AI Buyer Intent Research Program

Deep Signal Research. Evidence Verification. Intent Scoring.

UQIsense, Unicus Marketing's AI Buyer Intent Research Program, examines business activity across large Source Lists, verifies and organizes the evidence, groups related findings into business initiatives, and scores each company using a defined intent framework. AI determines the evidence-backed intent level. Humans decide what the business does with it.

AI Research. Evidence-Backed Scoring. Human Approval. Run A Free 100-Company Test
Deep Signal Research Evidence Verification Intent Scoring

The UQIsense Research Engine

AI Does The Research.Evidence Drives The Score.

A traditional company list shows who may fit the market. UQIsense examines what is changing now, verifies the evidence, organizes related findings into larger initiatives, and calculates which companies demonstrate the strongest current intent.

AI creates the scale. Defined rules create consistency.
01

Search At Scale

AI reviews current public-web and public LinkedIn activity across large Source Lists, including business events, leadership movement, hiring, technology changes, and operational initiatives.

02

Evaluate The Evidence

Each finding is evaluated as independent evidence, duplicate coverage, meaningful reinforcement, negative evidence, or not relevant enough to score.

03

Group The Initiative

Related evidence is organized into larger business initiatives such as acquisition integration, finance modernization, supply-chain transformation, or technology consolidation.

04

Score The Account

Locked rules evaluate signal strength, recency, confidence, reinforcement, momentum, source diversity, and negative evidence to assign the correct intent level.

Why UQIsense Is Different

UQIsense turns scattered findings into defensible account intelligence without allowing noise or repeated reporting to manufacture intent.

No Artificial Inflation

Duplicate coverage is consolidated so the same event cannot increase intent more than once.

Real Reinforcement

Independent evidence that strengthens an initiative is distinguished from repeated reporting.

Balanced Evidence

Positive and negative evidence are considered before an intent level is assigned.

Actionable Context

Related signals are grouped into initiatives and reduced to one Primary Actionable Reason.

UQIsense Core Research

From Source List ToHigh Intent.

Deep Signal Research assigns every company to an evidence-backed intent level. AI performs the research, verification, organization, initiative grouping, and scoring. Human involvement begins at the approval gate.

Complete Research FlowSource → Research → Score → Approve → Enrich
Starting InputSource List

Company name, domain, and industry provide the preferred minimum information for reliable research.

UQIsense Core ResearchDeep Signal Research

AI discovers, verifies, consolidates, groups, and scores current public-web and public LinkedIn evidence.

System-Assigned OutputIntent Lists

No Current Intent: 0–14.99. Emerging Intent: 15–34.99. Meaningful Intent: 35–59.99. High Intent: 60–100.

Human DecisionApproval

People assign APPROVED, HOLD, REJECTED, or RE-RESEARCH. They do not assign or alter the AI-generated intent level.

Approved AccountsEnrichment

Target contacts and available professional information are added only after approval.

Ready For UseContact Lists

Final lists retain the intent score, intent level, strongest signals, Primary Actionable Reason, supporting evidence, and approval status.

0–90 days is the primary current-intent research window. 91–180 days is supporting context only when it materially explains or reinforces a current initiative.Older information is never presented as current intent. The free sample includes the intent lists; contact enrichment is not included.

What UQIsense Researches

Signals That RevealBusiness Movement.

Research criteria are configured around the client, industry, offer, target market, exclusions, and noise signals. UQIsense searches public-web and public LinkedIn activity, but a post, announcement, article, or LinkedIn action is not automatically buyer intent. It matters only when it documents or reinforces a relevant event, initiative, leadership move, hiring pattern, system change, operational issue, or other meaningful buying condition.

01

Market Movement

  • Acquisitions and mergers
  • Private-equity activity
  • New facilities and geographic expansion
  • Rapid growth or major investment
02

Leadership Change

  • New C-level executives
  • Operations leadership changes
  • Technology leadership appointments
  • New transformation ownership
03

Strategic Hiring

  • Business-system roles
  • Digital-transformation hiring
  • Data and analytics leadership
  • Supply-chain and finance-system roles
04

Technology Change

  • Platform selection or replacement
  • Implementation, upgrade, or recovery
  • Systems-integration initiatives
  • Installed-technology transitions
05

Operational Initiatives

  • Business-process improvement
  • Finance-system modernization
  • Supply-chain transformation
  • Reporting and analytics initiatives
06

Visible Business Pain

  • Disconnected systems
  • Inventory and forecasting problems
  • Reporting and data limitations
  • Public RFPs or vendor evaluations

Evidence, Not AI Guesswork

Every Score HasA Reason.

UQIsense does not return a mysterious black-box score or a pile of disconnected signals. It produces evidence-backed account intelligence that explains what happened, when it happened, what initiative is forming, and why the company deserves attention now.

01

Traceable Evidence

Every scoreable signal retains a direct source or retrievable record, event date, source type, and concise evidence summary.

02

Evidence Quality

AI confirms company identity and timing, distinguishes independent evidence from duplicate coverage and reinforcement, considers negative evidence, and rejects findings that are not relevant enough to score.

03

Account Intelligence Output

Each account includes its intent score, intent level, strongest signals, supporting evidence, approval status, and a Primary Actionable Reason: the strongest evidence-backed reason it deserves attention now.

04

Controlled Advancement

AI determines the evidence-backed intent level. Humans decide whether the account is APPROVED, HOLD, REJECTED, or RE-RESEARCH and what the business does next.

UQIsense Research Sample

100 Companies.6 High Intent.

A completed industry sample demonstrated how UQIsense can organize a broad Source List into progressively stronger, evidence-backed intent levels.

100Source Companies
22Emerging Intent
11Meaningful Intent
6High Intent

Sample based on 100 source companies evaluated through the UQIsense evidence and scoring process. Companies below Emerging Intent remained in the Source List as No Current Intent. This is one completed sample, not a guaranteed conversion rate. Results vary by industry, target criteria, research window, and available evidence.

UQIsense Advanced Research Option

Add ProprietaryIntent Data.

UQIsense Deep Signal Research uses public-web and public LinkedIn evidence. It can be expanded with Proprietary Research from licensed third-party providers, adding behavioral or account-level signals unavailable through public research alone.

Both are UQIsense options: Deep Signal Research, or Deep Signal Research + Proprietary Research. Provider selection depends on market coverage, signal requirements, research volume, and available licensed data.

Proprietary Research Available. Custom Quote.

Additional Proprietary Signals
  • Topic consumption
  • Research surges
  • Anonymous account activity
  • Buying-stage models
  • Licensed technographic data
  • Vendor-comparison activity

Free UQIsense Sample Test

Send 100 Companies.See What UQIsense Finds.

Upload a Source List of up to 100 companies. Unicus will confirm the research configuration, run the UQIsense Deep Signal Research and scoring process, and return the resulting intent lists. We will review your submission and confirm scope and delivery timing within 72 hours.

  • Up to 100 source companies researched
  • AI-powered discovery, verification, initiative grouping, and scoring
  • Emerging Intent, Meaningful Intent, and High Intent lists
  • Traceable evidence and a Primary Actionable Reason
  • No contact enrichment or outreach in the free sample
  • No obligation to continue

Upload Your Company List

Preferred minimum fields: Company Name, Domain, and Industry. Accepted formats: CSV, XLS, or XLSX. Maximum file size: 10 MB.

Upload one file containing no more than 100 companies. Company Name, Domain, and Industry are preferred.

By submitting this form, you authorize Unicus to evaluate the companies provided through UQIsense using AI-powered research of publicly available business information and to contact you about the results.

Find The Movement Before The Market Does

Turn A Broad Source List IntoEvidence-Backed Account Intelligence.

Start with 100 companies. See what UQIsense finds, verifies, organizes, and scores. Then decide how the resulting intent intelligence fits your growth system.

Run The Free Test