How it works
From mention to monetized description.
Five secure stages handle the research pass while you retain control of every link, disclosure, and publishing decision.
Five-stage workflow
What happens after you add a video.
Each stage preserves the source evidence while moving from transcript text to description copy you have reviewed yourself.
Bring text
Paste a transcript, upload TXT/SRT/VTT subtitles, or fetch a timecoded caption track from a YouTube URL.
Classify
The model extracts brands and labels each mention positive, possible (review), negative, or incidental—with the quote and reasoning visible.
Matching
Mentions are checked against AffiliateDataset. Exact, strong, and verify tiers show how much confidence to place in a match; only an explicit positive recommendation can become description-link eligible.
Add your link
A program page is only an application opportunity. The draft accepts the personal tracking URL issued to the creator after approval.
Approve & copy
The creator reviews context, disclosure, and YouTube’s paid-promotion setting before the copy button unlocks. Nothing is auto-published.
Details
The parts worth knowing.
Why timecodes?
A mention only matters in context. Pinning each brand to the second it was said lets you verify the recommendation in one click before you ever add a link.
How does match quality work?
Matching is whole-word, not substring—so “Atom” never matches “Atoms.” Exact and strong matches can accept an approved tracking URL. A “verify” match remains blocked until it can be confirmed.
Affiliate disclosure
Every draft includes a prominent plain-language affiliate disclosure. It is a starting point, not legal advice; creators must confirm what their specific endorsement and brand relationship require.
Does it edit my YouTube description?
No. The MVP is intentionally copy-only. It does not connect to a YouTube account, overwrite metadata, or publish anything on a creator’s behalf.
Where do the keys live?
In environment variables, read only on the server. The browser never sees them. Successful fetched transcripts and model extraction results may be cached to avoid repeat upstream charges, and pseudonymous usage records enforce quotas. See the privacy notice for processors and retention details.
Creator field guides
Put the workflow to work.
Start with a back-catalog plan, or go straight to the transcript technique for locating a product inside a long video.
Find affiliate programs for products in old videos
Prioritize evergreen uploads, verify recommendations, and add only approved tracking links.
Read the guide →Transcript field guideFind the exact timestamp of a product mention
Search manually or extract candidate moments while preserving the surrounding context.
Read the guide →