YouTube Competitor & Channel Analysis
We transcribe and analyze an entire YouTube channel to flag reputation risks, check claims and score brand safety.
What you get
- Reputation Risk Scan
AI analysis of every statement for possibly controversial, offensive, or cancel-worthy content. Risk-scored with severity ratings and full context.
- Accuracy Audit
Fact-check the verifiable claims across the agreed catalog. Cross-referenced against reliable sources with supporting evidence.
- Consistency Analysis
Detect contradictions across the catalog. Find where they said one thing in 2021 but the opposite in 2024, with paired timestamps.
- Brand Safety Score
Complete brand-safety assessment across language, topics, controversy, and audience sentiment. A clean bill of health for sponsor-ready creators.
- Timestamped Evidence
Every finding links directly to the exact moment in the video. Click a flagged statement and watch the embedded player jump to that second.
- Our Own Transcription
Transcription runs on our own hardware with NVIDIA's Parakeet speech model. The analysis passes use commercial AI models through their APIs; we tell you which providers handle the transcripts before work starts.
How it works
- Step 1Channel Ingestion
We list every public video in the agreed catalog (uploads, livestreams, shorts), and the report names each video it covers.
- Step 2Transcription & Analysis
Every video is transcribed on our own hardware. Multiple analysis passes flag risks, errors, contradictions, and safety concerns.
- Step 3Verification & Scoring
Flagged content is verified for context and severity. Each finding is scored, categorized, and linked to its exact video timestamp.
- Step 4Interactive Report
You receive a report with clickable timestamps. Jump directly to any flagged moment in an embedded video player. Full context, zero guesswork.
Scope, methods and delivery
The problem we address
PR agencies and talent managers face an impossible task: vetting creators with thousands of hours of unreviewed content. A single controversial clip from 3 years ago can surface overnight and destroy a brand partnership. Manual auditing samples a fraction of the content. The back catalog is an unaudited time bomb, and it's your client's reputation on the line.
Our approach
We ingest every video on a channel, transcribe every word on our own hardware, and run multiple analysis passes across the full catalog. Controversial statements, factual errors, self-contradictions, and brand safety flags are identified with exact timestamps and direct links to the moment in the video. Click a flagged quote, and the embedded player jumps to that exact second.
Why YouTube is the underused signal
YouTube is one of the biggest places people search and listen to podcasts, and it is cited more and more often in Google AI Overviews.
It's also where your competitors and category leaders publish their longest, most candid, most strategically-revealing content:
- Interviews where founders explain their roadmap
- Demo videos that expose pricing structure
- Customer-case-study videos that name accounts
Most companies don't monitor it because no off-the-shelf tool surfaces the right signal at the right depth.
The channel audit
The standard engagement is an audit of a channel's catalog for reputation risk, factual claims, contradictions and brand safety. Before work starts we agree which public uploads, livestreams and Shorts are included, and confirm the price and delivery date. The deliverable is an audit report with flagged statements, severity ratings, context and timestamped links, separating the creator's statements from guests and co-hosts.
Ongoing monitoring (scoped separately)
If you need continuing coverage rather than a one-time audit, we monitor a configurable set of channels:
- Direct competitors
- Category-leader thought-leadership channels
- Key influencers in your space
- Customer-side voices: review channels, technical reviewers, vertical-specific commentators
For each channel we track upload velocity, topic shifts, audience engagement, and comment sentiment. For specific high-value videos we transcribe, summarize, and extract claims worth flagging — pricing mentions, product roadmap reveals, customer references, competitive positioning statements.
Monitoring is quoted separately from the audit. Its delivery is a monthly briefing with:
- Top 10-15 videos from tracked channels ranked by strategic relevance
- Topic-shift map showing themes gaining or losing share-of-voice over rolling 90-day windows
- Transcribed summaries of high-priority videos with timestamped clips
- Audience-sentiment analysis from comment patterns
- Forward-looking section flagging emerging topics worth your attention
Alerts fire within 24 hours on high-priority developments — a competitor founder doing a major podcast appearance, a viral video about your category, a critical review of your product or a competitor's.
Where this fits
YouTube content intelligence fits:
- B2B SaaS where founders and product leaders publish to YouTube
- Consumer brands where review channels drive purchase decisions
- Professional services where podcasting is the marketing surface
- Any category where thought leadership lives on long-form video rather than short-form social
It doesn't fit niches where YouTube presence is thin or where competitors don't publish video content meaningfully — we'll tell you that on the scoping call.
YouTube Content Intelligence questions
What is YouTube content intelligence?
How long does it take to analyze a full channel?
What about videos without captions?
Can you tell who said what in a conversation?
Who uses this service?
Related
Public sources we use: FTC Endorsement Guides, Speech recognition (Wikipedia), YouTube (Wikipedia).
Audit your content before someone else does
Whether you're a creator protecting your career, a manager vetting talent, or a brand evaluating a partnership. We read every word so you don't have to.