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Every item is live in production — not roadmap. Figures are platform-measured (Lumen attention is third-party). Examples throughout this kit are anonymised to industry only.
DeepContext Video is a multi-tenant SaaS platform agencies and brands log into. It plans YouTube reach per market, AI-generates targeting blueprints from a brief, pushes them to DV360, ingests reports daily, measures real attention and runs A/B tests across reach universes in flight. One workflow, end to end.
Live URL: video.eskimi.com
Access model: Multi-tenant (agency · brand · brief). Each brand sees only what's assigned to them. White-label ready.
What it replaces: Channel Factory's Excel reports, manual SDF list-building, post-campaign-only reporting, broad-targeting waste.
Operating today: 65+ live briefs across MENA, Africa, APAC and EMEA — and growing weekly. Live campaigns span consumer electronics, FMCG & personal care, pharmacy & drugstore retail, confectionery, automotive, telco, banking, apparel, tourism boards and energy drinks — run for global agency networks and independents alike.
Naming note: DeepContext Video (video.eskimi.com) is the YouTube platform described here. Eskimi DeepContext is our separate web-inventory contextual layer for DSP display campaigns — ask us about both.
How agencies use it: Run on Eskimi's DV360 seat (full managed) or yours (self-serve with our platform layer).
Per-market inventory analysis. Three universes per country (Total, Quality, High Attention). Real CPM ranges. Language & sentiment distribution. Now adds the attention & message-absorption matrix, channel-size distribution and a ranked top-channels list.
Free-text brief → AI extracts intent → scores 500+ videos → returns a curated blueprint. Multi-market in one workflow. Daily auto-expansion against new uploads.
Channel-level targeting for $500+/day campaigns. 80K+ pre-scanned channels with brand-safety presets, language filters, category labels, manual overrides. Quota-free (cached data).
AI keyword expansion. Per-creator deep-dive with predicted age + gender. Similar-creator graphs. Local-market creator surfacing (down to 3K-subscriber channels).
Separate universe for Shorts-led campaigns. 12 youth-centric categories (Comedy, Gaming Clips, ASMR, Challenges...). Virality + velocity scoring. Trending Now filters.
PIN-protected interactive proposal links. Client clicks through markets, channels, brand-safety detail. Requests changes or accepts. AdOps gets email on accept.
IAB viewability, 25/50/75/100% completion funnel, unique reach & frequency, TrueView earned actions, device/hour/city splits and inferred age/gender — all flowing to the PIN-gated client share link across four tabs.
Independent third-party attention measurement ingested into reporting: attentive seconds, APM, attention funnel and per-format norms vs Lumen benchmarks. Surfaces the contextual attention uplift automatically (one A/B: +84% APM).
Algorithmic CPM/CPV optimiser. Reads a live DV360 campaign, finds the cheapest dayparts, devices, regions, channels and categories, and recommends exclusion bands with exact CPM lift and view-rate trade-off before you act.
Aggregated optimised-vs-broad A/B across every campaign, auto-synced from DV360 with format-contamination detection and statistical significance. Blended result today: −35% CPM and −35% CPCV for contextual.
Manual channel curation, custom brand-safety rules per agency, content origin filtering (local / regional / international), 90-day auto-prune.
From a planner typing a brief on Monday morning to a curated proposal landing in the brand's inbox the same day. Five interactive screens.
Planner writes a natural-language brief — campaign, geo, audience, exclusions. No spreadsheets, no manual keyword research.
AI extracts intent in seconds: semantic embeddings, search queries, multi-market discovery against 80,000+ pre-scanned channels.
Real flow shown — this is exactly what the 65+ briefs running on the platform today started as.
Top candidates ranked by semantic + freshness + sentiment + audience-fit signals. Each channel comes with predicted demographics, language confidence, brand-safety score, multi-category labels.
Adjust the relevance threshold with a slider. Channel count updates live. Brand-channel auto-exclusion + per-market language filter applied by default.
Real numbers from a live UAE consumer-electronics brief: 1,100 videos found, 400 relevant (5,432 API units used).
One-click via our Chrome extension. SDF builder runs the export — Optimised Targeting OFF + Audience Expansion OFF by default. The most common cause of brand-safety incidents is removed at the source.
Or download a clean SDF file if your trading desk prefers manual. Your DV360 seat or ours.
This same workflow kept a cross-EU tourism campaign across 5 markets off 9 brand-unsafe news channels.
Generate a public link with a PIN code. The client clicks through markets, sees the actual channels, reviews brand-safety detail, requests changes or accepts. You get notified by email.
This is the transparency layer Channel Factory doesn't have. No Excel attachments arriving three days after the pitch.
View-only or interactive modes. Revoke the link anytime.
Daily DV360 reports stream into the reporting tool. Per-video uplift. z-test statistical significance. Incident detection flags drift in real time.
Test High Attention vs Quality vs Broad as parallel line items — see which one is winning today, not after the campaign closes.
No other contextual vendor has in-flight A/B testing across reach universes.
These are the actual numbers from video.eskimi.com/reach-universe, re-verified live on 17 June 2026. Not estimates. Not desk-research averages. The platform's live data.
Powered by the same per-market CPM rate-card the planner uses inside the platform. Move the budget slider, pick a universe — reach, frequency and predicted VTR update live.
This runs natively inside the platform during every Reach Universe campaign. Drag the split — see how Total / Quality / High Attention compete on the KPI you care about. Calibrated to a live Bangladesh apparel-brand A/B test (Mar 2026).
The platform suggests reallocation mid-flight — based on live data, not the post-mortem.
Four real competitors. Sourced from agency conversations our team had this quarter — not desk research.
Filter by what matters to you: brand safety, AI, reporting, DV360 integration, multi-tenant. Items marked New shipped this month. Every feature below is live in production today.
Two ways we change the math: lifting completion rates against broad targeting, and removing brand-safety incidents that DV360 alone couldn't.
Same ad, same audience. High Attention curated channels beat broad targeting on every metric on day one. The signal was strong enough to reallocate budget mid-flight.
Initial DV360 run with Optimised Targeting ON caught 9 high-profile news/politics channels. After an SDF re-upload with Reach Universe curation, zero impressions across all 5 markets.
First three-universe parallel test in market. Same creative, three line items, statistically-significant uplift dashboard available daily. The blueprint for how every Reach Universe campaign now runs.
"Thanks for the report — results are good. We're already seeing better retention on videos. All channels are brand safe and good." — Media Director, global network (Serbia, May 2026, translated)
Tournament weeks multiply attention — and risk. Match-adjacent content explodes, news and politics inventory spikes, CPMs move daily. DeepContext Video gives planners a World Cup workflow that works in-flight, so starting mid-tournament still beats broad targeting from day one. Football blueprints are already live on the platform across multiple markets — energy drinks, FMCG, telco and personal-care brands are buying tournament content right now.
AI-curated channel and video blueprints around match content, fan reactions, highlights and football culture — scanned, scored and pushed to DV360 in days, not weeks. Multi-market in one brief, refreshed daily as new tournament content uploads.
Optimised Targeting OFF by default plus curated reach universes keep your brand on the football and off the headlines — the same mechanism that delivered zero impressions on 9 brand-unsafe news channels across 5 markets.
Budget reallocates to the winning universe between rounds — not in a post-mortem after the final. High Attention vs Quality vs Broad run as parallel line items with statistically-significant uplift flagged daily.
Football inventory is high-attention by nature — now you can prove it. Lumen attention sits on every report and client share link, so you can show the brand real eyes-on-screen against benchmark, and the attention lift contextual delivered over broad.
Tournament CPMs move daily. Bidshift reads the live campaign and flags the cheapest dayparts, devices and regions to lean into — so the budget stretches further exactly when inventory is most contested.
No annual subscription, no procurement cycle. One brand, one market, four weeks. Fill in the form — the right column updates live with scope, deliverables, expected uplift.