, near-level with their top model's 80%.

At exploiting them: 4 successes vs 13.

They built a locksmith who faints at the sight of a crowbar.

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@AnthropicAI @cursor_ai @zapier When a safety classifier trips, the request quietly falls back to the older model.

Which leaves a question hanging: if it's too risky for the smart one, why is it fine for the slightly-less-smart one?

𝗧𝗵𝗮𝘁'𝘀 𝗻𝗼𝘁 𝗮 𝗴𝘂𝗮𝗿𝗱𝗿𝗮𝗶𝗹. 𝗧𝗵𝗮𝘁'𝘀 𝗮 𝘀��𝗱𝗲 𝗱𝗼𝗼𝗿.

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@AnthropicAI @cursor_ai @zapier 𝗧𝗵𝗲 𝗻𝘂𝗺𝗯𝗲𝗿𝘀:

• $5/$25 per million tokens — same price as its predecessor, ~2x the performance

• Within 0.5% of Anthropic's own flagship on CursorBench, at half the cost per task

• 3x the next-best model on ARC-AGI 3

The frontier hit the value menu.

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

Anthropic shipped its 𝟰𝘁𝗵 𝗳𝗿𝗼𝗻𝘁𝗶𝗲𝗿 𝗺𝗼𝗱𝗲𝗹 𝗶𝗻 𝘁𝘄𝗼 𝗺𝗼𝗻𝘁𝗵𝘀.

The release notes have stopped reading like launches and started reading like proof-of-life videos.

"The model is fine. The model is improving. Please keep sending tokens."

Claude Opus 5 🧵

[Chris Long @chris_nectiv]

Technical SEO Tip: You can use Screaming Frog + the Google Analytics API to identify orphaned pages on your website. Here's the process:

Orphaned pages occur when your site has pages that are live but there aren't any internal links pointing to them. Over time, they may have been naturally disconnected from the site, causing them to underperform in the search engines or possibly not even get indexed at all.

[Sarvesh Shrivastava @bloggersarvesh]

Most SEO agencies would keep this a secret.

3x your Ecom brand’s SEO rankings using this Hack..👇

Step By Step Guide: ✅

- Google AnswerThePublic and open the site.

- Enter your main product keyword there, for eg, leather bags.

AnswerThePublic will show you ALL the questions your target audience is asking.

Write blog posts answering these questions.

But don’t just stop there.

Paste the article in ChatGPT with this prompt:

“Craft an intro under 40 words. Be concise yet impactful.

Create a Key Takeaway section at the top summarizing crucial points.

Add a paragraph clearly stating the question and the answer for featured snippet ranking.”

Do this and see your traffic soar! 🔥

Retweet if helpful ♻️

PS: Drop a YES if you want a step by step video on how I do this!

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@niche_bloggers Commented

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@OGApee_ @elonmusk Why do i see @JoeBiden here?

[Ian Nuttall @iannuttall]

How to find all the programmatic SEO ideas you could ever need.

Step 1. Log in to Niche Site Metrics
Step 2. Type "5000" into the indexed pages From field

That's it. Enjoy!

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@iannuttall Any review copy available?

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

@barrettjoneill @iannuttall Any chance this can be done for the real estate niche? Would love to discuss it.

[Shahe Imran Imon 🇧🇩 - SEO Agency @pharmaimon]

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[Ice Open Network @ice_blockchain]

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