01
Multi-engine visibility monitoring
Daily standardized probes for weighted visibility, citations, sentiment, and competitor SOV.
Marketing - GEO
Metis AI - GEO brand visibility
Brand visibility workspace for generative answers
See how leading answer engines describe your brand, close citable knowledge gaps, and verify change on the next probe cycle — operable and explainable, with no short-cycle score promises.
Metis AI
What Metis AI does
Four product modules: monitor, compare, structure knowledge, and run GEO content workflows.
02
Competitor narrative & alerts
Compare brands in one workspace; review narrative drift on category prompts.
03
Knowledge graph & citable sites
Visualize entities and evidence gaps; publish structured knowledge on your domain.
04
GEO content workflows
Turn probe insight into drafts and knowledge pages optimized for generative citation—not rankings alone.
Who it’s for
Teams that need to operate brand narrative in answer engines — not a one-off consulting deck.
Brand & marketing teams
Need to see how AI describes the brand and run a reviewable operating cadence.
Growth & category owners
Care about shortlist presence and competitor narrative deltas in comparison prompts.
Content & knowledge owners
Have owned assets to structure and cite — not black-box content ops.
How it works
A five-step loop: prove progress on the next probe cycle — not slogan-style score promises.
- MonitorRun daily probes across leading engines; establish baselines.
- DiagnoseSurface entity gaps, narrative drift, and competitor-winning prompts.
- StructureBuild entity graphs and evidence chains models can understand.
- PublishShip structured knowledge and GEO-oriented content after client confirmation.
- MeasureNext probe cycle proves deltas vs. history and competitors.
Problem and outcome
Without GEO
- No visibility into how leading AI describes your brand
- Competitors cited while your brand is omitted or misread
- Teams optimize search rankings, not AI citations
- Knowledge scattered with no entity structure models can discover
With Metis AI
- Daily multi-engine probes with reviewable narrative history
- Share-of-voice and competitor narrative deltas
- Structured knowledge and citable sources for semantic weight
- Probe → diagnose → structure → publish → re-probe closed loop
Outcome surfaces
Visibility - trust - voice
Seen by AI
Be found and rendered accurately in generative answers — not silent under competitors.
Trusted by AI
Structured knowledge and evidence reduce misreads and raise citation confidence.
Recommended by AI
Enter shortlists in comparison and buying prompts — conversational demand capture.
Amplified by AI
Connect exposure, presentation, and opportunity into an operable GEO cadence.
GEO buyer FAQ
How is GEO different from SEO?
SEO optimizes SERP links and rankings. GEO (Generative Engine Optimization) optimizes citations, entity representation, and recommendation rank inside AI-assistant answers. They can coexist with different metrics: SEO tracks rank/clicks; GEO tracks weighted visibility, citations, and share of voice.
Does Metis / MICROFACTOR offer black-box content ops?
No. We do not run black-box content operations and we do not publish without confirmation; implementation and publish steps require client sign-off. Methods are explainable; results can be re-measured on the next monitoring cycle.
Which Chinese answer engines does Metis AI cover?
Primary coverage includes Doubao, Qwen, DeepSeek, GPT, and Yuanbao, with coordinated probes for ChatGPT, Perplexity, Gemini, Claude, and Grok. Exact engines depend on Console provisioning at ai.metis.microfactor.com.cn.
Should I buy the GEO product or start with AI consulting?
For answer-engine visibility and monitoring loops, try Metis AI — our GEO capability under Marketing. For transformation, process intelligence, and AI application delivery, take the consulting path. Or book Discovery to choose a starting point.
What is Metis AI?
Metis AI under MICROFACTOR (Beiziman) is a Generative Engine Optimization (GEO) product. Core product is the Metis-9 Synergetic Matrix covering knowledge graph, semantic alignment, signal boost, AI recommendation, monitoring, and iteration. Entry: https://ai.metis.microfactor.com.cn
Metis AI
Try Metis AI
Start GEO probes on the domestic Console, or book a call to choose product vs. consulting.