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Real-time · AI Analysis

Know who's real
before you collab.

Our AI surfaces real-time audience-quality signals across Instagram, YouTube, and TikTok — so brands collab with confidence.

TrustLens AI brand mark
TrustLens AI
AI Analysis
InstagramYouTubeTikTok

What it does

The lens for collabing with real creators.

We provide the data, brands make the call. Three things make TrustLens AI different.

Verified data

Our AI works only with verified creator data — never scraped, never second-hand.

Real-time

Audience signals refresh continuously. Every creator profile shows current data, not stale snapshots.

🔍

Transparent

Every signal is shown with its meaning. No black-box scores, no hidden math.

What we analyse

Six signals. Every creator.

Each platform has its own engagement norms and fraud patterns. Our analysis is platform-aware.

Signal 01Engagement ratevs. tier benchmark
Signal 02Comment-to-Likebots like, humans talk
Signal 03Reach efficiencyviews per follower
Signal 04Posting consistencycadence over time
Signal 05Audience integrityfollow ratio sanity
DetectorFraud patternsplatform-specific flags

Built into Collabscafe

On every creator profile.

No per-lookup cost. No separate tool. TrustLens AI runs in the background and shows brands the audience picture the moment they open a creator profile.

See it in action →
TrustLens AIAI Analysis
Real-time
InstagramYouTubeTikTok

Audience composition (Est.)

87%Real
13%Suspicious
5.2%
Eng. rate
48K
Followers
2.1K
Avg likes
340
Avg comments

Creator tiers

Six tiers, fair scoring.

Mega creators have lower engagement rates than nano creators — that's normal. We grade creators against benchmarks built for their tier, not against absolute numbers.

TierFollower range
Nano1K – 10K
Micro10K – 50K
Macro50K – 100K
Mega100K – 500K
Elite500K – 1M
Celebrity Creator1M+

Frequently Asked Questions

Everything brands and creators ask about TrustLens AI.

TrustLens AI is Collabscafe's AI-powered creator audience analysis. Our AI surfaces audience-quality signals — engagement rate, comment-to-like ratio, reach efficiency, posting consistency, and known fraud patterns — on every creator profile, so brands can collab with confidence.

When a creator connects their Instagram, YouTube, or TikTok handle to Collabscafe, TrustLens AI analyses their recent engagement data against platform-specific benchmarks tuned to the creator's follower tier. Audience-quality signals are surfaced as a Real-vs-Suspicious estimate on the creator's public profile — updated continuously.

TrustLens AI provides estimates, not exact measurements. Our AI infers audience quality from patterns in engagement data — it doesn't audit individual followers. The Real / Suspicious split is designed as a starting point for a collab decision — combine it with the rest of a creator's profile, portfolio, and your own judgment for the final call.

Three platforms: Instagram, YouTube, and TikTok. Each has its own audience-quality formula tuned to platform-specific norms — engagement-rate benchmarks differ, fraud signatures differ. TrustLens AI displays a separate analysis tab per platform on each creator profile.

TrustLens AI is built into Collabscafe and runs on every creator profile by default — no separate tool, no per-lookup cost. HypeAuditor and Modash are excellent deep-audit tools, but they require a separate subscription and you have to look creators up one by one. TrustLens AI is the lens; the deep-audit tools are the microscope.

No. TrustLens AI is free for both brands and creators on Collabscafe. Every creator profile includes the TrustLens AI analysis automatically — it's part of the platform.

Yes. Creators see their TrustLens AI analysis on their public profile and on their Collabscafe creator dashboard. There is no hidden score visible only to brands — full transparency is part of the design.

Yes. Our AI refreshes audience signals continuously, so the analysis you see on a creator profile is always current. Each TrustLens AI card displays a 'Real-time' badge to confirm the data is live.

Collab with creators, confidently.

Every Collabscafe profile comes with TrustLens AI built in.

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