Trustscore Analytics

We've cracked the
YouTube algorithm, so
you don't have to.

After 10,000+ hours dissecting what makes channels blow up, we built Trustscore — the only tool that analyzes 30+ real YouTube API metrics to show you exactly what's stopping your videos from going viral.

Channel Trustscore

62

Room for Growth

Swipe Ratio72%
Share Rate0.12%
Upload Consistency4/6
Retention ScoreNeeds Work

Example Trustscore for a channel with 45K subscribers. Your score is calculated from your channel's real data via the YouTube API.

30+

Metrics analyzed

60s

Time to results

100%

Real YouTube data

5 min

To first improvement

Connect your channel

Paste your YouTube channel URL or handle

The metrics that actually matter

YouTube's recommendation engine doesn't care about your subscriber count. It cares about signals that predict whether a viewer will enjoy your content. Here are the key metrics Trustscore analyzes — and why each one directly affects your reach.

Swipe Ratio

72%

The percentage of viewers who watch past the first second of your video. YouTube's algorithm treats the first second as a gate — if most viewers swipe away, the algorithm stops showing your video to new audiences. A swipe ratio above 70% tells YouTube your hooks are working. Below 60%, and your content is essentially invisible in recommendations.

Share Rate

0.12%

How often viewers share your content with others. Sharing is the single strongest engagement signal YouTube tracks. When someone shares a video, it's a direct endorsement — and the algorithm weights it more heavily than likes, comments, or even watch time. Most channels hover around 0.05–0.15%. Getting above 0.2% consistently is where viral potential begins.

Upload Consistency

4/6

Your posting frequency measured against your own historical baseline. YouTube rewards channels that publish predictably — the algorithm builds a model of when your audience expects content. Gaps in your schedule reset that model and hurt your algorithmic momentum. Trustscore measures not just how often you post, but how consistently you maintain your rhythm.

Average View Duration

3:42

How long viewers actually watch before leaving. This is YouTube's primary quality signal. The algorithm compares your average view duration against videos of similar length — so a 4-minute average on a 10-minute video is a strong signal, while 4 minutes on a 30-minute video tells the algorithm most viewers aren't engaged enough to finish.

Click-Through Rate

6.8%

The percentage of people who see your thumbnail and title and actually click. YouTube shows your content as impressions first — your CTR determines whether those impressions convert to views. The algorithm uses CTR as a real-time feedback loop: high CTR means more impressions, low CTR means your content gets suppressed in favor of higher-performing videos.

Session Time Impact

+14s

Whether your videos keep people on YouTube or cause them to leave the platform. This is one of the most underrated metrics. YouTube wants to maximize total session time, so it rewards channels whose videos lead to more watching. If viewers leave YouTube after your video, the algorithm quietly deprioritizes your content. Trustscore measures your session time contribution directly.

From confusion to clarity in 60 seconds

Trustscore doesn't just measure your channel — it tells you exactly what to do next, in order of impact.

01

Diagnose what's actually wrong

Most creators guess why their videos don't perform. Trustscore removes the guesswork by analyzing the exact metrics YouTube's algorithm uses to make recommendation decisions. You'll see precisely which signals are dragging your score down — whether it's your first-second retention, share rate, upload gaps, or something you never thought to check.

02

Get a prioritized action plan

Knowing your problems isn't enough. Trustscore ranks your issues by impact, so you fix the things that will move the needle most first. Each recommendation comes in plain English with specific, actionable steps — not vague advice like "make better thumbnails." We tell you exactly what to change and why it matters algorithmically.

03

Track progress over time

Run Trustscore again after making changes and see your score move. Track each individual metric over weeks and months to understand what's working. Small improvements compound — a 5-point increase in your Trustscore can meaningfully change how often YouTube recommends your content to new viewers.

30+ signals across five categories

Every metric is pulled directly from the YouTube API based on your channel's real data. Nothing estimated, nothing scraped.

Audience Retention

How well your content holds attention from first second to last

First-second retention (swipe rate)
Average view duration
Retention curve shape analysis
Drop-off point identification
Returning vs. new viewer retention
Short-form vs. long-form benchmarks

Engagement Quality

The signals YouTube values most when deciding to recommend content

Share rate (strongest algorithmic signal)
Like-to-view ratio
Comment volume & sentiment
Subscriber conversion per video
Saves and playlist additions
End screen click-through rate

Upload Behavior

Your posting patterns and how they affect algorithmic momentum

Upload frequency score
Consistency gap analysis
Optimal posting time windows
Content velocity trends
Streak tracking and momentum
Publishing schedule optimization

Channel Authority

Long-term trust signals that compound over time

Subscriber-to-view ratio
Session time contribution
External traffic percentage
Brand search volume trends
Channel age vs. growth rate
Niche authority benchmarking

Content Velocity

How fast your content picks up momentum after publishing

First 24-hour view velocity
48-hour engagement trajectory
Impression-to-click conversion
Browse feature pickup rate
Suggested video appearance rate
Search ranking performance

Small score changes,
big view differences

YouTube's algorithm operates on thresholds. A video doesn't need to be perfect — it needs to cross key thresholds in the metrics that matter. Trustscore identifies exactly which thresholds you're falling short of and what it takes to cross them.

Creators who follow Trustscore's prioritized recommendations typically see measurable view increases within 2–4 weeks. Not because of luck — because they stopped guessing and started fixing the actual signals the algorithm uses.

  • Every recommendation explains the algorithmic reason behind it
  • Fixes are ordered by expected impact on your Trustscore
  • Track which changes moved the needle and which didn't
  • Re-scan weekly to measure your progress over time
  • Benchmarked against channels in your niche and size range

47

Before

68

After 4 weeks

+340% average view increase

Trustscore progress chart screenshot

Trustscore vs. guessing

Most creators rely on intuition or surface-level analytics. Trustscore gives you algorithmic-level insight.

Trustscore
Other tools
Data source
YouTube API (real data)
Estimates & scraping
Metrics analyzed
30+ weighted signals
5–10 surface stats
Actionable advice
Step-by-step recommendations
Generic tips
Algorithmic insight
Based on recommendation signals
Based on vanity metrics
Progress tracking
Historical score trends
Snapshot only
Time to results
Under 60 seconds
Manual analysis (hours)

Built for creators who want to grow

Whether you're just starting or already have an audience, Trustscore adapts its recommendations to your channel's specific situation.

New channels

Find out which fundamentals to nail before you burn through your early momentum.

Plateaued creators

Identify the specific metrics holding you at your current level and break through.

Consistent uploaders

Optimize what's already working. Small tweaks to strong channels yield big results.

Multi-format creators

Understand how Shorts, long-form, and Lives each contribute to your overall score.

YouTube doesn't recommend channels.
It recommends trust.

YouTube's recommendation system doesn't think in terms of "good channels" or "bad channels." It thinks in terms of prediction confidence. Every time it considers showing your video to a viewer, it asks one question: how confident am I that this person will enjoy this?

That confidence comes from signals — your historical retention data, engagement rates, how quickly viewers respond to your content, how often it gets shared, whether it contributes to longer YouTube sessions. These signals compound into what we call your channel's "trust" with the algorithm.

When trust is high, YouTube takes bigger bets on your content — showing it to more people, in more surfaces, more quickly after upload. When trust is low, your content gets tested with smaller audiences and needs to over-perform just to get basic distribution.

Trustscore makes this invisible system visible. It quantifies your channel's algorithmic trust into a single number, breaks it down by category, and shows you exactly where to improve. The creators who understand this system grow. The ones who don't keep guessing.

High trust (75+)

Algorithm actively promotes your content

Medium trust (50–74)

Content gets tested but not pushed

Low trust (below 50)

Limited distribution, small test audiences

Trustscore dashboard screenshot

Your entire channel health,
one dashboard

Trustscore connects directly to your YouTube account via OAuth and pulls your real analytics data. In under 60 seconds, you get a complete breakdown of your channel's algorithmic health — no manual data entry, no CSV uploads, no guesswork.

  • Overall Trustscore with category breakdowns
  • Individual metric scores with explanations
  • Prioritized recommendation list
  • Historical tracking to measure improvement
  • Benchmark comparisons with similar channels
Analyze My Channel

Frequently asked questions

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