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@bearliu

Bear Liu

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@bearliu · X · Global · OTHER

Opens the X profile. · Are you @bearliu? Claim this page

Free users are seeing the saved basic result as their first meaningful view, with deeper evidence still locked.
Account noteOpen

Auto-seeded from following graph: @bearliu is followed by 1 saved Account Radar account(s). Treat this as a discovery candidate until real collection and moderation add context. This candidate is low priority, not a confirmed risk account.

Risk reading

High uncertainty

Evidence

Medium · 48

The record has unresolved uncertainty from risk tags, moderation, mixed signals, or thin context. Treat this as a review prompt.

Nothing on this page is an identity, safety, or transaction verdict — it is collected evidence plus interpretation.

Main basis

Collected profile snapshot is availableCollected posts are availableModeration items are still pending

Reading limits

Does not predict future behaviorSaved media is still thinCommunity feedback is still thinModeration is not final
Review saved evidenceOpen Photo MatchReview community feedback

Image inventory

Queued for collection

24

Saved media

This account is queued for X collection. Come back after the next collection pass — this does not mean the account has no content.

Post images

22

Unique images

22

Linked posts

22

Freshness

Needs refresh

Latest captured media: 2026-07-26 00:47

Refresh only adds new media. Saved media stays archived even after the creator deletes the originals.

Quick read

Key account facts

Open

Registration history

15y 7m

Follower / following

119.9K / 2,728

Posting evidence

5 collected

Profile density

Thin profile evidence

Community calibration

Does this score match what you see? Your signal helps calibrate the account.

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Radar score

96

Risk

low

Followers

119.9K

Following

2,728

Posts tracked

Pending collection

Data status

Profile data stale

The latest collected snapshot is 87 day(s) old; refresh before relying on time-sensitive details.

Source: Live collected (third-party API)Last collected: 2026-07-26 00:47Stored records: 1Collected posts: 5Media assets: 24Public reviews: 0
Result source: Saved server record

Loaded from the server cache.

Latest collection run: Partial

Status: partial — the provider returned an incomplete result; fuller evidence is still pending.

Started at 2026-07-31 11:12 · Finished at 2026-07-31 11:12

📖 Member preview

Preview

Full media inventory

Preview count only; full archive opens after member access

Linked posts

Members can inspect which posts support saved media

Interaction structure

Members see more context behind score movement, not just the score

Risk reasons

Members can read why the page asks for caution or review

History changes

Members can inspect selected historical archive and timeline context

Context only — not identity or safety conclusions.

See membership

Free: one full view per account. Member: full score logic + more reviews. Pro: deep archive + corrections.

Login to write a tracked reviewPreview comment formSee membershipView relationship graph

Collected X evidence

Partial

Profile snapshot

Collected profile

Followers

120K

Following

2,728

Tweets

22K

Recorded at

2026-07-26 00:47

Collected media evidence

Library note

Previewing first 12 of 24. Open the archive tab for the full media library.

Open media library

Followers

120K

Following

2,728

Tweets

22K

Source

third_party_api

@bearliu

Bear Liu

Collected at: 2026-07-26 00:47

Product Designer, 10 year+ podcaster and author of 2 books. Love things around design, tech and productivity, cooking design at https://t.co/B71LwV0u14 ✍️

Account created: 2011-03-02 06:53Profile location: Best product teardown here 👉Next external refresh: 2026-08-03 11:12External link

Recent collected posts

tweet2026-07-25 15:04

周末去滑冰，假装是在加拿大（其实我没滑，躲在餐厅画画） https://t.co/zuZJIHO4bp

Open on X
tweet2026-07-25 13:10

家里飞进来一只超大的蜜蜂 https://t.co/AuEFD766UD

Open on X
tweet2026-07-25 05:25

自助洗狗机 ，10 块钱一次，感觉也算是个不错的生意，特别适合海滩边之类的地方 https://t.co/X8VaAYY7Qm

Open on X
tweet2026-07-25 00:50

我今天买了一本杂志《Sheds》，在这个 AI 和数字时代，简直是一股清流。 里面全部是各种手工制作物件，甚至有一步一步如何拆卸或者清洗老机械物品的步骤，整本杂志都是人的味道，太棒了！ https://t.co/b8RkQDLGj0

Open on X
tweet2026-07-24 14:38

今天节奏稍微慢一点，早上先在咖啡馆翻翻杂志。18 块买了一本杂志，意外发现一个新世界 https://t.co/OtRaJZPOkl

Open on X

📊 Metric notes

6 items

Registration history

15y 7m

Created at 2011-03-02 06:53

Audience scale

119.9K

Follower count at the last collection.

Follower / following

119.9K / 2,728

Followers >> following · Followers far outnumber following — a strong structural signal. Ratio: 44.

Posting evidence

5 collected

Latest collected posts become the basis for content and risk interpretation.

Profile density

Thin profile evidence

Missing post samples, reply/interaction signals, video content, so its ranking weight is reduced.

Community sample

0

Too thin for a platform conclusion.

🗺️ Identity map

RegionGlobal
saved recordNo stronger location signal was found.
LanguageOther
📋 Self-describedFrom the bio · not verified
Kinks / themes
DominantFrom hashtags and repeated wording

🧩 Judgment stack

Primary identity

Image seller

Original creator

Content themes

Solo creatorImage seller

Monetization path

Paid content

Trust signals

Stable identityLow mutual-promo risk

Risk signals

No strong signal yet
🧭 Why this type

Profile: Saved server profile for @bearliu. The visible score now blends the durable lookup result with collected X evidence, media inventory, audience structure, and interaction traces; risk remains separate.

Collected posts: 5 saved recent post(s)

Media evidence: 24 saved media asset(s)

Community: 0 public review signal(s)

Location is self-declared.

🪪 Credit signals4

Account nature

Original creator

Strong

Based on saved profile state, 5 collected post(s), 24 media asset(s), and 0 public community signal(s).

30 source(s)collectionevidence

Positive signals

Stable identity / Low mutual-promo risk

Moderate

0 higher-weight review signal(s) and no public Photo Match attachment are currently available.

2 source(s)reviewcollection

Risk signals

low

Moderate

0 caution/risk review signal(s) and 1 pending governance item(s) are attached.

1 source(s)reviewmoderationevidence

Suitable for

1 moderation item is still pending, so score interpretation can still move.

Weak

Not enough reviews yet.

0 source(s)reviewcollection

🎬 Content experience

72/100

Visual appeal

8.0

Exposure level

Unknown from public sample

Stimulation

7.6

Originality

7.4

Update stability

5.0

Paid-match confidence

8.0

📡 Platform signals

P1

Following circle

thin

Analyzed

0

Priority candidates

0

Review queue

0

From accounts this handle follows; review-queue means lower priority only.

Open graph view

Site behavior

thin

7d views

0

Favorites

0

Reports

0

Photo Match

Verification records

No live record

No live public Photo Match result is attached yet.

Use Photo Match when someone needs to prove that a specific photo or teaser video matches the person who appeared at verification time.

Open Photo Match

Community stance

How the crowd currently leans

Signal strength: thin

No community signals yet — the first tracked review will appear here.

🪞 Identity signals

X account age15y 7m
Identity confidencemedium
Archive freshnessthin

🧮 Score detail

9 items
Base profile+23
Follower quality+16
Audience structure+10
Profile density-12
Media depth+14
Interaction trail+6
Positive feedback+0
Account age+8
Risk discount+5

Featured media archive

Narrative fallback
1 moderation item is still pending, so score interpretation can still move.
The score already sits in the strong zone, but what matters now is whether evidence keeps pace with it.
Approved image and video archive will appear here.

🏛️ Evidence stack

0 archive cards · 2 timeline notes

0 archive card(s), 2 timeline note(s), and 0 approved review(s) currently back this score.

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