Enterprise Generative Engine Optimization

ModEngine

Enterprise Generative Engine Optimization — making AI understand and recommend your brand
Enterprise GEO Engine · Full Pipeline
Core Foundation MODENGINE CORE FOUNDATION
Enterprise Generative Engine Optimization · Core Engine Foundation
Fully In-House · Full-Link Control · v2.0

Fully In-HouseGenerative Engine Optimization (GEO) engine — knowledge base, content generation, review & publishing, and AI-citability, packaged into one pipeline.

AI Answer Entry AI ANSWER SURFACE
Covers 10+ AI Answer Entry

We've aligned with 8 major domestic AI assistants, plus ChatGPT, Gemini and other international models' citation logic — so brand content is stably cited in these AI answers.

Major Domestic AI Assistants Covered
DS
DeepSeek
Covered
DB
Doubao
Covered
YB
Tencent Yuanbao
Covered
ER
Ernie
Covered
QW
Qwen
Covered
Ki
Kimi
Covered
ZP
Zhipu GLM
Covered
SF
StepFun
Covered
International Models · Open Protocol Covered
G
Gemini
Covered
O
OpenAI Compatible
Covered
×
Your Own Brand Model
Connectable
More Models
Extensible
Engine Pipeline ENGINE PIPELINE
Seven-Stage Engine Pipeline · Full-Link Loop

Seven stages converge into one engine — the brand gains capability, while the loop stays fully closed inside.

01 Access

Multi-model Access

Natively adapts to the major LLM matrix — smart chat/embedding routing, self-healing and unified metering; one integration, all models.

02 Assets

Asset & Prompt System

Titles, keywords, images, authors and prompts accumulate into a unified asset library — a reusable, governable content foundation.

03 Knowledge

Knowledge Base & RAG

Structured brand-knowledge chunks and vector retrieval recall authoritative sources at generation time — every AI-cited sentence is grounded in the brand's own material.

04 Automation

Task Automation

The scheduler auto-orchestrates generation tasks — draft pool, publishing cadence, retries and scope control run as one stable, self-driving line.

05 Review

Review & Publish

Drafts, review, publishing, recall, categorization and SEO fields are governed together — fully traceable and auditable from production to launch.

06 Output

Search / LLM Friendly

Auto-generates SEO metadata, Open Graph, structured Schema, sitemap and dedicated styling — one piece of content, readable by both search engines and AI.

07 Metrics

Analytics · AI Crawler Detection

System overview, content ops, access logs and AI-crawler trends converge on one screen — quantifying "how much AI cites the brand".

Proof of Performance MEASUREMENT
Results, Measured in AI-Readable Metrics

We don't report results by "feeling". Four dimensions turn "how much AI cites the brand" into trackable, comparable metrics.

First Rec Rate
First Rec Rate · Share of AI answers where the brand is the first choice
Mention Rate
Mention Rate · Share of AI answers that include the brand
Sentiment
Sentiment · The tone AI uses to describe you — positive or negative
SOV
SOV · Share of AI mentions within your category
Core Value CORE VALUE
WhyModEngine

In-HouseEngine

Scoring logic, content generation, content structure and data foundation all in-house — fully controllable delivery, zero third-party dependencies.

In-House · Controllable

Full-LinkLoop

From knowledge base to AI-citable output, one engine chain completes the loop — not a patchwork of external tools.

One Chain · End to End

ResultsQuantifiable

AI crawler detection and citation-trend analysis let "how much AI recommends you" speak in data, not gut feeling.

Visible · Measurable

How Is AI Talking About Your Brand?

AI search traffic is migrating fast — early movers enjoy recommendation compounding. Get a diagnosis now and unlock your brand-visibility report.

Free Diagnosis · 7 Platforms · Fast Report