Media Kit & Go-to-Market · May 2026
Media-Agency CEOs Digital Heads Planners & AdOps Brand Marketing Leads

Take back the
YouTube budget.

DeepContext Video is Eskimi's YouTube planning, buying and learning platform. Built on top of DV360 — not parallel to it. Real per-market reach planning, AI-curated targeting blueprints, in-flight A/B testing across universes, interactive proposals you can share with the brand.

155
Countries with localised CPM rates
+67%
View rate · High Attention vs Broad
−44%
CPCV · TAAGA Bangladesh A/B

What the platform is

A working YouTube platform — not a deck or a managed service.

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 and runs A/B tests across reach universes in flight. Nine modules, one workflow.

The platform at a glance

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: 47 live briefs across MENA, Africa, APAC, EMEA, USA. Real brands (Samsung, Mediacom-managed FMCG, WPP-managed Lilly & Lindt, OMD-managed Hochland, Almette, Mazda, Ikea, Erste, L'Oréal/Kiehl's, Pink Soup Festival x6 markets).

How agencies use it: Run on Eskimi's DV360 seat (full managed) or yours (self-serve with our platform layer).

Reach Universe Planning

Per-market inventory analysis. Three universes per country (Total, Quality, High Attention). Real CPM ranges. Language & sentiment distribution. Content category breakdown.

Campaign Briefs AI workflow

Free-text brief → AI extracts intent → scores 500+ videos → returns a curated blueprint. Multi-market in one workflow. Daily auto-expansion against new uploads.

SDF Builder Large-reach

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).

Discovery + Creators Long-tail

AI keyword expansion. Per-creator deep-dive with predicted age + gender. Similar-creator graphs. Local-market creator surfacing (down to 3K-subscriber channels).

GenZ Pulse Shorts-first

Separate universe for Shorts-led campaigns. 12 youth-centric categories (Comedy, Gaming Clips, ASMR, Challenges...). Virality + velocity scoring. Trending Now filters.

Proposals Client-facing

PIN-protected interactive proposal links. Client clicks through markets, channels, brand-safety detail. Requests changes or accepts. AdOps gets email on accept.

Performance & Reporting In-flight learning

Daily DV360 report ingestion. Per-video uplift. z-test statistical significance. Incident detection (Optimised Targeting drift, brand-unsafe drift). Real-time A/B across universes.

Strategy & Reach Channels Curation

Manual channel curation, custom brand-safety rules per agency, content origin filtering (local / regional / international), 90-day auto-prune.


How it works · interactive

Five steps. Click each.

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.

1 Brief
2 Blueprint
3 Push to DV360
4 Share proposal
5 Optimise live

Type the brief. The AI does the rest.

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 47 briefs running on the platform today started as.

video.eskimi.com/campaign-briefs/new
Campaign Brief
Samsung Z-Fold launch · KSA + UAE · tech reviewers + foldables enthusiasts · 18-44 · exclude kids content + Samsung's own channels
Markets
🇸🇦 Saudi Arabia · 🇦🇪 UAE
Budget · Currency · Duration
$45,000 · USD · 3 weeks
▸ AI Status: Extracting intent · Generating queries · Scanning candidates

Get a scored blueprint in minutes.

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 today's UAE Samsung Fold brief: 1,100 videos found, 400 relevant (5,432 API units used).

video.eskimi.com/briefs/samsung-fold-uae
SAMSUNG FOLD UAE · BLUEPRINT v3 · 400 relevant● Completed
Relevance threshold ≥ 65
📱 MKBHD (Marques Brownlee)96
📱 Mrwhosetheboss94
📱 Unbox Therapy91
🇦🇪 GMS Mobile UAE87
🇦🇪 TechAhmed85
+ 394 more (5,432 API units used)...

Push directly to DV360.

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 the Pink Soup Festival campaign across 5 EU markets off 9 brand-unsafe news channels.

DV360 · Ad Group: SamFold_MEAA_HighAttention
Targeting Push Result
✓ 400 channels added · 1,847 videos added
Optimised Targeting: OFF · Audience Expansion: OFF
Brand channels auto-excluded3
Non-Arabic/English filtered146
Kids content excluded0
Final inventory pushed2,098

Share an interactive proposal with the brand.

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.

video.eskimi.com/shared/samsung-fold-uae/p?pin=••••
📨 Samsung UAE · Proposal v3 · Awaiting client review
🇦🇪 Top languagesEnglish 46% · Arabic 16% · Hindi 15%
Top categoriesTech, Vlogs, Entertainment
Local creators87
Brand suitability94%
Estimated reach1.4M unique
Estimated CPM (mid)$4.00
Accept
Request changes

Optimise while the campaign is live.

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.

video.eskimi.com/performance/samsung-fold-uae
Day 4 · A/B Universe Performance
High Attention · VTR31.2%
Quality Universe · VTR24.6%
Total Universe · VTR18.4%
✓ Statistically significant (p < 0.01)
High Attention beating Broad by +69% on VTR · Suggest reallocating 40% of Broad budget.
Market data · real, from the platform

Click a market. Real inventory. Real CPMs.

These are the actual numbers pulled from video.eskimi.com/reach-universe on 22 May 2026. Not estimates. Not desk-research averages. The platform's live data.

🇸🇦 Saudi Arabia
$3.50 mid CPM
🇦🇪 UAE
$4.00 mid CPM
155 countries available
With localised CPM rates ranging from $0.50 (Afghanistan) to $11.00 (US). MENA pricing band: $2.45 – $7.20 depending on universe and market depth.
Live Media Plan Calculator

Drag the sliders. Get a real plan.

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.

Configure the campaign

Estimated reach
5.7M unique viewers
Impressions
7.1M
Avg frequency
1.2×
eCPM
$3.50
Predicted VTR
25.2%
Completed views
1.8M
CPCV
$0.014
Model uses live per-market CPM range from the Reach Universe planner (KSA $2.45–$6.30 · UAE $2.80–$7.20). Conservative win-rate assumption (10%). Adjust the universe to see how High Attention reduces CPCV at slightly lower reach.
A/B Universe Simulator

Split the budget. Pick the winner.

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 live TAAGA Bangladesh A/B test (Mar 2026).

Campaign setup

Sliding right = more budget to High Attention. Left = more to Total / Broad.

Recommendation

Winning universe today
High Attention
+67% VTR vs Broad · −44% CPCV · Statistically significant (p < 0.01)

The platform suggests reallocation mid-flight — based on live data, not the post-mortem.

Metric
Total Universe
Quality Universe
High Attention
Budget allocationbased on slider
$6,000
$9,000
$15,000
View Rate (VTR)calibrated to TAAGA
18.9%
25.2%
31.6%
CPCVcost per completed view
$0.0070
$0.0054
$0.0040
Avg watch timeseconds
18.2s
20.1s
21.7s
Interactive Battlecard

Click a competitor. See exactly why we win.

Four real competitors. Sourced from agency conversations our team had this quarter — not desk research.

DeepContext Video
Us
Channel Factory
Contextual specialist
YouTube Select
Google native
Silverpush
Audio + context
Pixability
Platform
Filterable Feature Explorer

Eleven capabilities no contextual vendor has shipped.

Filter by what matters to you: brand safety, AI, reporting, DV360 integration, multi-tenant. Every feature below is live in production today.

Proof points

What live campaigns look like.

Two ways we change the math: lifting completion rates against broad targeting, and removing brand-safety incidents that DV360 alone couldn't.

TAAGA · Mediacom Bangladesh · March 2026

+67% view rate. −44% CPCV. Day 1.

🇧🇩 Bangladesh · Female 18+ · $300 split A/B
31.6%
VTR (vs 18.9%)
21.7s
Watch time (vs 18.2s)
$0.004
CPCV (vs $0.007)

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.

Pink Soup Festival · Inspired Lithuania · Apr–May 2026

Zero impressions on 9 brand-unsafe channels.

🇩🇪 🇵🇱 🇱🇻 🇱🇹 🇳🇱 — €19,214 cross-EU travel
0
unsafe impressions
−88%
news category share
5
markets cleaned

Initial DV360 run with Optimised Targeting ON caught 9 high-profile news/politics channels including Al Jazeera, GBNews, Telewizja Republika. After v11 SDF re-upload with Reach Universe curation, zero impressions across all 5 markets.

Samsung · WPP Kenya · March 2026 (live)

3-way A/B across all reach universes.

🇰🇪 Kenya · $500 budget · 18+ M&F · Skippable + Bumper
50.1K
Quality videos
15.8K
High Attention
81.3K
Total Universe

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.

WPP Serbia · Lilly · May 2026

"All channels brand safe. Retention up."

🇷🇸 Serbia · Pharma — contextual + retention focus
Retention vs broad
100%
Brand-safe channels
Live
Lumen pending

"Thanks for the report — results are good. We're already seeing better retention on videos. All channels are brand safe and good." — WPP Media Director, Serbia (May 2026, translated)

Configure a Pilot

Build your 30-day pilot. See what you'll get.

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.

Your pilot scope

Agency
Brand
Market
Duration30 days
Budget$15,000
A/B splitTotal · Quality · High Attention
Optimisation targetCompletion rate
DV360 seatEskimi-managed
Estimated reach~3.4M unique
Expected uplift (vs broad)+45–67% VTR · −30–44% CPCV
Founder accessDirect line to the founder & product lead
OnboardingKickoff within 7 days
Send my scope · Book the kickoff →