Growing together with quiet, “i-type” companies
Generative Engine Optimization
Buying decisions are moving from the search box to the AI chat. When a customer asks “which firms in this industry are actually reliable”, and you are not on the list AI gives back, your customers will hardly find you. Citemirror puts the excellent you in front of AI — so AI gets to know you, understand you, and recommend you to the customers who need you.
More than one AI
If you picked DeepSeek, remember Doubao can be your friend too
Four degrees
Awareness · Accuracy
Visibility · Top-3 rate
No phase skipped
Seeding · Nurturing ·
Harvest · Rotation
Your results · our duty
On measurable fundamentals,
results you can see
Method
Every stage has defined inputs, outputs and acceptance criteria. No stage is skipped because the previous one did not clear its gate — that is how delivery quality is controlled.
Build the probe set across five purchase-intent layers and run a full first-round capture on five engines.
Align the brand’s legal name, aliases, founding year, credentials and product naming across every channel.
Supply extractable, verifiable, attributable material across owned, earned and structured sources. The bar for content: it must be liftable in one sentence — not merely well written.
Semantic markup, JSON-LD entity declarations, llms.txt, crawler access policy, definition-style paragraphs, citable data blocks.
Repeat the same probe set by round, compare the four metrics, attribute changes to specific actions, cut what did not work.
Video
The video is at the top of this page. This is the full transcript — generative engines cannot read pictures or audio, only the text on the page.
A rookie procurement officer — an elephant — at a construction site in Changsha, buying cable-tray equipment for the first time. Model numbers and specifications mean nothing to him. He used to open a browser and scroll page after page; by page six he still was not sure. Now he takes out his phone and asks DeepSeek: “Our site is in Changsha — please recommend reliable cable-tray manufacturers.” Within seconds he gets a short list with reasons — and a supplier outside that list never even enters the comparison.
A guesthouse in the mountains: furnishings picked one by one, floor plans drawn by hand, prices kept fair — yet years on, business stays quiet. After they came to a GEO provider, when guests ask AI for homestay recommendations, “Gorilla Guesthouse” often appears on the list.
Demanders ask; suppliers make the list. GEO works on that single point — the list — so that those who need and those who are needed finally meet.
Services
Every project starts with a baseline diagnostic. It is not sold separately and adds no extra fee — it is built on an offline understanding of your business logic and product materials, and it sets the baseline for the whole engagement.
We learn your business logic, product materials and decision chain offline, then design the probe set and run the first capture. The diagnostic sets the baseline for everything that follows.
Unify brand facts into one citable standard formulation, and place it where it should appear.
Make the site friendly to generative engines: crawlable, extractable, correctly attributed.
Measure round after round, and let the data decide where the next round should — and should not — invest.
FAQ
If your question is not covered here, just email us. We would rather clear up uncertainty before the contract than after it.
Boundaries
In a 30-minute call we will ask about your target question set and competitive landscape, then tell you plainly whether GEO is worth the spend. If it is not, we will say so.
