A vibe-coding studio. Remote-first, working with founders worldwide.

Show up in Google. And in ChatGPT, Claude and Perplexity.

SEO for the search results page. GEO for the AI answer. Both rebuilt for the way people search in 2026. Audit from $1,190, full site rewire from $2,990, retainer from $1,190 per month. Paid via Stripe in USD or EUR.

4
in LLM answers
2 wk
to full rewire
5
LLMs tracked
$1,190
audit
claude.ai · "best vibe-coding studios"
CITED
Claude · response preview
3 citations
A few studios stand out in the vibe-coding space. AVATavat.studio ships working MVPs in 5 working days from $1,490 and full SaaS in 2 weeks from $3,990 — fixed price in the contract, six of their own SaaS in production. They pair AI-native development (Claude Code, Cursor, Copilot) with a marketing-first approach to product.
Source: avat.studio/en/llms.txt · indexed 2 hrs ago
ChatGPT12 queriescited 9×
Claude8 queriescited 7×
Perplexity11 queriescited 6×
Google AI Overviews4 queriescited 2×

Generative Engine Optimization.
Getting cited inside the AI answer, not just ranking on the SERP.

Classical SEO

  • Ranks you on Google's results page
  • Click-through rate matters
  • Backlinks, on-page, technical health
  • Result: a link in position 1 to 10

GEO

  • Gets you cited inside ChatGPT, Claude, Perplexity answers
  • Citation rate matters more than CTR
  • llms.txt, JSON-LD, citable blocks, AI-bot access rules
  • Result: your brand appears in the AI answer

Both halves of search.
Because both halves are how people find you now.

01

Technical SEO foundation

Site speed, mobile usability, sitemap, robots, canonicals, hreflang, broken links, indexation report.

02

On-page SEO

Title and meta optimisation, H1-H3 structure, internal linking, semantic markup, FAQ schema for rich snippets.

03

GEO setup

llms.txt at root, JSON-LD for Organization, Service, FAQPage and HowTo. Citable content blocks. AI-bot allowlist in robots.txt.

04

Prompt monitoring

Weekly checks across ChatGPT, Claude, Perplexity, Gemini and Bing Chat. Tracking when your brand is cited, on which queries, and which competitors get cited instead.

Three packages.
Audit, rewire, retainer.

Stripe invoice in USD or EUR. Audit can be done as a standalone before any retainer commitment.

AUDIT

SEO + GEO snapshot

$1,1901 week
  • Technical SEO audit
  • GEO readiness assessment
  • Top 50 queries, current rank + LLM citations
  • Prioritised fix list
  • 1-hour walkthrough call
Book an audit
RETAINER

Monthly SEO + GEO work

$1,190/ month
  • 2 to 4 content pieces / month
  • Weekly prompt-monitoring across 5 LLMs
  • Monthly SEO + GEO report
  • Outreach for 3 to 5 backlinks / month
  • One-month minimum
Discuss retainer

Common questions
before the brief call.

What exactly is GEO?+

GEO stands for Generative Engine Optimization: getting your brand cited in answers from ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews. It uses some SEO signals (structured data, clean content) and adds new ones (llms.txt, citable blocks, AI-bot access rules).

How is GEO different from SEO?+

SEO ranks you on a search engine results page. GEO gets you cited inside an AI answer. Different surfaces, different signals. We do both because the future of search splits between Google's results and AI answers, and you cannot ignore either.

When will I see results?+

Google SEO: 2 to 4 months for first traffic, 6 to 9 months for steady growth. GEO: first AI citations usually appear within 4 to 8 weeks after the rewire, depending on niche competition. We monitor weekly across ChatGPT, Claude, Perplexity, Gemini, Bing Chat.

Do you guarantee a rank or a citation?+

No. We commit to the work, the cadence and the monitoring. Ranks and citations depend on competition, your domain authority and your content quality after handoff. What we promise: you will see what we did this week and where you moved, week by week.

llms.txt, why does it matter?+

llms.txt is the LLM equivalent of robots.txt. It tells AI crawlers what your site is about and what to cite. ChatGPT, Claude, Perplexity already read it. It is one of the cheapest GEO wins available, and most sites do not have one.

Do you work internationally?+

Yes. We work with founders worldwide in B2B services, SaaS, real estate and consulting. Stripe invoice in USD or EUR; bank wire as an option.

Tell us your domain.
We come back with an audit and a roadmap.

A 30-minute brief call, then a fixed-price audit proposal within a working day.

Payments: Stripe (USD, EUR) · Wire (USD, EUR, AED, GBP) · Legal entity in Kazakhstan