Action Insights Match · AiMatch

Deep AI research that finds the reason your best prospects respond.

AiMatch does not just match. It investigates. It analyzes company signals, news, financials, and context to craft a unique hook for each prospect, finds the right contact, and writes outreach that sounds like you.

Independent & model-agnosticDelivered as a managed service, running alongside your Microsoft stack or any other.
Our flagship
Action Insights Match

AiMatch

Deep AI research that finds the reason your best prospects respond. Not just who to contact, but the specific hook that earns their attention.

  • Deep research crafts a unique hook for each prospect
  • Right-contact discovery across the company and its parent org
  • On-brand outreach governed by your Brand Voice Fidelity
See how it works →
Illustrative example
AiMatch
AiMatchDeep AI Research
Hook found
Northwind ManufacturingTrigger: new plant, 6 days ago
"Your new Ohio plant nearly doubles capacity. Most ERP rollouts stall at exactly this scale, right when demand spikes."
Hi Dana, congratulations on the Ohio expansion. Teams scaling this fast usually hit a reporting wall in the first quarter. Worth a short look at how peers handled it...
Brand Voice matchedGrounded in evidence
One framework, many scenarios

One Framework, Strategic Scenarios

Deep AI Research finds the right angle for the right contacts across any strategic scenario.

Strategic Buyers

Surface and prioritize the people and organizations most likely to buy your offering, with research-driven hooks that resonate with each decision-maker.

Strategic Sellers

Surface motivated sellers matched to your acquisition criteria, with timing signals and personalized hooks.

Patent & IP Research

Map patents, assignees, themes, and exposure with contextual hooks for IP stakeholders.

Strategic Acquisition Targets

Identify strategic acquisition targets with hooks grounded in mutual strategic value.

Deal Advisors

Originate and qualify deal flow for bankers and sponsors, matching buy- and sell-side mandates to the right counterparties with hooks tuned to each firm’s thesis.

Book your Preview or Pilot and tell us about your scenario to see AiMatch in action on it.

Explore Preview and Pilot →
A research-first approach

Research, Results, Insight, Action.

Deep AI Research powers every step, turning a strategic question into prioritized next steps with impact.

1

Research

Start with a strategic question tied to an objective.

2

Results

Produce evidence, findings, patterns, and signals.

3

Insight

Interpret results to clarify strategic impact.

4

Action

Recommend prioritized next steps with impact.

See how it works
AiMatch

AiMatch, Intelligent Deep AI Research

Action Insights · Action Insights Match

One connected pipeline: research the prospect, rank and enrich, then compose the message. Follow the path, click any node.

The AiMatch pipeline · 8 stages to Messaging Intelligenceclick to explore
1Discovery 2Dedup Gate 3Deep Researchthe core engine 4Enrichment 5Trigger Events 6Buyer Scoring 7Optimization 8On-Brand Outreach MESSAGING INTELLIGENCE Brand Voice Prior Touches Spotlight Sequences
Click any node or chip to read its detail. The deeper sections below cover the messaging intelligence in full.
Review Architecture Map →
Opens the complete interactive pipeline architecture map.
Brand Voice Fidelity

Sound right. Speak right. Aim right. Land right.

Brand Voice Fidelity is one system with four signals: three tuned per company, one universal. Every message reads like your brand and lands on a result that matters.

Brand Voice Expressions

How it sounds

Voice and tone, vocabulary, and rituals. Per company.

Industry Lexicon

How it speaks

The terms and KPIs each industry trusts. Universal.

Narrative Lens

Where it aims

The worldview, priorities, and stakes. Per company.

Length & Register

How it lands

Crisp, Concise, Standard, or Full. Per company.

One voice, wrapped layer by layer: Brand Voice Fidelity, the DNA, wrapped with Brand Voice Expressions, tied to Industry Lexicon Sets, focused by Narrative Lens, and landed via Length and Register. Approved claims and proof and quality scores sit beside every draft, and feedback tunes the next run.

Messaging Intelligence · New

Prior Touches: every new message remembers the last one.

Prior Touches give the AI the full history with a contact, what was sent, when, and how it landed, so each follow-up continues the conversation instead of restarting it.

Without Prior Touches

  • Repeats the same hook the prospect already saw
  • Re-introduces you as if it is the first email
  • Misses cues from prior replies or non-responses
  • Reads generic, easy to ignore or unsubscribe

With Prior Touches

  • Builds on prior subject lines and angles, no repeats
  • Acknowledges silence or prior engagement naturally
  • Advances the narrative instead of restarting it
  • Sounds like one consistent voice across the thread

Most B2B outreach stops after one or two touches. Booking a first meeting usually takes many more. Prior Touches makes every follow-up count by building on what came before.

Messaging Intelligence · New

Spotlight: steer this message, shine a light on what matters.

Spotlight tells the AI which topic should influence this particular message, a trigger event, a competitive angle, or a fresh proof point you want the draft to lean into.

1

Pick a topic

Choose a trigger event or theme from the prospect's evidence.

2

Spotlight it

Tag it so the AI treats it as the priority angle for this draft.

3

Generate

The message is shaped around that topic. Claims, hook, and CTA align.

Together: Prior Touches keep the thread coherent, continuity from history, while Spotlight points the next message at the angle most likely to land right now. Direction from you.

How we engage

Preview, Pilot, Program.

AiMatch is a managed service, not another tool. We design and operate it around your specific market: who your buyers are, what signals matter, and how you speak to them. We run the research. You run the conversations.

1

Preview

Complimentary, by invitation. One working session where you see AiMatch configured around your market, so you know the depth of the intelligence before committing anything.

2

Pilot

30 days on your market and your data. We map your target organizations and calibrate your voice, and you see real prospects, real intelligence, and real outreach at work.

3

Program

Ongoing managed intelligence on renewable 90-day terms, with a standing monthly review. Everything calibrated during your pilot carries forward.

Preview scheduling is limited each month so every engagement stays fully supported.

See the hook in action.

Start with a complimentary Preview: one working session, AiMatch configured around your market. We run the research. You run the conversations.

Request a Preview →