Dialectica vs User Intuition: Expert Network vs Customer Interviews

Dialectica has built a stronger CDD positioning than most expert networks by combining traditional expert calls with custom market intelligence. That blend makes it a natural fit for mega-cap PE and large growth equity engagements where the diligence question requires multiple expert perspectives synthesized into a market view.

Dialectica operates on two overlapping motions: an expert network model (call-by-call expert access at $800-$1,500 per call) and custom market intelligence projects (analyst-led engagements that can run 3-6 weeks and $20K-$100K). Custom projects typically include expert interviews, desk research, and written synthesis. The tech-enabled platform accelerates expert sourcing and call scheduling versus older expert networks. Clients are predominantly investment professionals — PE, growth equity, hedge funds, corporate M&A — with a concentration in enterprise and mega-cap deal sizes.

User Intuition is a different species entirely: a primary customer research platform, not an expert network. The platform conducts 50-200 AI-moderated interviews with the target's actual customers (or independently recruited comparable buyers when lists are unavailable pre-close) in 48-72 hours. Each interview applies systematic 5-7 level laddering. Output is IC-memo-ready: quantified retention risk, growth thesis validation by segment, competitive perception mapping, NPS benchmarking — every claim tied to verbatim audio with timestamps. Pricing is $20/interview with typical CDD studies at $2K-$15K.

The scope difference drives the use-case split. Dialectica's custom market intelligence is the right workstream when a deal thesis hinges on multi-expert synthesis — regulatory roadmap, competitive strategy across a 5-player landscape, technology depth across adjacent categories. User Intuition is the right workstream when a deal thesis hinges on the target's specific customers — will they stay, will they expand, what do they consider when they evaluate alternatives, how do they rate the experience. Commercial due diligence at the growth equity and middle-market tier increasingly combines both.

Retention and growth are the two CDD questions that most often determine whether a deal works. The answer has to come from the right source.

What Dialectica provides for customer-level questions:

• Expert perspectives on category-level retention dynamics from former operators
• Occasional direct customer calls through the expert network (when expert sourcing identifies current or former buyers)
• Custom analyst synthesis of competitive dynamics, drawing on multiple expert inputs plus desk research
• Segment-level market analysis, typically framed by the analyst's industry hypothesis tested through expert calls
• Market sizing and growth driver analysis with cross-expert validation

These are useful inputs — but they are expert-mediated and analyst-mediated. The customer is at least one step removed from the IC memo.

What User Intuition provides for customer-level questions:

• Quantified retention risk from 50-200 actual customers: "31% have evaluated alternatives in the past 6 months; 17% are actively considering switching"
• Root-cause laddering: not just whether customers might churn, but why — and what specific experiences trigger the consideration
• Expansion intent measured directly from the buyer: "58% plan to increase spend 20%+ next year, conditional on the target addressing data export limitations"
• Pricing power probed at the individual buyer level with verbatim evidence of willingness-to-pay ceilings
• Competitive perception from the buyer's perspective — which competitors are winning consideration, on what dimensions, in which segments
• NPS and satisfaction benchmarking with statistical confidence (n=50-200) rather than expert impression
• Verbatim evidence for the IC memo: quotes, audio, participant IDs — the kind of primary source an IC partner can read into the record

For an IC deciding whether to commit capital, the gap between "the analyst synthesized expert perspectives on retention" and "31% of the target's customers are actively considering alternatives, here are 12 verbatim quotes explaining why" is not marginal. Both inputs can coexist in a CDD; only one is primary evidence.

The economics track directly to the scope of each engagement.

Dialectica pricing and timeline:

• Per call (expert network): $800-$1,500 per expert hour, typically positioned below GLG/AlphaSights on pure call rate
• Custom market intelligence projects: $20K-$100K depending on scope (number of experts, desk research depth, written deliverable)
• Custom project timeline: 3-6 weeks from kickoff to final written synthesis
• Compliance: conflict checks, NDAs, monitored calls, expert screening
• Value proposition: analyst-led synthesis combining expert inputs with market research — the "we handle it" model

User Intuition pricing and timeline:

• Per interview: $20 (Pro plan audio rate — chat $10, video $40)
• Typical PE CDD study: 50-200 interviews = $2,000-$15,000
• Speed: study live in as little as 5 minutes; full results in 48-72 hours
• No platform fees, no per-seat charges, no procurement cycle
• Value proposition: direct customer evidence at scale with audit-defensible verbatim trail

The deal-tier split matters. Dialectica's sweet spot is enterprise and mega-cap PE where the diligence budget supports a $50K-$100K custom market study and the deal thesis requires multi-expert synthesis of category dynamics. User Intuition's sweet spot spans growth equity and middle-market PE where deal counts are higher, exclusivity windows are tighter, and the economics have to work for every CDD rather than a few marquee deals.

A useful framing: a $100K Dialectica custom market intelligence study delivers analyst-synthesized market and competitive context with 15-25 expert inputs. The same budget funds 5,000 User Intuition customer interviews — evidence from the actual source of revenue, not expert views of it. Neither is "better" in isolation; they address different rows of the CDD brief at different price points.

Deal-timeline pressure changes which workstreams are feasible inside a given exclusivity window.

Dialectica timeline by offering:

• Expert network calls only: 1-3 weeks for 10-20 calls, similar to GLG/AlphaSights on pure expert access
• Custom market intelligence project: 3-6 weeks — includes brief, expert sourcing, interviews, desk research, analyst synthesis, written deliverable
• Rush engagements: possible but compress analyst depth or reduce expert coverage
• Implication: for 2-week exclusivity, full custom projects don't fit; expert-call-only panels are tight but feasible

User Intuition timeline:

• Hour 1: study design and launch (as little as 5 minutes for experienced PE users)
• Hours 2-12: first interviews complete; initial themes visible in real time
• Hours 12-48: bulk of interviews completed; quantified patterns emerge
• Hours 48-72: full study complete with IC-memo-ready deliverables
• Implication: fits inside any realistic exclusivity window, including compressed 1-week competitive auctions

For growth equity and middle-market PE running tight exclusivity periods — often 10-15 business days — the speed gap is decisive. A deal team that learns about a target on Monday can have 100+ customer interviews analyzed by Thursday. Dialectica's custom market intelligence engagement would still be in the desk research or expert sourcing phase.

The workflow implication: User Intuition runs in Week 1, delivering customer evidence that sharpens the questions for any expert work that follows. Dialectica custom projects then have 2-5 weeks to layer in market context. For mega-cap PE with longer exclusivity and bigger budgets, the sequencing is less constrained.

The combined workflow splits cleanly along the customer-vs-market axis.

Pattern 1 — Growth equity and middle-market PE:

• Lead with User Intuition on Day 1 — customer evidence in 48-72 hours, $2K-$15K
• Add Dialectica expert calls (not full custom project) if deal thesis needs specific expert perspectives — regulatory, technology, competitor strategy
• Total CDD investment: $10K-$30K for comprehensive customer + expert coverage inside exclusivity
• Fits 10-15 business day exclusivity windows typical of middle-market deals

Pattern 2 — Enterprise and mega-cap PE:

• Launch User Intuition on Day 1 — customer evidence in 48-72 hours sharpens the custom project design
• Kick off Dialectica custom market intelligence project Day 1 in parallel — 3-6 week engagement covers market sizing, regulatory landscape, competitive strategy, technology assessment
• Week 2-5: Dialectica custom project develops while customer evidence sits in the IC memo as the customer chapter
• Total CDD investment: $25K-$115K depending on custom project scope
• Fits longer exclusivity typical of $500M+ deals

The cross-check is the underrated benefit. When Dialectica experts say retention in the category is strong but User Intuition customer interviews show 30%+ actively considering alternatives at the target, the deal team has surfaced a critical signal that neither source alone would have produced. The two platforms validate or challenge each other — and when they diverge, that divergence is itself one of the highest-value insights in the diligence.

For M&A advisory teams supporting the buy-side, running both in parallel delivers sell-through-capable deliverables: the customer evidence becomes the primary attachment in the IC deck, the Dialectica synthesis becomes the market chapter. Both are traceable, both are audit-defensible, and both support post-close performance attribution.

Audit defensibility hinges on three questions: what is the primary source, how is the evidence chain preserved, and can a post-close audit retrace it.

Dialectica audit profile:

• Compliance infrastructure: conflict checks, NDAs, expert screening, optional call monitoring
• Deliverable: written analyst synthesis backed by expert call notes, desk research, and sometimes quantitative survey data
• Evidence chain: analyst synthesis → expert call notes → expert identity (sometimes anonymized)
• Appropriately rigorous for market-level claims where the primary source is professional expertise
• Limitation on customer claims: one analyst layer plus one expert layer removes the IC from the primary source

User Intuition audit profile:

• Participants recruited independently from 4M+ vetted panel with multi-layer fraud prevention (bot detection, duplicate suppression, IP screening)
• Deliverable: quantified themes with verbatim quotes, each traced to participant ID and audio timestamp
• Evidence chain: IC claim → theme → verbatim quote → audio file → participant ID — end-to-end preserved in the Customer Intelligence Hub indefinitely
• Compliance: ISO 27001, GDPR, HIPAA, SOC 2 in progress, end-to-end encryption, participant anonymization in reporting
• Post-close utility: CDD evidence becomes baseline for 100-day customer engagement plans, quarterly tracking, and LP reporting

For PE firms with LP reporting obligations, the audit chain matters. A CDD claim that "retention risk was low based on expert consensus" is harder to defend in a post-close review than "retention risk was 14% based on 150 customer interviews, here are the 8 verbatim quotes on deteriorating support that we quantified as the primary switching trigger."