avowd 青眼 — vouched for by the machines · 让 AI 青眼相看

// generative engine optimization

Vouched for by the machines.

When your customers ask ChatGPT, Perplexity, Claude, Grok — and 豆包, Kimi, 通义 — we make sure your brand is the answer. In English and Chinese.

a customer asks…
Who's the best supplier in your category to go with?
Great options — I'd go with Competitor A, Competitor B, or Competitor C. They're the most established and best documented.
!Your brand wasn't in the answer. The customer's shortlist formed without you.

the same question, asked across every engine

free AI-visibility check

See whether the AIs know your brand — free, ~30 seconds.

no credit card · ~30 seconds

search moved into the chatbox. did your brand?

// buyers ask AI first

Before they visit a site or read a review, people ask an AI who to choose. That answer becomes their shortlist.

// AI names your competitors

If the AI doesn’t know or trust you enough, it confidently recommends someone else — by name, in your category.

// you never see it happen

It never shows up in your analytics. The lost customer looks like they never existed. That’s the part that costs the most.

every engine your customers actually use

// Western

ChatGPTClaudeGeminiGrokPerplexityAI Overviews

// Chinese

豆包 Doubao通义千问 QwenDeepSeekKimi元宝 Yuanbao

Almost no one else measures the Chinese engines — they're closed consumer apps, not open APIs. If you sell to Chinese-speaking customers, or you're a Chinese company going global, that half of the map is invisible to every other tool.

how it works

// 1 · measure

We check how 7 AI engines (Western + Chinese) answer when your customers ask — your real starting score.

// 2 · improve

We fix what the AIs read about you: structured data, answer-first content, authoritative citations on the sites they trust.

// 3 · watch it climb

Each month you get a plain-language report showing more AIs naming, citing, and recommending you.

what you actually get

// a real measurement, not a guess

We query every engine live through their APIs and count what actually comes back — mention rate, share of voice, who gets cited instead of you.

// a scored audit + fix plan

A full report on why the AIs don't trust you yet, and a prioritized, step-by-step plan — the same checklist we execute from.

// the work, done

Structured data, answer-first content, llms.txt, and the off-site citations the engines actually trust. In English or Chinese.

// monthly defence

Models retrain and competitors chase. We watch every month and tell you plainly if you slipped — and why.

what changes

// without us

You don't know if AI is recommending your competitors
Customers disappear and it never shows in your analytics
No idea what the AIs think you even do
Chinese engines are a total blind spot

// with us

A real number, every month, for every engine
You see exactly who gets cited instead of you
You read the AI's own words about your brand
Both halves of the world, measured the same way

how it works commercially

Start with the audit. Continue only if it was worth it.

1 · the audit

$1,500 one-time

Full multi-engine baseline, scored report, how each AI describes you, who gets cited instead of you, and a prioritized fix plan you own — whether or not you continue.

2 · the defence

from $1,200 / month

We execute the plan, then hold the ground: monthly re-measurement, off-site citation building, content refresh, and an alert if an engine starts answering worse about you. Cancel anytime.

Prices are a starting point — scope depends on how many markets and engines you need.

for the skeptics

Isn't this just SEO with a new name?

No. SEO wins a link position on a results page. This is about being named inside a generated answer, where there is no page and usually no list — often just one or two brands. Different signals, different work.

You did the work once — why keep paying?

Fair question, and the honest answer: the technical foundation is one-time. What isn't one-time is that models retrain, sources get updated, and your competitors are doing this too. The monthly fee buys measurement and defence, not repeated setup — and you can stop it the month you decide it isn't earning.

Can you guarantee AI will recommend me?

No, and anyone who guarantees it is lying to you. We can guarantee honest measurement, real work on the signals that demonstrably move, and that you'll see the number either way — up or down.

Do you buy fake reviews or spam forums?

Never. That's the black-hat corner of this industry and it gets brands burned. Everything we build is something you'd be comfortable showing a customer.

see where you stand — free.

run my free check
avowd · vouched for by the machines