How Development Teams Use VIQI to Identify Market Gaps and Greenlight Winning Projects

The Development Team’s Intelligence Problem

Content development is where the entertainment industry’s biggest bets are placed — and where most money is lost. A development team that greenlights a drama series needs to be confident not just that the story is compelling, but that there is a genuine market for it: buyers willing to acquire it, territories where it will perform, formats that match current platform demand, and a budget structure that makes commercial sense. Getting this wrong at the development stage means sunk costs with nothing to show.

Traditional development research means reading trade publications, attending industry panels, and relying on the experience and gut instinct of senior executives. These approaches have value — but they are slow, expensive, and systematically blind to emerging market shifts that happen between trade markets. VIQI changes this by making the AI tool for content development available to every development professional — not just those with decades of industry relationships.

What VIQI Provides for Development Teams

For development executives and creative teams, VIQI delivers four categories of intelligence that directly inform greenlight decisions:

• Market Gap Analysis: Identify content categories where buyer demand is high but supply is low across specific territories
• Genre Performance Tracking: Monitor which formats and genres are gaining or losing buyer interest in real time across global markets
• Competitive Development Intelligence: Track competing projects in development at rival studios and production companies
• Buyer Appetite Validation: Confirm that your target buyer has current acquisition appetite for the specific content type and territory you are developing into

This intelligence is grounded in Vitrina’s data graph — 159,223+ verified entertainment companies covering every layer of the global content ecosystem. Unlike general-purpose AI tools that synthesize public information, VIQI’s development intelligence is derived from proprietary deal flow data, acquisition signals, and verified company profiles that reflect the actual state of the market.

Market Gap Analysis With VIQI

The most valuable question any development team can answer is: where is buyer demand currently outpacing supply? VIQI answers this by cross-referencing acquisition patterns across its global buyer database against the content that is actually being produced and sold in the market.

A practical example: a VIQI analysis in early 2025 revealed a significant gap in co-produced crime drama specifically targeting Southeast Asian linear broadcast buyers — a category where acquisition mandates were active but very few international projects were being pitched. Development teams with VIQI access could identify this gap months before it became apparent from trade press coverage, giving them time to develop and pitch projects into an uncontested space.

This type of market gap intelligence transforms development from reactive (responding to buyer requests) to proactive (building into gaps before competitors identify them). For production companies competing for buyer attention, this time advantage is worth more than any incremental improvement in the scripts themselves.

Genre and Format Performance Intelligence

Genre cycles in entertainment move faster than development cycles. By the time a studio identifies that Nordic crime drama is trending, commissions a development project, and brings it to market two years later, the window may have closed. VIQI compresses the signal-to-action timeline by tracking genre and format performance signals in real time — not two years after the fact.

Key genre intelligence that VIQI provides for development teams:

• Which genres are gaining acquisition activity across each major territory
• Format preferences by buyer type (SVOD vs. linear vs. AVOD vs. FAST)
• Episode length and season structure trends by territory and genre
• Language preferences — local language vs. English vs. dubbed/subtitled
• Production budget ranges that buyers are actively supporting by content type

This granular format intelligence allows development teams to not just identify the right genre — but to architect the project in the format most likely to attract buyer interest before the first pitch meeting. AI agents for entertainment like VIQI make this analysis continuous rather than episodic.

Data-Backed Greenlight Decisions

The greenlight decision is the most consequential moment in content development. It commits resources, timelines, and creative capital to a project that may take 18–36 months to bring to market. VIQI provides the intelligence layer that allows development executives to make this decision with empirical market validation rather than intuition alone.

A VIQI-backed greenlight analysis typically includes:

Buyer confirmation: Has VIQI identified at least 3–5 active buyers who match the content profile and have current acquisition appetite for this genre/territory/format combination?

Market gap confirmation: Is there a demonstrable gap in the buyer’s catalogue for this content type, or is the market already saturated with competing projects?

Competitive landscape: Are rival studios or production companies already in development on similar projects that could reach market ahead of yours?

Budget viability: Do the production budgets that buyers in this space are supporting align with the resources required to produce the project at the necessary quality level?

Competitive Development Landscape

One of the most powerful — and underused — capabilities of VIQI for development teams is competitive intelligence. Knowing what your competitors are developing before those projects reach market allows your team to either accelerate your own timeline (if you have a similar project), pivot to adjacent territory (if the market is about to be crowded), or identify what gaps will open up once your competitors’ projects launch.

VIQI tracks development activity at major studios, production companies, and streaming platform originals across all major markets. This is intelligence that historically required either deep industry relationships or expensive dedicated intelligence services. With VIQI, it is available as part of the same platform that powers your buyer research and market gap analysis. Learn how co-production teams use VIQI to complement development intelligence with financing and partner data.

Territory-Specific Development Intelligence

Content development increasingly requires territory-specific intelligence from the earliest stages. A project that makes sense for North American SVOD may need substantial format modifications to work in the European co-production market or the MENA linear broadcast space. VIQI allows development teams to layer territorial intelligence into the project from the concept stage — rather than discovering incompatibilities after expensive development has already occurred.

For each territory, VIQI surfaces:

• Active acquisition mandates and budget ranges
• Regulatory and local content requirements
• Co-production treaty structures and their impact on budget architecture
• Key platform and broadcaster decision-makers for the relevant content type
• Recent deal terms and acquisition patterns in the territory

VIQI Development Workflow: From Concept to Pitch

Here is how development teams integrate VIQI into their workflow from concept through pitch:

Concept stage: Run VIQI market gap analysis on the genre, format, and territory combination under consideration. Identify 3–5 target buyers before any development resources are committed.

Development stage: Use VIQI’s competitive landscape data to monitor for competing projects. Track buyer appetite signals for ongoing validation that the market is still receptive to the project as it develops.

Pre-pitch stage: Use VIQI to build a buyer-specific pitch strategy for each target — understanding their acquisition history, deal preferences, and current content gaps to tailor the pitch for maximum relevance.

Pitch stage: Enter pitch meetings with verified intelligence about the buyer’s current mandate, rather than relying on generic market assumptions.

This workflow is a significant upgrade from the traditional approach where development and sales are treated as sequential stages. VIQI integrates market intelligence continuously throughout the development process — reducing the risk that a fully developed project finds no buyers. Teams using Vitrina’s intelligence platform consistently report shorter sales cycles because their projects are market-validated from the start. See how sales teams use VIQI to close these market-validated projects faster.

Frequently Asked Questions

Vitrina’s Role in Development Intelligence

Vitrina is the data infrastructure behind VIQI — the largest verified database of entertainment companies globally. The platform tracks 159,223+ companies across every layer of the content ecosystem, from development-stage production companies to the world’s largest streaming platforms. For development teams, Vitrina’s data means that every market gap analysis, buyer validation, and competitive landscape report is grounded in verified, continuously-updated information rather than public web scraping or outdated market reports.

VIQI brings this intelligence to development teams in the form of an AI agent that any development executive can use without data science expertise. The result is a development process that is faster, more targeted, and more reliably market-validated than anything possible with traditional research methods. To understand the full scope of what VIQI tracks, read what VIQI is and how it works as an entertainment intelligence agent.