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Video Analysis

Score your video. Hear your audience. One report.

EnhanceTube reads your video and every comment on it. You get a score on the hook, SEO, delivery, structure, and engagement, plus a clear breakdown of what viewers actually said. Two analyses, one decision.

Free to get started. Both analyses run on the same video. No extra setup.

Video Analysis

Insights + audience, one report

Ready
12:48

How I cut my edit time in half with AI workflows

1,284 commentsv3 of 3

Overall

82/100

Video scores

86
Hook
72
SEO
91
Delivery

Audience sentiment

Positive72%
Neutral18%
Negative10%

Top recommendation

High impact

Tighten the middle section by 40 seconds. Pacing critique appears in 94 comments and aligns with the drop in retention.

PacingEasy fixFrom comments + insights
Hook, SEO, and delivery scored
Sentiment across every comment
Prioritized recommendations
Versioned, side by side

How it works

From upload to action list in four steps

No spreadsheets, no scrolling through thousands of comments. Pick a video, run the analysis, and read both views in one place.

Step 1

Pick a video to analyze

Choose any video from your connected channel. We pull the title, description, transcript, and comments automatically.

Step 2

AI runs the two analyses

One pass scores the video itself across hook, SEO, delivery, structure, and engagement. A second pass reads every comment.

Step 3

Read both views side by side

See your scores, the audience sentiment, the top liked and top critic comments, and a prioritized fix list in one place.

Step 4

Apply the fixes and rerun

Make changes to the title, thumbnail, or content strategy and run a new version. Track score improvements across runs.

Two views, one tool

Everything you need to diagnose a video

The video pass tells you what the AI sees. The comment pass tells you what your audience felt. Together, they tell you what to do next.

Five-axis video scoring

Hook performance, SEO and keywords, delivery quality, content structure, and engagement. Each one gets a score and a written breakdown.

Title, thumbnail, keyword ideas

Ready to paste suggestions for new titles, thumbnail concepts, and keyword sets, all grounded in the actual video content.

Comment sentiment breakdown

Positive, neutral, and negative split across every comment, plus the top feedback types ranked by frequency.

Top liked and top critic comments

The fans worth replying to and the critics worth listening to. Surfaced automatically so you do not have to scroll.

Prioritized recommendations

Every suggestion tagged by priority, impact, and difficulty. Ship the high impact, low effort fixes first.

Versioned analyses

Run again after edits and compare versions. See whether your hook score moved after you re cut the intro.

Insights tab

Score the hook, the SEO, the delivery

Five dimensions, every one with a written breakdown. You stop guessing about whether the intro lands, whether the title is optimized, whether your pacing is keeping people watching.

  • Hook performance scored on retention, framing, and the first 15 seconds
  • SEO breakdown with title, description, and keyword coverage
  • Delivery quality rated on pacing, clarity, and energy
  • Content structure mapped to intro, body, and payoff
  • Engagement signals scored against your channel baseline

Insights tab

Five axis video scoring

Version 3

Hook Performance

86

SEO & Keywords

72

Delivery Quality

91

Content Structure

78

Engagement

83

Improvement

Reframe the hook around the cost saved. Lead with the result, not the process.

Feedback & Critique tab

1,284 comments analyzed

Live

72%

Positive

18%

Neutral

10%

Negative

Top feedback types

Appreciationpositive412
Topic requestsneutral247
Tutorial questionsneutral168
Pacing critiquenegative94
Top liked1,247

The first 20 seconds was the cleanest hook you have ever shipped. Re watching just for that segment.

@sandraflux

Top critic318

Loved the topic but the middle section dragged. Would have hit harder at half the length.

@devmark

Feedback & Critique tab

Read every comment without reading them

The comment thread is signal. EnhanceTube parses sentiment, types of feedback, and the standout comments worth your attention, so you walk away with the audience perspective in five minutes.

  • Positive, neutral, and negative split across every comment
  • Top feedback types ranked by frequency and sentiment
  • Top liked comment surfaced for the fans worth replying to
  • Top critic comment surfaced so the loudest concern is not missed
  • Volume metrics across hundreds or thousands of comments at once

The action list

Recommendations you can actually ship

Every suggestion combines what the AI scored on the video with what viewers wrote in the comments. You see priority, impact, and difficulty side by side, so you spend the next hour on the change that matters most.

  • Priority tag on every suggestion so you know what to fix first
  • Impact and difficulty so high impact, low effort fixes float up
  • Category labels for title, thumbnail, SEO, pacing, and content
  • Pulled from both the video analysis and the comment analysis
  • Carries across versions so you track improvements run over run

Smart recommendations

Ranked by priority and impact

From both passes

Tighten the middle section by 40 seconds

high
high impacteasyPacing
Comment analysis

Add a thumbnail variant with a clearer face crop

high
high impactmediumThumbnail
Video analysis

Reference the top requested follow up topic in your outro

medium
medium impacteasyContent
Comment analysis

Add the keyword phrase into the first description line

medium
medium impacteasySEO
Video analysis

12 recommendations total across this version

Sorted automatically

Why EnhanceTube

Watching it back vs. analyzing it

Self critique works, until your channel grows past the point where you can rewatch every video and read every comment. EnhanceTube does both for you in minutes.

Capability
Manual review
EnhanceTube
Score the hook in the first 15 seconds
Generate fresh title and thumbnail ideas
Summarize sentiment across every comment
Find the top liked and top critic comments
Rank each fix by priority and impact
Track score changes across multiple versions

Use cases

Built for the way creators learn from their videos

Whether you ship weekly or run a long form series, video analysis turns every upload into a feedback loop you can act on.

Self review before you ship

Run an analysis on an unlisted upload. Catch a weak hook, a misaligned title, or a thin description before your audience ever sees it.

Post launch retrospective

Two weeks after a video lands, see what worked and what your audience asked for. Carry those signals into the next upload.

Series consistency check

Analyze your last three videos in a series. Find out if the format is getting tighter or if pacing is slipping episode over episode.

Diagnose an underperformer

A video that flopped is full of signal. Score it, read the comments, and pinpoint whether the issue was the hook, the title, or the topic.

FAQs

Questions, answered

Everything to know before you run your first analysis.

What does the video analysis actually look at?

Five dimensions: hook performance, SEO and keywords, delivery quality, content structure, and engagement. Each one gets a score from 0 to 100 with a written explanation, two improvements, and two next steps you can take.

How is the comment analysis different from a basic sentiment check?

Beyond positive, neutral, and negative percentages, EnhanceTube groups comments into feedback types, surfaces the top liked and top critic comments, and generates prioritized recommendations tagged by impact and difficulty.

How long does an analysis take?

Most analyses finish in a few minutes. Longer videos and videos with thousands of comments take a bit more time. You will see a processing state while it runs and a notification when it is ready.

Can I rerun the analysis after I make edits?

Yes. Every analysis is versioned. Update the title, refresh the thumbnail, or add chapter markers, then run a new analysis to see how your scores move. All previous versions stay accessible.

Does it need a transcript?

We use the YouTube transcript when one is available. If it is missing, we still analyze the title, description, metadata, and comments. Engagement and SEO scoring work in both cases.

Whose comments do you analyze?

Only the public comments on the video you choose, from the channel connected to your EnhanceTube account. We do not store private data and we do not analyze comments you did not ask us to.

Still curious? Talk to our team.

Score your next video before YouTube does.

Run the analysis on your latest upload and ship the highest impact fix today. Two AI passes, one decision, zero guesswork.