Shopcue starts from one public Shopify product page, studies public TikTok, Instagram Reels, and YouTube Shorts evidence around it, and keeps Content, Creators, Competitors, Recreate, and Memory inside the same research Agent.
Illustrative source clip framesThe global product stays a quiet Dashboard with New Agent, recent Agents, View all, Settings, search, and provider status. Research modes appear only after opening a product.
See recent Agents, latest successful run, next run, provider health, new patterns, creator changes, competitor moves, and research that needs review.
Normalize and cluster public videos by Hook, angle, mechanism, proof, format, CTA, sound, creator adoption, and lifecycle—always through the current product lens.
Compare public performance against each creator's own baseline, detect repeat outliers, show hit concentration, and bind every candidate to relevant product patterns.
Seed explicit public competitor product pages, then trace content coverage and change across products, videos, creators, hooks, proof, offers, platforms, and time.
Freeze a source Pattern and current Product Fingerprint, generate three original directions, run product-truth and rights checks, and optionally request a 9:16 draft.
Keep runs, evidence versions, saves, rejections, creator tracking, competitor seeds, generation lineage, failures, and lifecycle changes in one append-only research history.
Runs are queued, leased, retried, and preserved. Each platform can fail independently. A failed refresh never deletes previous evidence or pretends that a stale result is new.
Extract public product facts and wait for the user to confirm claims, use cases, audience, and search terms.
Query configured public-content providers independently by platform and record exact coverage.
Reject unsupported fields, deduplicate canonical content, and preserve observation time.
Group related hooks and mechanisms into stable Pattern versions across creators and platforms.
Calculate lifecycle, outlier, quality, product fit, saturation, and confidence from inspectable inputs.
Surface opportunities and Delta without erasing older evidence when the latest run fails.
Shopcue does not output “viral probability.” It calculates evidence grades from versioned public observations and explains why one opportunity ranks above another.
Reach relative to creator baseline, velocity, freshness, and independent adoption.
Repeat outlier rate, engagement quality, hit concentration, and pattern consistency.
New, rising, evergreen, fading, or unproven from time-series evidence.
Lexical and structural overlap with verified product problems, outcomes, use cases, and audience.
Evidence count, creator diversity, platform diversity, freshness, and missing fields.
Shopcue stores normalized public evidence, product truth, user decisions, and lineage. Provider secrets and raw payloads stay out of browser records and Memory exports.
No TikTok Shop orders, attribution, ad automation, creator outreach, publishing, or guaranteed performance. Every unsupported provider and paid capability remains labeled.
| What Shopcue is | What Shopcue is not |
|---|---|
| Shopcue starts from one public Shopify product page, studies public TikTok, Instagram Reels, and YouTube Shorts evidence around it, and keeps Content, Creators, Competitors, Recreate, and Memory inside the same research Agent. | No TikTok Shop orders, attribution, ad automation, creator outreach, publishing, or guaranteed performance. |
| Every cue traces back to real outlier videos — the hook, the format, the creator baseline and the source URL. Not an invented AI number. | Shopcue tracks only product-matched public evidence. It does not provide private contact data, automated outreach, pricing, or Creator CRM. |
| A public Shopify product page defines the product, and a server-side public-content provider supplies research evidence. | Shopcue does not require Shopify Admin, TikTok Partner approval, ad-account access, customer PII, or manual CSV imports for the Shopcue MVP. |
| Unconfigured providers, failed runs and unavailable private metrics stay visible. The interface never claims success it didn't earn. | Shopcue reports source-level health and partial coverage instead of substituting demo records when a provider is unavailable. |
Research evidence is collected from public TikTok, Instagram Reels, and YouTube Shorts pages and profiles only. Private metrics such as spend, orders, ROAS, and audience demographics are never collected.
Official platform documentation