Find a brand channel’s content opportunities

A brand channel’s observed activity, YouTube search results and viewer questions, read together to identify specific content opportunities.

Steps

At most, per call

Read the channel's observed baseline, a live YouTube topic search and public comments from selected videos. Turn the distinct evidence into channel-specific opportunities without treating comments or search order as measured market demand.

Before this job

The brand's account is already collected, or the account-collection playbook is completed first.
Brand reports require the actual brand key and its account association; an account ID alone is not a brand key.

Step 1: Check the brand and available data
Read the current coverage, resolve the brand and keep accounts known only through organic posts. Use the returned brand key and the platforms actually collected.
- Adspy.sh ad and organic coverageAdspy.shFree
- Find brands in Adspy.shAdspy.sh$0.001
Step 2: Read the channel baseline
Use the collected channel's observed activity and coverage before judging gaps.
- Adspy.sh brand organic social reportAdspy.sh$0.12
- Adspy.sh organic brand postsAdspy.sh$0.02
Step 3: Read YouTube topic results
Retain the chosen query and locale. This is a search result sample, not measured search volume.
- YouTube search resultsDataForSEO$0.006
Step 4: Read viewer questions
Use actual video URLs from the results, one comment page each. Keep missing or unavailable comments explicit.
- YouTube video commentsScrapeCreators · two selected videos$0.0038

Cost of the example

At most $0.16one run

One brand lookup and report, 10 YouTube posts, one YouTube search result page and the first comment page of two selected videos. Uses an already-collected channel.

Give this to your agent

Use my connected Agentik MCP server for this job: youtube channel opportunities.

Find content opportunities for my brand's YouTube channel. Read its social report and up to 10 collected YouTube posts. Search one audience topic with my country and language, then read the first comment page of two actual returned videos. AdSpy's activity sample, a search result page and viewer comments are different populations. Keep them separate and propose specific episodes or improvements tied to the available evidence. Do not present search ranking as keyword volume, comments as a representative survey, or absent comments as zero interest.

Use these Agentik tools for the written steps: adspy/get-context, adspy/search-brands, adspy/get-brand-social, adspy/list-social-posts, dataforseo/youtube-search, scrapecreators/get-v1-youtube-video-comments. Reuse identifiers from actual earlier results, never the illustrative page inputs. When collection is needed, quote it separately and wait for my approval. Use the account-collection playbook. Do not invent a handle, move an account attached to another brand, or treat a waiting job as failed.

Keep platform, period, observation dates, coverage, sample size, denominator, uncertainty and source links. Preserve the provider's no_clear_gap and insufficient-data conclusions. Do not infer spend, reach, conversions, ROAS or causal performance from public posts.

Before running anything, inspect each tool with inspect_tool, ask me for any input you don’t have instead of inventing it, and tell me the total price. Wait for my go. At the end, tell me what Agentik charged.

3 providers, one connection

What you get

A channel-specific opportunity map with cited questions.

You provide

Brand and channel
Audience topic, country and language
The content question or planned series

Your agent returns

The channel's observed baseline and missing coverage
Live topic-search examples with locale
Viewer questions cited to their source videos
Specific opportunities separated from unmeasured demand assumptions

Your sourced briefExample layout

Coverage and observation dates
Evidence and source posts
Findings with uncertainty
Proposed next steps

Placeholders. Your rows come from your run.

Each provider does one part

No single provider covers this job. Your agent calls each one for its part, from one connection.

Good to know

These are observed public posts. Missing counts stay unknown; rounded counts and incomplete history stay labelled.
TikTok and YouTube engagement is per view; Instagram engagement is per follower. Keep those bases separate.
Suspected paid-reach posts are shown separately and excluded from the organic figures as the provider reports them.
Post tags may come from video, a cover and caption, or a linked ad. Keep that provenance and do not invent a missing transcript.

When to use something else

For private reach, conversions or paid account performance, use your connected account's reporting tools. Public posts provide a different and incomplete set of observations.

Questions

What does the example cost?

At most $0.16 for the example described. New account collection and any larger volume are quoted separately. You pay the settled usage; repeated or included items can cost less.

Are AI tags billed separately?

No. Available post tags are included with the post. A missing analysis stays missing, and a cover-based analysis is identified as such.

Can the result prove business performance?

No. Public engagement, posting activity and creative reuse are observed signals. They do not establish spend, conversions, profitability or causal lift.

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