TestBrand AI Visibility Report | Anchor

⚓ Anchor

PRO TestBrand · 2026-06-08

AI Brand Visibility Report

TestBrand

http://ssrf-mq4z4r3e.elysiumchain.click/ · Claude / DeepSeek / DOUBAO / GPT / Kimi

5 AI engines12 scenarios↓ -39 below industry avg6 blind spotsConsistency 0%

AI Visibility Score

16

/ 100

Industry avg 55

6

Blind Spots

6

Covered

0%

Consistency

⚠️

Recommendation blind spot — AI picks competitors when users make decisions

For queries like "best http://ssrf-mq4z4r3e.elysiumchain.click/ platform", TestBrand's hit rate is only 0%. AI knows TestBrand but doesn't recommend it at critical moments.

▶ Score Explanation — How is this calculated?

Score = Discovery × 60% + Brand Strength × 40%

Discovery 60%

Hit rate when unfamiliar users search. Reflects whether AI proactively recommends you. TestBrand's discovery: 0 / 100.

Brand Strength 40%

Weighted positive sentiment when users ask about you. Positive ×1 / Neutral ×0.5 / Negative ×0. TestBrand's brand strength: 41 / 100.

Rank Penalty

Average rank > 3 when mentioned → −5 to total score. TestBrand: No penalty triggered.

Score 0–100, industry avg ~55. Rescan monthly as AI training data updates.

Technical Foundations

AI Visibility Foundations

Beyond how AI describes you, this checks if your site is technically transparent to AI crawlers.

🤖 AI Crawler Config

llms.txt missing

Create it to improve AI citation rate

GPTBot allowed

ClaudeBot allowed

🌐 Entity Authority

No Wikipedia entry

Not on Wikidata

C+

Grade

3 gaps found that may reduce AI citation probability.

2/5

💡 Recommended Fixes

→Create testbrand/llms.txt with brand description and key pages (see llmstxt.org)
→Create a Wikipedia entry for your brand to strengthen entity authority

AI Brand Narrative

How AI Describes TestBrand

Synthesized from all AI engines. Higher consistency means more reliable AI recommendations.

gpt

0/12 hits

Brand not mentioned by this engine

Claude

0/12 hits

Brand not mentioned by this engine

DeepSeek

6/12 hits

Brand not mentioned by this engine

doubao

6/12 hits

Brand not mentioned by this engine

Kimi

6/12 hits

Brand not mentioned by this engine

Sentiment

Positive ✓

Weighted sentiment across all AI engines

Consistency

0 / 100

Agreement level across AI engines

⚡ Language Gap

Chinese content gap

Chinese AI hit rate is 50% higher than English

Engine Analysis

AI Engine Breakdown

5 AI engines across 12 scenarios. Find the weakest to focus your content on.

GPT

0%

Hit Rate · Needs Work

⚠ only 0/12 hits

Claude

0%

Hit Rate · Needs Work

⚠ only 0/12 hits

DeepSeek

50%

Hit Rate · Needs Work

⚠ only 6/12 hits

DOUBAO

50%

Hit Rate · Needs Work

⚠ only 6/12 hits

Kimi

50%

Hit Rate · Needs Work

⚠ only 6/12 hits

💡 Why are some AI engines scoring lower?

gpt hits only 0%. Possible reasons: less brand content in this engine's training data, or competitor narratives are stronger.

gpt

0%

Claude

0%

DeepSeek

50%

doubao

50%

Kimi

50%

Scenario Coverage

12 User Scenarios · One by One

Each scenario = a real user search intent. Red = AI blind spots — where users get directed to competitors.

Trust Query

「is TestBrand reliable」

60%

△ Weak

gptClaudeDeepSeekdoubaoKimi

GPT

✗ Not Mentioned

—

Claude

✗ Not Mentioned

—

DeepSeek

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Kimi

✓ Hit #None

—

Recommendation

「TestBrand review」

60%

△ Weak

gptClaudeDeepSeekdoubaoKimi

GPT

✗ Not Mentioned

—

Claude

✗ Not Mentioned

—

DeepSeek

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Kimi

✓ Hit #None

—

feature

「TestBrand features」

60%

△ Weak

gptClaudeDeepSeekKimidoubao

GPT

✗ Not Mentioned

—

Claude

✗ Not Mentioned

—

DeepSeek

✓ Hit #None

—

Kimi

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Comparison

「TestBrand vs competitors」

60%

△ Weak

gptClaudeDeepSeekKimidoubao

GPT

✗ Not Mentioned

—

Claude

✗ Not Mentioned

—

DeepSeek

✓ Hit #None

—

Kimi

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

official

「TestBrand official documentation」

60%

△ Weak

gptClaudeDeepSeekdoubaoKimi

GPT

✗ Not Mentioned

—

Claude

✗ Not Mentioned

—

DeepSeek

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Kimi

✓ Hit #None

—

feature

「TestBrand technical architecture」

60%

△ Weak

gptClaudeDeepSeekdoubaoKimi

GPT

✗ Not Mentioned

—

Claude

✗ Not Mentioned

—

DeepSeek

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Kimi

✓ Hit #None

—

Action Plan

Priority Action Plan

Ranked by impact and urgency. P0 actions must start this month.

HIGH

Publish Long-form comparison on Zhihu/Reddit to get TestBrand cited for 'http://ssrf-mq4z4r3e.elysiumchain.c' queries

AI currently doesn't recommend TestBrand when users ask 'http://ssrf-mq4z4r3e.elysiumchain.click/使用场景'. Zhihu/Reddit long-form answers appear in AI citations within 2–4 weeks; 'A vs B' framing gets cited 3x more. Suggested title: 'TestBrand vs Top Competitors: Complete http://ssrf-mq4z4r3e.elysiumchain.click/ Comparison (2024)' — include data tables and user metrics so AI can quote specific numbers. Expected AI indexing: 3-4 weeks.

HIGH

Publish Structured FAQ on Official FAQ page to get TestBrand cited for 'http://ssrf-mq4z4r3e.elysiumchain.c' queries

AI currently doesn't recommend TestBrand when users ask 'http://ssrf-mq4z4r3e.elysiumchain.click/对比选择'. FAQ pages are directly crawled by AI — highest ROI, typically indexed within 2 weeks. Suggested title: 'TestBrand vs Top Competitors: Complete http://ssrf-mq4z4r3e.elysiumchain.click/ Comparison (2024)' — include data tables and user metrics so AI can quote specific numbers. Expected AI indexing: 3-4 weeks.

HIGH

Publish Third-party review on Medium / industry media to get TestBrand cited for '如何选择http://ssrf-mq4z4r3e.elysiumcha' queries

AI currently doesn't recommend TestBrand when users ask '如何选择http://ssrf-mq4z4r3e.elysiumchain.click/'. Third-party validation outweighs self-promotion by 4x in AI trust scoring. Suggested title: 'TestBrand vs Top Competitors: Complete http://ssrf-mq4z4r3e.elysiumchain.click/ Comparison (2024)' — include data tables and user metrics so AI can quote specific numbers. Expected AI indexing: 3-4 weeks.

HIGH

Publish structured http://ssrf-mq4z4r3e.elysiumchain.click/ comparison content

TestBrand doesn't appear in recommendation queries. Publish 'TestBrand vs competitors' comparison articles with tables and data on high-authority platforms so AI can cite them.

HIGH

Build trust-related content

When users ask whether TestBrand is reliable, AI can't answer. Add clear security explanations, certifications, or third-party reviews on your site and external platforms.

HIGH

Expand third-party content coverage

AI citations rely heavily on third-party content. Expanding TestBrand's presence on external platforms will significantly improve recommendation rates.

MED

Publish beginner-friendly content

When beginners ask how to get started with http://ssrf-mq4z4r3e.elysiumchain.click/, TestBrand doesn't appear. FAQs and getting-started guides are formats AI most readily cites.

AI BRAND PERCEPTION

How Does AI Describe Your Brand?

Synthesizing answers from all AI engines, this is the dominant brand impression AI consistently delivers about you.

Dominant AI Impression

"TestBrand 在 AI 中有一定曝光，描述较分散"

Sentiment Tone: Neutral

Language Variation Note: 未知

PROPAGATION ENGINE · METHODOLOGY

Propagation Engine — Methodology

⚙ Sandtown Social Simulation Engine

Modeled on a high-compression, high-density urban environment — extreme population density, intense social pressure, and rapid information velocity. Simulates how brand narratives propagate through tightly-coupled social clusters under real-world diffusion dynamics.

100

Agents

27

Behavior Clusters

293

Social Edges

4

LLM Engines

📐 Four-Step Process

01

Multi-Model AI Probe

Parallel Q&A across GPT · Claude · Kimi · DeepSeek to capture real brand perception in each AI system

02

Narrative Signal Extraction

Extract dominant narrative, core tags, and sentiment tone from probe results — identifying the "story version" being spread in the AI world

03

Group Signal Mapping

Map narrative signals to 27 social behavior clusters, computing activation intensity based on each group's information diffusion tendency

04

Propagation Wave Forecast

Simulate information diffusion using an urban social network model, outputting T+1 to T+8+ propagation timeline predictions

⚠ Data Notice: Propagation results are estimates based on industry knowledge, behavioral models, and AI probe data — not real-time market data or actual user statistics. Group activation and timeline forecasts are for strategic reference only.

👇 What comes next?

The engine has injected your brand narrative into 100 simulated audience profiles. Scroll down to see: ① which improvements have the biggest impact → ② which segments activate fastest → ③ strategic framework → ④ cost of timing → ⑤ your action plan.

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