▶ YODA · YouTube Intelligence · From ICG

Your channel has subscribers.
It doesn't have patients.

YODA is ICG's proprietary YouTube intelligence platform. It tells a doctor — or an agency managing doctor channels — which video to make next, based on what actually drives consultation bookings.

TubeBuddy measures tags. VidIQ measures subscribers. YODA measures patients.

See YODA for your channel → vs TubeBuddy / VidIQ →

For doctors with YouTube channels · For agencies managing 5+ doctor channels · No standalone SaaS — managed via ICG

▶ YODA · Consultation attribution by video type

Anonymised client · Jun 2026 · 50+ doctor channels tracked

6.2

Consults / 100 views
(testimonial)

3.8

Consults / 100 views
(cost video)

0.9

Consults / 100 views
(explainer)

Consultation attribution by video type

Patient testimonial

6.2

Cost transparency

3.8

Procedure walkthrough

2.8

Doctor education

2.1

Condition explainer

0.9

YODA insight

Patient testimonial videos generate 6.9× more consultations per view than condition explainers — despite lower view counts. Optimise for consultation attribution, not views.

50+Doctor channels tracked

29+Analytics per channel

6.9×Consult uplift, right format

0Competitors on this metric

The problem

A doctor with 20,000 subscribers
and no attribution = a branding expense.

A YouTube channel with 2,000 subscribers and YODA attribution is a patient acquisition system. The difference isn't subscriber count — it's knowing which videos drive consultations and making more of those.

Most doctor YouTube channels produce condition explainer content because it gets views. YODA shows that patient testimonial content generates 6.9× more consultations per view — but far fewer views. Without YODA, every doctor optimises for the wrong video type, because the obvious metric (views) misleads them.

This is the question YODA exists to answer: which video should you make next, given what drives patients in your specialty?

YODA's architecture

Four layers of intelligence.
Most tools only have one.

Layer 1 · Content Intelligence

The standard YouTube metrics — accurately measured

Views, watch time, retention, CTR. Plus topic cluster mapping (which themes build authority vs which burn budget) and format analysis (Shorts vs long-form vs Lives — which converts, not which views).

Views, watch time, retention, CTR (accurate)
Topic cluster mapping by performance
Format analysis (Shorts / long / Lives)

Layer 2 · Audience Intelligence

Who is watching and what they're actually asking

Viewer demographics, subscriber vs non-subscriber behaviour. Prospect comment mining: comments showing booking intent ("how much does this cost?", "which clinic do you recommend?") — YODA flags these as hot leads, not just engagement.

Subscriber vs non-subscriber behaviour
Prospect comment mining (booking-intent signals)
Hot-lead flagging from comment threads

Layer 3 · Business Intelligence The YODA difference

Which videos drive consultations and revenue

Consultation attribution by video (via Beacon integration). Revenue attributed per video cluster. Channel ROI: total YouTube investment vs attributed patient revenue. Cohort analysis: fresh growth vs back-catalogue recycling.

Consultation attribution per video (Beacon-integrated)
Revenue attributed per video cluster
Channel ROI: total YT investment vs patient revenue
Cohort analysis: fresh vs back-catalogue

Layer 4 · Agency Intelligence

For ICG and licensed agency partners

Multi-channel dashboard: 50+ doctor channels in one view. White-label PDF reports. Cross-client benchmarking (how this channel performs vs ICG's healthcare YouTube average). Demand-gap alerts: topics patients search that the channel doesn't cover.

Multi-channel dashboard (50+ in one view)
White-label PDF reports
Cross-client benchmarking
Demand-gap alerts per channel

YODA capabilities

Six capabilities.
What YODA actually does.

Below are real YODA dashboard screenshots from the production platform. Each capability answers a different question about YouTube content performance and patient acquisition.

Capability 01 · Cluster Verdicts

Which content clusters work — and which don't

Every content cluster (Autoimmune, Foods & Superfoods, Thyroid, Nutrition, Sleep, Weight Loss, etc.) scored on Views, Views/Video, Retention, Loyalty, Contribution mode (Reach vs Calls), and a final Verdict (Grow / Optimise / Pause / Refine) with Confidence tag.

YODA Format Verdicts — Numericals, Explainer, Right Thing, Diet/Lifestyle, Myth Busting, Patient Story, Q&A/Live, Tips/Prevention

Capability 02 · Format Verdicts

Which video formats actually convert

Numericals, Explainer, Right Thing, Diet/Lifestyle, Myth Busting, Patient Story, Q&A/Live, Tips/Prevention — each format scored on the same Views, Retention, Loyalty, Contribution, and Verdict dimensions as Clusters. Tells you not just what topic to cover but how to package it.

Capability 03 · Topic × Format Matrix

The best topic-format intersection

Cross-maps every health topic against every video format. Each cell shows video count and Views/Video. Green = above channel average. Red = below. The decision colour-codes itself: Go ahead, Test (need more data), Stop. Targeting becomes a click, not a meeting.

YODA Topic × Format Matrix — long-form videos heatmap with go/test/stop colour codes

YODA Cohort Matrix — period-by-period views by when video was published, % of row total

Capability 04 · Cohort Matrix

Fresh growth vs back-catalogue recycling

Each period's traffic split by when the video that earned it was originally published. A high P1→P1 cell means fresh uploads carry you; a high P1→Older means your old library does. Tells you whether to publish more or optimise existing content.

Capability 05 · ROI by Topic Cluster

Compounding vs spiking content — measured

Same-month VPV vs 6-month VPV per cluster. High Compounding (videos that keep earning long after launch) = evergreen. Low = quick spike that fades. The 6-month VPV is what compounds into a patient acquisition engine; the same-month number is just the launch.

YODA ROI by Topic Cluster — Same-month VPV vs 6-month VPV with Compounding ratio

YODA Diagnostics — What's working / wrong / to optimise, plus 4 problem cards and Root Cause Analysis

Capability 06 · Diagnostics + Content Strategy

What's working · what's wrong · what to optimise

Channel-level Diagnostics surface the biggest topic by views, the weakest by CTR, and a four-card problem breakdown: Low Retention · Low Reach · Low Subscribers · Low Revenue. Root Cause Analysis splits by topic and by content type (Long-form vs Short) so the next content brief writes itself.

YODA continues to expand with new capabilities — Programming Actions (the monthly "next 3 videos" brief), Retitling Engine, Tag Optimisation, and AIO Readiness scoring. Available for ICG YouTube engagement clients and licensed channel partners.

vs the alternatives

YODA vs TubeBuddy, VidIQ, Social Blade.
Different question entirely.

Capability	TubeBuddy	VidIQ	Social Blade	YODA
Tag optimisation	✓	✓	✗	—
Subscriber & view tracking	✓	✓	✓	✓
Consultation attribution per video	✗	✗	✗	✓
Prospect comment mining	✗	✗	✗	✓
Multi-channel agency dashboard	Partial	Partial	✗	✓
Healthcare-specific benchmarks	✗	✗	✗	✓
AIO readiness scoring	✗	✗	✗	✓
Revenue attribution	✗	✗	✗	✓

YODA isn't a better TubeBuddy. It answers a completely different question. TubeBuddy: how to grow your channel. YODA: how to grow your practice.

Two ways to use YODA

For doctors and for agencies.
Same platform, two engagements.

For doctors + healthcare brands

Included in ICG's YouTube engagement

If ICG manages your YouTube marketing, YODA is included — not a separate purchase. Your account team uses YODA to decide which videos to script, shoot, and publish next, based on consultation attribution from your existing channel data.

YODA dashboard included in YouTube retainer
Monthly "next 3 videos to make" briefs based on data
Quarterly consultation attribution review
AIO readiness scoring on every video script

Discuss YouTube engagement →

Channel partner

For healthcare marketing agencies

YODA licensed to qualified agencies

If you're a marketing agency managing 5+ doctor YouTube channels, YODA is available as a licensed tool. White-label your reports. Benchmark your clients against ICG's 50-channel database. Position yourself as the agency that measures patients, not vanity views.

Multi-channel dashboard (5+ channels)
White-label PDF report generation
Benchmark vs ICG's 50-channel healthcare database
Partner onboarding + quarterly best-practice sync

Become a YODA partner →

Who YODA is for

Four audiences,
one common problem.

Each of these audiences has the same blind spot: their YouTube channel produces content but they can't tell which videos actually convert to consultations. YODA closes that loop.

Doctors with YouTube channels

Who want to know if their channel is generating patients or just subscribers — and which video to make next based on real conversion data.

Healthcare marketing agencies

Managing 5+ doctor YouTube channels. White-label reports. Benchmark clients against ICG's database. Position differently from generalist agencies.

Hospital marketing managers

Who need to justify YouTube investment to management with data that connects content to revenue, not engagement metrics.

IVF, dermatology, plastic surgery, hair transplant specialists

The four specialties with the highest YouTube patient-acquisition potential in India 2026. YODA's database has the deepest benchmarks for these.

FAQ

Questions about YODA.

YODA (YouTube Outcome and Demand Analytics) is ICG's proprietary YouTube intelligence platform. It tells doctors and healthcare marketing agencies which video to make next, based on which video types actually drive consultation bookings and patient revenue — not which get views or subscribers.

VidIQ and TubeBuddy are creator tools that optimise for views, subscribers, and tag rankings. YODA is a business intelligence tool that measures which videos generate actual patients and revenue. They answer different questions for different audiences — TubeBuddy answers 'how to grow your channel'; YODA answers 'how to grow your practice'.

No — YODA is not currently a self-serve SaaS product. For doctors and healthcare brands, YODA is included in ICG's YouTube marketing engagement. For healthcare marketing agencies managing 5+ doctor channels, YODA is available as a licensed channel partnership. Both engagements go through ICG.

YODA tracks 50+ doctor and healthcare brand YouTube channels in India. This is the largest healthcare-specific YouTube intelligence database in the country and what makes ICG's benchmarks defensible — every claim is backed by real channel data.

YODA was built for healthcare and high-ticket service businesses. The consultation attribution model is calibrated for categories where one patient has high lifetime value (IVF, plastic surgery, dental implants, hair transplant, complex dermatology). For low-ticket or non-healthcare channels, generic tools like VidIQ work fine.

From YODA's database analysis: patient testimonial videos generate 6.9× more consultations per view than condition explainer videos, despite condition explainers getting more views. This is the structural reason most doctor YouTube channels under-convert — they optimise for view count instead of conversion attribution.

⚛︎

YODA powers the YouTube acquisition arm of HealthApex OS

YODA's video content drives leads into Beacon & Nexus CRM — one of 8 integrated tools in ICG's healthcare intelligence platform. Explore HealthApex OS →

The ICG technology stack

Nine tools. One compounding system. HealthApex OS
Built in-house. Deployed in every engagement.

ICG's results are reproducible because they are built on proprietary infrastructure — not agency intuition or generic tools. These nine HealthApex OS platforms are what power every ICG engagement.

Healthcare CRM

Nexus CRM

Healthcare CRM & Lead Management

ICG's healthcare-specific CRM and lead management system. Specialty-configured funnel stages for IVF, dental, aesthetic, ortho, hospital OPD. 1-click CAPI + GCLID via Beacon. Hawk intelligence built in. DPDP-compliant by architecture. Deployed across 300+ healthcare centres.

Specialty-specific funnel stages, not generic SaaS pipeline
1-click CAPI + GCLID via Beacon attribution
Telecaller leaderboard + adherence scoring native
DPDP Act 2023 compliant by architecture

Explore Nexus CRM →

Business Layer

Hawk

CRM Intelligence & Lead-Ops MIS

Sits as the business intelligence layer above your CRM — Nexus, Salesforce, LeadSquared, HubSpot, Zoho, or any custom CRM. Shows where leads are leaking, which effort is wasted, and which good leads were quietly downgraded by automation — not by a human decision.

Sits above your existing LMS — no replacement
83% of effort goes to dead leads — surfaced Day 1
~75% qualified-lead downgrades by automation
Free Lead-Leak Audit in 48 hours

Explore Hawk + free audit →

Attribution Core

Beacon

Attribution Engine & CAPI Middleware

Sits at the centre of every ICG attribution architecture. CAPI middleware connecting Meta Ads, Google Ads, WhatsApp and IVR to your CRM. Lifts Event Match Quality from 2.5 to 6+, reducing CPM 30–40% from the same budget.

Server-side CAPI — bypasses iOS privacy changes
EMQ 2.5 → 6+ across portfolio
30–40% CPM reduction from EMQ lift alone
Multi-touch: ad → consultation → revenue

Explore Beacon →

Practice Management

HealthPro 360

PMS with built-in revenue intelligence layer

The only PMS that tracks cross-sell and up-sell opportunities within your existing patient base. 12 modules covering OPD, IPD, Pharmacy, Labs, Billing, Inventory, Patient Portal, Smart Scheduling, RBAC, AES-256 encrypted storage.

Only PMS with built-in Revenue Intelligence
Cross-sell signal tracking within existing patients
12 modules: OPD, IPD, Pharmacy, Labs, Billing+
Audit trails + RBAC + AES-256 encryption

Explore HealthPro 360 →

Revenue Layer

Phoenix

Revenue intelligence built over your existing PMS

If you already have a PMS — Akhil Systems, Practo, or any other — Phoenix builds the business intelligence layer on top of it without replacement. Currently live across 46 centres for a national chain.

Works over your existing PMS — no migration
Daily action queue: Prevent Loss / Maintain / Grow
Catches unbilled services, collection gaps, lapsing patients
CPQL variance ₹620–₹3,800 → ₹680–₹1,420

Explore Phoenix →

YouTube Intelligence

YODA

YouTube analytics that measures patients, not views

The only YouTube intelligence platform built for healthcare business outcomes. Connects video performance to actual consultation bookings — not views, not subscribers. Patient testimonial videos generate 6.9× more consultations per view than condition explainers.

Consultation attribution per video — not views
Demand-gap: what patients search that your channel misses
50+ doctor channels tracked across India
AIO readiness scoring: which videos AI tools cite

Explore YODA →

Governance & Transparency

Agency OS

Full transparency. Instant diagnosis. Zero surprises.

ICG's centralised governance platform — every client sees everything in real time, and ICG's team sees every problem the moment it surfaces. 30+ real-time alert systems fire the moment a metric drifts outside its performance envelope.

GSC, GA4, Google Ads, Meta Ads, IVR — one live view
30+ real-time alert systems per account
CPQL drift alert at >15% week-on-week change
Client login: full transparency on your account

Explore Agency OS →

AEO & LLM Intelligence

AIO Intel

AI Overview + LLM citation tracking, healthcare-tuned

Knows the moment ChatGPT, Perplexity, Google AI Overviews and Gemini cite your brand in patient answers — and which content drove the citation. Bot-aware dashboard with GA4-registered custom dims (AIO source, AIO referrer) and IndexNow + GSC API integration.

Live tracking across ChatGPT / Perplexity / Google AIO / Gemini
Bot-aware: knows human vs scraper traffic
Custom GA4 dims register AIO source + referrer
IndexNow + GSC API: content surfaced to LLMs within hours

View AIO Intel dashboard →

Competitor Intelligence

Prism Spy

Every Meta + Google ad your competitors run, watched daily

Tracks 75+ Indian healthcare brands, 2,150+ active ads, ₹50Cr+ aggregate ad spend visibility per month. Surfaces what's working, what's been killed, what offers are emerging. Powers every ICG Meta Ads brief, Performance Marketing diagnostic, and IVF / derm / dental specialty campaign with real competitive intelligence.

75+ brands tracked across 30+ healthcare specialties
2,150+ active ads · daily refresh
Activity Feed: every spend / hook / pause logged
Offers Intelligence: 250+ offers in market tracked

Explore Prism Spy →

Every ICG engagement runs on some combination of these nine HealthApex OS tools. The diagnostic determines which combination is right for your practice.

Explore HealthApex OS → See the full stack live on your account — free 30-min audit →

The team behind your account

Every diagnostic is led by a founder.
You'll know their names before the engagement begins.

ICG was built by three IIT BHU engineers who entered healthcare marketing with a specific intent: to build the tools that didn't exist and run the campaigns that most agencies couldn't. When you book a diagnostic, Rohit or Abhash leads it personally. Not an account manager. Not a senior executive. The people who built what you're evaluating.

The ICG team — 60+ healthcare marketing specialists at Gurgaon HQ

60+ specialists.
One growth engine.

Performance marketers, analysts, AI engineers, content strategists, and operations specialists — all healthcare-only. Headquartered in Gurgaon since 2018.

Rohit Gupta

Co-Founder & Director · Business & Growth

IIT BHU · IIM Rohtak

Rohit's first question in every diagnostic: "When you ask your agency why patients aren't booking — what do they say?" He says the answer tells him more than any dashboard.

Full profile →

Abhash Kumar

Co-Founder & Director · Strategy & Analytics

IIT BHU · IIM Bangalore

Abhash built Beacon because most agencies couldn't answer one question: "Which of my campaigns generated that consultation?" He decided the problem was solvable in code. It was.

Full profile →

Deep Das

Co-Founder & Director · Technology & AI

IIT BHU

Deep built the 4-Bot patient lifecycle system after watching a client lose 60+ qualified leads in one week to a 6-hour WhatsApp response window. He decided the problem was solvable in code. It was.

Full profile →

Book a diagnostic with the Co-Founding Team → Meet the full leadership team →

Stop measuring views.
Start measuring patients.

For doctors with YouTube channels, ICG's YouTube engagement includes YODA. For healthcare marketing agencies, YODA is a licensed channel partnership. Either way, the conversation starts on WhatsApp.

WhatsApp — see YODA for your channel YouTube marketing service →

Doctors · Healthcare brands · Healthcare marketing agencies · ICG responds within 4 business hours

Your channel has subscribers.It doesn't have patients.

A doctor with 20,000 subscribersand no attribution = a branding expense.

Four layers of intelligence.Most tools only have one.

The standard YouTube metrics — accurately measured

Who is watching and what they're actually asking

Which videos drive consultations and revenue

For ICG and licensed agency partners

Six capabilities.What YODA actually does.

Which content clusters work — and which don't

Which video formats actually convert

The best topic-format intersection

Fresh growth vs back-catalogue recycling

Compounding vs spiking content — measured

What's working · what's wrong · what to optimise

YODA vs TubeBuddy, VidIQ, Social Blade.Different question entirely.

For doctors and for agencies.Same platform, two engagements.

Included in ICG's YouTube engagement

YODA licensed to qualified agencies

Four audiences,one common problem.

Doctors with YouTube channels

Healthcare marketing agencies

Hospital marketing managers

IVF, dermatology, plastic surgery, hair transplant specialists

Questions about YODA.

Nine tools. One compounding system. HealthApex OSBuilt in-house. Deployed in every engagement.

Nexus CRM

Hawk

Beacon

HealthPro 360

Phoenix

YODA

Agency OS

AIO Intel

Prism Spy

Every diagnostic is led by a founder.You'll know their names before the engagement begins.

60+ specialists.One growth engine.

Rohit Gupta

Abhash Kumar

Deep Das

Stop measuring views.Start measuring patients.

Your channel has subscribers.
It doesn't have patients.

A doctor with 20,000 subscribers
and no attribution = a branding expense.

Four layers of intelligence.
Most tools only have one.

Six capabilities.
What YODA actually does.

YODA vs TubeBuddy, VidIQ, Social Blade.
Different question entirely.

For doctors and for agencies.
Same platform, two engagements.

Four audiences,
one common problem.

Nine tools. One compounding system. HealthApex OS
Built in-house. Deployed in every engagement.

Every diagnostic is led by a founder.
You'll know their names before the engagement begins.

60+ specialists.
One growth engine.

Stop measuring views.
Start measuring patients.