Purna Atmakuri

🧪AI Viral Lab: Faceless Experiments for$10K Hustles | Tools Tips & Wins | Full Reviews: | IG: @TheAIViralLab | YT: @TheAIViralLab

[Purna Atmakuri @AIViralLab]

Try and Make sharp Grok Viral videos with this setup ⤵️

✨2D-to-3D classroom magic transformation video👇PROMPTS👇

“PROMPT” in the comments.👇

#Grok #GrokAI #GrokVideos #GrokImagine #AI #AIVideos #AIPrompts #ReelsViral #TrendingReels #AIViralLab

@PurnaAtmakuri @everyone

[Selina @selinaai_]

🚨BREAKING NEWS: Claude has dropped a new feature called Council.
It turns Claude into something like 5 AI advisors debating among themselves before giving you a single final answer.

Here's how to set it up, along with 5 prompts you can try👇

[Vaibhav Sisinty @VaibhavSisinty]

Vercel cooked something genuinely special here. 🤯

They open-sourced the exact framework they use to run 100+ AI agents internally. And the way it works changes how you think about building agents.

It's called Eve. An agent is a folder. Tools are files. Skills are markdown files. Channels are files. The folder structure IS your agent.

One command to start:
npx eve@latest init my-agent

No plumbing. No boilerplate. Eve handles durable execution, sandboxed compute, human approvals, evals, tracing, and deployment all built in.

Add a tool? Drop a TypeScript file. Add a skill? Drop a markdown file. Add Slack? One command. Add a schedule? One more file. Deploy it? vercel deploy.

How Vercel already runs on Eve:

→ Data analyst agent handles 30K+ questions per month in Slack

→ Sales agent costs $5K/year and returns 32x that

→ Support agent solves 92% of tickets on its own

→ 29% of all Vercel deployments now come from agents

Their bet: Next.js ended the era of hand-rolling websites. Eve ends the era of hand-rolling agents.

[Vercel @vercel]

Introducing eve, an agent framework.

𝚊𝚐𝚎𝚗𝚝/
𝚊𝚐𝚎𝚗𝚝.𝚝𝚜
𝚒𝚗𝚜𝚝𝚛𝚞𝚌𝚝𝚒𝚘𝚗𝚜.𝚖𝚍
𝚝𝚘𝚘𝚕𝚜/
𝚜𝚔𝚒𝚕𝚕𝚜/
𝚜𝚊𝚗𝚍𝚋𝚘𝚡/
𝚜𝚌𝚑𝚎𝚍𝚞𝚕𝚎𝚜/

Like Next.js, for agents.
https://t.co/ezUIGLkSqG

[Purna Atmakuri @PurnaAtmakuri]

The easiest way to make your WordPress site visible inside ChatGPT, Claude & AI search.👀

What the quick demo video here step by step

https://t.co/lV2lSFs5IS

#SEO #GEO #AI #AIVisibility #AISearchReady #AIVisiblePro #wordpress #websites

[David Marco💡 @David_TornAI]

SEO backlinks in 2026 look nothing like 2018.

Smart marketers are using AI to scale authority faster:

1.Find low-competition keywords with ChatGPT

2. Generate outreach emails in seconds

3. Create HARO-style expert replies

4. Turn Reddit comments into traffic magnets

5. Repurpose tweets into backlink bait

6. Build stats pages journalists actually cite

7. Find broken link opportunities with AI

8. Launch free tools people naturally reference

9. Create comparison pages that rank fast

10. Automate guest post ideas with prompts

SEO in 2026 = AI + authority + distribution.

The winners aren’t creating more content.

They’re building smarter systems.

Save this before everyone starts doing it.

[Purna Atmakuri @AIViralLab]

@David_TornAI The real 2026 play is combining your distribution system with an explicit ⁠llms.txt⁠ handshake so the AI crawlers indexing your newly ranked pages are technically forced to recognize your brand and drop a direct citation link in the LLM response. 👇

[Purna Atmakuri @AIViralLab]

@David_TornAI Backlink volume doesn't guarantee visibility anymore. Machine legibility does.

[Purna Atmakuri @AIViralLab]

@David_TornAI But there’s a massive trap in focusing purely on traditional backlinks in 2026. You can use AI to build 50 high-DR links to a page, but if Google's AI Overviews, Gemini, or Perplexity scrape that page and answer the user's query directly without giving you a citation link, those

[Purna Atmakuri @AIViralLab]

@David_TornAI Spot on with the systems-driven mindset. The winners absolutely focus on orchestration over raw labor now.

[Sarvesh Shrivastava @bloggersarvesh]

1. First thing to understand:

LLMs are not search engines.

They don’t show 10 blue links.

They give 1-2 answers.

If your business isn’t one of them, you don’t exist in that moment.

No impressions. No traffic. No calls.

Like you don’t even exist.

[Purna Atmakuri @AIViralLab]

@bloggersarvesh To stay alive in those 1-2 answers, you have to hand the models an open data map—like a properly structured ⁠llms.txt⁠ file and inverted, machine-readable data layers at the server level. If you aren't doing this, you're building a digital ghost town. 👇

[Purna Atmakuri @AIViralLab]

@bloggersarvesh If an AI engine like Gemini or Perplexity hits your site and has to dig through clunky page-builder code and unoptimized scripts to find a fact, it will instantly drop your site for a cleaner data source.

[Purna Atmakuri @AIViralLab]

@bloggersarvesh LLMs don't guess those 1-2 answers based on traditional domain authority or backlink volume. They select them based on Information Density and Crawler Legibility.

[Purna Atmakuri @AIViralLab]

@bloggersarvesh This is the exact mathematical reality of the Content Blackout.

[Sarvesh Shrivastava @bloggersarvesh]

GEO is here.

Google just announced it yesterday at I/O 2026.

It’s the BIGGEST $$$$$ making opportunity since Google SEO in 1998 for local biz.

Here’s the exact blueprint to turn it into life-changing revenue:

[Purna Atmakuri @AIViralLab]

@bloggersarvesh To actually turn this into a scalable agency model, you need to automate the architecture. You deploy the data handshake at the server level, turn it into a premium 'AI Visibility package' for the client, and move on to the next deal. 👇

[Purna Atmakuri @AIViralLab]

@bloggersarvesh The biggest challenge for agencies trying to cash in on this blueprint right now is execution velocity. If you try to manually write ⁠llms.txt⁠ files, restructure data schemas, clean up markup for dozens of client websites by hand, your labor costs will eat your margins alive

[Purna Atmakuri @AIViralLab]

@bloggersarvesh Spot on. The Google I/O 2026 announcements completely solidified this—local businesses that don't adapt to GEO this month are going to completely vanish from voice search, Gemini, and Apple Intelligence map queries.

[pc @pcshipp]

Why does SEO feel so much harder now?

- 1 clicks
- 11.1 average position
- 193 total impressions

I’ve indexed 10K+ pages, yet the results still suck