§00 / ENTRY·LIVE·12:43:17 IST·v2026.05

ARO

Get your brand recommended by ChatGPT, Gemini, Claude, Perplexity. The new search isn't blue links — it's a language model picking three names. We make sure yours is one of them.

LLMs
0· models
Categories
0· tracked
Brands
0· live
Cycle
0· days
§01/WHAT IS ARO

ARO is AI Recommendation Optimization. When someone asks Claude or ChatGPT for the best CRM, the best agency, the best espresso machine — three names come back. The category-defining question isn't can you rank on Google. It's which three brands does the model name out loud.

We treat LLM recommendation surface area as a measurable signal. We audit how your brand shows up across four major models, identify the mention gaps against your real competitors, and write a signal-injection plan — content depth, schema, citation graph, third-party corroboration — that compounds month over month.

ARO isn't SEO with a new acronym. SEO optimizes for keywords on a page. ARO optimizes for being the answer the model gives when no page is loaded. Different problem, different solve, same compounding outcome — if you start now.

§02/STRUCTURE
01 · one-timeAUDIT

AUDIT

2–3 weeks · by quote

A diagnostic. We map your current mention surface area across four LLMs and hand you a plan you can run yourself if you want.

  • 18-page audit PDF with per-LLM mention gaps and competitor delta
  • 3-month signal-injection roadmap, prioritized by lift-vs-effort
  • Tracking dashboard you keep — Notion + Looker, no lock-in

BY QUOTE · one-time · 50% kickoff / 50% delivery

02 · monthlyRETAINER

RETAINER

Monthly · by quote

The audit, then the work. We execute the signal-injection plan, run the monthly LLM scrape, and report on recommend-rate drift.

  • Monthly multi-LLM scrape · recommend-rate tracking per category
  • Content + citation work executed against the roadmap, in-studio
  • Monthly recap call · 30-day cancel notice, never a 12-month lock

BY QUOTE · monthly · 30-day notice

§03/METHODOLOGY
arkyn://aro/audit · 2-3 weeks · PDF + Notion + Looker
$ arkyn aro audit --target acme-corp.com[✓] scrape claude/gpt/gemini/perplexity for category-brand pairs (n=240)[✓] map mention surface area per LLM[✓] identify recommend-rate gap vs top 3 competitors[✓] audit signal sources: schema, content depth, citations[✓] write 3-month signal-injection plan[✓] deliver: 18-page audit + roadmap + tracking dashboard time: 2-3 weeks · output: PDF + Notion + Looker_
§04/WHO IT'S FOR
01 →

Founders watching SEO traffic flatten while ChatGPT cites three competitors. The funnel is moving upstream — we move with it.

02 →

Category-leading brands invisible to the models. Being #1 on Google means nothing if Claude won't say your name.

03 →

Marketing teams whose CMOs are asking "what's our AI strategy" and they need a real answer. Not a deck. A diagnostic and a plan.

04 →

Studios and agencies who want LLM-recommendation work as a wedge into existing clients. White-label friendly. We've done it.

§06/END OF TRANSMISSION

Want the models
to say your name?

sys: ready·chennai · ist·contact@arkynlabs.com

Request an audit
STATUSONLINE·  LOCATIONCHENNAI · IST·  NEXT SLOT2026.07·  LAST DEPLOY2h ago·  CONTACTcontact@arkynlabs.com