Stay Ahead — Make Your Brand AI Trusted on Gemini, ChatGPT, Claude, DeepSeek and other AI search platforms
In the era of generative search, traditional SEO is no longer enough. With our proprietary FLOWS Brand Trust Model, continuously quantify, monitor, and improve your brand's "Trust Index" in AI models, seizing traffic in the AI era.
{ "source": "google_search", "query": "best coffee machine" }
{ "source": "reddit", "sentiment": "positive", "brand": "Brand A" }
{ "source": "youtube_transcript", "context": "extraction_quality" }
> analyzing_intent...
Trust Score
Brand A Pro
Trusted by Leading Brands
Supported AI Platforms
Core Methodology
FLOWS Brand Trust Model
An LLM‑powered brand equity evaluation system that distills real‑world feedback from the AI industry into professional dashboards, giving you a clear, data‑driven view of how your brand is actually performing.
AI Optimization Insight
Current analysis shows excellent performance in Leading Orientation (LO), but room for growth in Origin Verification (OV). Improving source authority is expected to boost the overall score by about 5%.
Find-ability Index
Frequency of brand mentions in AI responses, position weight, and overall length proportion.
Leading Orientation
Degree of recommendation in AI responses, plus informativeness and intent matching.
Origin Verification
Authority, credibility, and traceability coverage of brand information sources in AI responses.
Website Structure
AI-friendliness of brand websites and content carriers, and technical infrastructure completeness.
Spread Index
The spread and distribution of the brand in public information environments like search engines and vertical platforms.
Full-Link Intent Simulation Engine
Unlike traditional SEO analyzing single keywords, we built an intelligent simulation system powered by our proprietary question generation model. It simulates thousands of real users asking questions to major AI platforms, capturing brand performance in AI responses in real-time. Brands can also customize the simulation engine for periodic monitoring based on their content optimization cycles, discovering patterns in AI preferences to enhance brand trust.
01. Global Data Collection
Build Brand Exclusive Knowledge Graph
02. Intent Abstraction
AI Reverse Inference of User Real Needs Scenarios.
03. Simulation Q&A
Simulate 10,000+ user questions to LLMs across various AI platforms and scenarios, capturing real brand feedback and performance under different intents and AI models.
04. FLOWS Scoring & Attribution
Generate a 5-dimensional radar chart to pinpoint shortfalls in content (WS) or recommendation (LO), and auto-generate repair strategies.
Invisible AI Traffic,
Visible on Dashboard
Manage your AI brand assets like Google Search Console. Monitor Mention Rate and Sentiment in real-time.
Driven by "Taste" features
Scenario Ranking Trend
Optimization Required (Critical)
DeepSeek model's recommendation weight for Brand A in "Fully Automatic Coffee Machine" scenario dropped by 15%. Main reason involves high-weight citation of a recent review article.
Generate Fix ContentTop Generated Questions
Latest Insights
AI marketing strategies, GEO optimization guides, and brand visibility insights.
57% of AI-Cited Domains Appeared in One Month Only
A Somantra analysis of 2,437,107 citation records across 28,725 domains in Australian insurance found that 57.2% of domains appeared in exactly one month of a seven-month observation window, while only 2.7% appeared in all seven months. The study does not show that those domains will never return, nor does it establish why individual citations disappeared. It does show why a one-time citation is a weak measure of durable AI visibility.
Aug 20, 2026
Reddit Is the Most-Cited Source in AI Search — and the Most Volatile
Reddit is the single most-cited domain across AI answers, but its share swings hard by engine and over time. In one benchmark of 160,240 AI citations across five B2B SaaS brands, Reddit was the top domain at 7.0% of all citations. The takeaway is not "go post on Reddit." It is that community presence is a real citation lever, concentrated in specific engines, sitting on a foundation that can shift under you in weeks.
Aug 17, 2026
Who Owns Your Category in AI Search? What 1,094 Categories Show
In a study of 1,094 US categories tracked in ChatGPT from January to June 2026, only 15.2% had a clear brand owner — a brand named in at least four of five related buyer prompts with a five-percentage-point lead over the runner-up. Another 31.2% had an emerging leader, and 53.7% were unsettled, meaning no brand appeared in even three of the five prompts. AI almost always names someone, but very few brands get named consistently across a whole topic.
Aug 13, 2026