Free Validation Tool

Signal. Demand analysis for any business

Validate market demand for any business, product or service, across 50+ industries in 2–5 minutes with empirical market sizing models with 92% correlation to real market outcomes and 10,000+ indexed data sources.

VALIDATE IDEA→

●No credit card required•Free preview in ~15 seconds•Verifiable source citations

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Used by 5,000+ business owners
Autonomous CustDev Protocol

Deterministic Demand Validation in Real Time.

Watch how Di11a’s multi-agent consensus network breaks down market hypotheses into auditable buyer committee dialogues, uncovering hidden friction points and empirical willingness-to-pay signals within 60 seconds.

Eliminate speculative investor pitches and manual customer discovery surveys. Every interview transcript, competitive counter-offensive, and valuation matrix is directly backlinked to verified public discourse across enterprise channels.

Dive into blue ocean ideas

Our multi-dimensional demand engine indexes over 10,000 public and proprietary data sources—including search intent indices, regulatory filings, and community sentiment repositories—to map competitive density and identify defensible market whitespaces before market saturation.

r=0.92Correlation
6-AxisRadar Scan
LiveWhitespace Map
Telemetry // 6-Axis Scan
Index: 88.4 / 100
20%40%60%80%Growth94%Speed88%Seasonality18%Volatility22%Sentiment91%Forecast86%

Continuous live intelligence feed calibrated against verified patent, trademark, and market transaction indexes.

4.4K
VOLUME
+99X+
GROWTH
Forecast: ON
8.0K6.0K4.0K2.0K0PROJECTION202020212022202320242025202620272028

Historical volume metrics derived from aggregated search indexing and venture capital deployment signals.

Real Market Momentum

By continuously analyzing global web data and predictive search signals, Di11a builds dynamic trend charts with multi-year projections that reveal how market demand truly develops over time.

Our AI reasoning engine exposes raw commercial reality in minutes, instantly distinguishing sustainably growing, high-volume whitespace opportunities from declining, overhyped trends. This replaces subjective guesswork with hard market behavior, empowering you to back unstoppable demand.

99.4% Accuracy
5-Year Trajectory
# Predictive Signals

Mine True User Sentiment

Business teams waste endless hours manually hunting through online noise to discover what customers actually think about a product or service. Di11a solves this by scouring social media, forums, and digital communities to aggregate real, unscripted user experiences into a single intelligence stream.

You instantly gain unfiltered clarity on genuine customer praise and hidden product complaints, giving you the exact qualitative proof needed to refine your strategy and build what people truly want.

40+ hrsManual Scraping Saved
Zero FilterUnvarnished Signal
Avatar of Isabella C.IC

Isabella C.

Product Lead @ TechFlow

“At last the depth of the sentiment analysis is staggering. It picked up on a specific UI frustration we'd been hearing about in hushed tones for months.”
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David Mensah

Founder, GrowScale

“Finally, a tool that doesn't just give me word clouds. Di11a actually understands the context of why users are switching to competitors.”
Avatar of Anya SharmaAS

Anya Sharma

Market Researcher

“Saved us roughly 40 hours of manual forum scraping in the first week alone. The ROI was immediate for our strategy team.”
Sentiment signals synthesized in real-time across public verified product discussion channels.
AI-Powered Content Generating Tools Network Topology Diagram

Macro and micro trends are calculated using real-time clustering algorithms across global venture and search data.

See Macro And Micro Trends Together

Click into any meta trend to view a visualization of the top related emerging trends within that category. Get a picture of how individual micro trends connect to larger market movements, so you can decide where to focus first.

How Di11a Works

A transparent, three-phase intelligence process designed to cut through market noise and deliver unvarnished strategic truth.

PHASE 01

1. Ingest

Our multi-agent system initiates continuous, wide-spectrum data collection across the entire digital ecosystem to capture the raw, unvarnished reality behind any venture.

Monochrome Social Media Sources Grid
  • Search engines & global search volume
  • Social media, niche forums & communities
  • Industry databases & real-time news
  • Founder footprints & public team records
PHASE 02

2. Identify

Proprietary machine learning models cut through market hype and surface-level noise to isolate true market momentum, underlying trajectories, and emerging signals.

Comparative market growth versus dying hype chart
  • Detect compounding growth waves vs. short-lived fads
  • Uncover high-demand, low-supply whitespace opportunities
  • Isolate genuine customer praise and hidden operational complaints
  • Benchmark competitive positioning and team-market alignment
PHASE 03

3. Verdict

Advanced reasoning engines evaluate every variable to deliver a definitive, unvarnished analysis verdict tailored to any product or service niche.

Clear institutional GO verdict recommendation signal
  • Get immediate, data-backed viability scoring
  • Unbiased reasoning with data source proofs
  • Final verdict with go or pivot recommendation
Automated pipeline processes live signals across search queries, patent filings, and niche community discussions.

Key Statistics & Benchmarks

Empirical benchmarks comparing automated market sizing against traditional industry analyst reports

2–5 min
Research time
50+
Industries covered
85–90%
Accuracy on sizing
$5,000+
Traditional report cost
PROVENANCE: 1,536 LATENT DIMENSIONSEMPIRICAL CORRELATION: r=0.92100% VERIFIED

Frequently Asked Questions

Everything you need to know about the AI market research & demand validation tool.

Di11a conducts real-time multi-agent crawls across search volume indices, community discussions (Reddit, X, specialized niche forums), social platforms, and public registries. Our proprietary models filter out synthetic noise to capture unfiltered, empirical demand across 10,000+ indexed data sources.

ZERO HALLUCINATION PROTOCOL ACTIVE

Transparent Pricing Built for Validation at Any Scale

AI-driven market demand analysis, autonomous customer development, and real-time competitive intelligence. Validate product-market fit and commercial viability with 99% data accuracy.

Instant deployment • Pause or cancel anytime • No setup overhead

TIER 01 // DISCOVERYFree Tier

Explorer

For early ideation and initial market discovery

$0/ month
Free forever • No card required
INCLUDED CAPABILITIES
  • 1 Project Quota & Core Idea Analysis
  • TAM Market Sizing Analysis
  • 1 Customer Persona Segment
  • 10 CustDev Interview Credits
  • 3 Competitor Profiles & SWOT Analysis
  • 3-Dimension Loan & Feasibility Scoring
Start Explorer Free
Instant setup • No credit card required
TIER 03 // VENTURE & SCALEGrowth Scale

Unicorn

For scaling ventures, studios and funded teams

$99/ month
billed annually ($1,188/yr) • Save 20%
EVERYTHING IN HUSTLER PLUS:
  • 5 Project Quota & All Business Models Analysis
  • Full TAM, SAM, SOM & Trend Projection
  • All Customer Persona Segments (Unrestricted)
  • 1,000 CustDev Interview Credits & Voice Probing
  • All Competitors Monitored & 24/7 Competitor Watch
  • Multipliers Evaluation & Benchmark Analysis
  • Priority Co-pilot Chat with Full Context
Choose Unicorn
Includes priority queue & SLA support

Need Custom Scale or Contact Sales?

Enterprise

Speak to sales for dedicated API access, custom credits, multi-tenant governance, and institutional enterprise SLA.

01

Zero Lock-In Commitment

Export all conversation transcripts, interview audio recordings, and TAM models directly to CSV, JSON, or executive slide decks anytime.

02

Empirical Verifiability

Every synthesized persona statement and objection contains direct permalinks to source discussions across Reddit, G2, and Census microdata.

03

Institutional Privacy Guardrails

Proprietary ideas and prompts are never used to train generalized foundation models. Enterprise tenants receive dedicated single-tenant VPCs.