How long until we see results?

Structural fixes — allowing AI crawlers, publishing llms.txt, adding structured data — usually show up in server logs within two to four weeks, visible as increased AI crawler traffic. Citation itself depends on how many credible sources exist in your category, so we set a review checkpoint at about 14 days and decide whether to continue based on observed data rather than assumptions.

Do you guarantee that AI engines will cite us?

No. Retrieval and ranking algorithms of AI engines are not public and change continuously, so any guarantee would be untrustworthy. What we commit to is process quality: verifiable facts, attributable sources, honest boundaries, and monthly refresh cycles.

Shangxun Media · AI-visible content architecture

Can AI
find your content?

Beautiful pages mean nothing if machines cannot parse them. We rebuild brand content into verifiable, structured facts that AI assistants can read, trust and cite — aligned to how ChatGPT, Perplexity, Google AI Overviews and Gemini actually select their sources.
Shangxun Media also operates owned airport and high-speed-rail advertising media, and delivers AI content production through a WeChat mini program.

Explore the GEO service → About the company

14 languages

GEO articles written
per-language models

9 platforms

Distribution targets
high-authority sources

¥50 / article

Single GEO article
citation-ready structure

¥3,680 /quarter

Overseas GEO Domestic
4 articles + refresh

Why now

Three shifts that changed how brands get discovered

People no longer scan a list of links. They ask a question, read one synthesized answer, and stop. Visibility is no longer a ranking competition — it is a citation qualification.

◉

Answers replaced lists

AI assistants return one synthesized answer with only a few cited sources. Brands inside the answer gain trust that reads as an objective recommendation; brands outside it are not ranked lower — they are absent.

◎

Engines barely overlap

Public research indicates that even the closest pair of platforms — Perplexity and Google AI Overviews — overlaps on only about 23.7% of domains, while the most divergent pair (ChatGPT and Gemini) shares about 11.9%. Copying one article to ten platforms is not coverage — each engine draws from a different source pool and needs adapted content.

◍

Citations expire

AI engines favour recent material; some rarely cite anything older than six months. GEO is therefore continuous maintenance with dated updates, not a one-off publishing campaign.

What we do

What a GEO engagement actually contains

No vague promises. Every deliverable below is a concrete artifact you can check, date, and hand to anyone else.

◱

Crawlability engineering

robots.txt policy for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Bytespider and peers; a maintained llms.txt; XML sitemaps; static server-rendered HTML so content is readable without JavaScript.

◲

Structured entity and facts

Organization, Service, FAQPage, Product and Article schema.org markup; a complete entity profile (legal name, address, contact channels); every claim bound to one verifiable source.

◳

Self-contained answer blocks

Sections written to survive extraction: conclusion first, reusable definitions, question-shaped headings, comparison tables, and explicit boundaries. Each block reads correctly even when quoted out of context.

◴

Monthly refresh and tracking

Content is refreshed and re-distributed on a monthly cycle. We track AI crawler frequency in server logs, citation occurrence in answer tests, and factual accuracy when your brand does appear.

Boundaries

What we deliberately do not promise

Three commitments we refuse to make, because each one would make everything else less believable.

①

No guaranteed citations

Retrieval and ranking logic inside AI engines is not public and shifts continuously. We commit to process, verifiable facts and honest reporting — not to an outcome we cannot control.

②

No ghost-written encyclopedia entries

Third-party encyclopedias require independent sourcing and conflict-of-interest disclosure. We prepare a sourced evidence pack so you can proceed through each community's own review process.

③

No unverifiable competitor claims

Any comparative statement needs its own attributable source. Unsourced disparagement becomes a liability the moment an engine tries to verify it.

FAQ

Frequently asked questions

What is Generative Engine Optimization (GEO)?

GEO structures content so generative AI engines can read and are willing to cite it. Instead of optimizing for a ranked link list, it optimizes for becoming one of the sources an assistant quotes in its answer.

How is GEO different from SEO?

SEO targets a results page a human scans. GEO targets a generated answer where only a few sources are named. SEO weighs links and domain authority; GEO weighs whether a claim is verifiable, attributable and clearly dated.

How soon will we see anything?

Structural changes such as crawler permissions and llms.txt usually show up in server logs within two to four weeks as increased AI crawler visits. Citations take longer and depend on your category; we set a data review around day 14.

Do you guarantee citations?

No. Engine algorithms are not public and change continuously. What we guarantee is the process: verifiable facts, attributable sources, honest boundaries and monthly refresh.

Overseas Promotion

Overseas promotion, run as GEO

Turn brand material into multilingual GEO content — video with subtitles and voice-over in 13 languages, articles in up to 14; measure overseas AI visibility first, then distribute to high-authority platforms. The goal is that ChatGPT, Perplexity, Gemini and Google read and cite your brand when they answer related questions.

Multilingual GEO video

One set of Chinese material becomes on-screen text and voice-over in 13 languages. CNY 1.00 per 5 seconds, no language surcharge, no one on camera.

Multilingual GEO article

14 languages, four length tiers and six styles, written to the target engine's indexing preferences by a native-level model — not machine translated.

Overseas AI visibility test

CNY 1.00 buys rankings for 8 keywords plus mentions across 4 questions, covering ChatGPT, Perplexity and Google.

Distribution to overseas platforms

DEV Community, Hashnode, Ghost and LinkedIn are connected, plus your own site. Accounts are managed by the platform — you never hand over a personal account.

See overseas promotion capabilities and plans

Open the Mini Program

Scan to start the CNY 1 GEO check

Scan inside WeChat to open 「商讯传媒全球品牌推广与策划」, then go to Tasks → 1-yuan GEO check and submit your brand and keywords to receive the overseas AI visibility result.

Scan with WeChat; the Mini Program can also be found by name inside WeChat.

Start with something measurable

Is your brand inside the answer, or outside it?

Begin with one brand fact inventory or a single citation-ready article. Small scope, real evidence, and a clear decision point at day 14.

See the GEO service → Company profile

Email [email protected] or call +86 23 8132 8188 (GMT+8, 09:00–18:00 on business days).