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A research model anchored in recognized standards.

What is Analyst Grade?

Three foundational frameworks define modern B2B buying.
Analyst-grade is what satisfies them.

Analyst-grade is a research standard derived from the recognized frameworks of modern B2B buying: Gartner's buyer enablement, Forrester's demand-unit waterfall, and the buyer-readiness model. Resolved to a single prospect as a Dossier, it triangulates account context, buyer psychology, stakeholder dynamics, qualification evidence, engagement strategy, and counter-thesis risk. Built from those frameworks, it meets or exceeds the rigor of Tier-1 ABM intelligence, and SDR Flow produces it selectively and repeatably while your team keeps execution in-house.

Gartner · 2018

Buyer Enablement

Identifies six "buyer jobs" buying groups must complete before purchase: problem identification, solution exploration, requirements building, supplier selection, validation, consensus creation. Sellers win by helping buyers complete these jobs.

How SDR Flow maps: The Dossier arms the SDR with the buyer-side context (problem state, decision dynamics, role-specific drivers) so every conversation opens aligned with the buyer's frame.
Forrester / SiriusDecisions

Demand Unit Waterfall

Treats the buying committee as the unit of demand, not the lead. Account intelligence must surface the committee, their roles, and the deal dynamics, not just individual contacts.

How SDR Flow maps: Committee strategy is built at the Foundation layer: per-persona stakeholder mapping, role intelligence, risk posture by seat. The Dossier carries that calibration into each prospect engagement via ICP alignment scoring and MEDDPICC.
CSO Insights / Korn Ferry

Buyer-readiness model

Identifies six stages of buyer readiness, from latent need through active evaluation to selection. Sellers must match outreach intensity and content depth to readiness stage.

How SDR Flow maps: Trigger signals, multi-signal momentum windows, and recommended first-touch tone and timing.
Buyer Enablement, Demand Unit Waterfall, and Buyer-readiness model. Operationalized at per-account scale.
The comparison

What GTM research looks like across the market.

Four reference points. The SDR skim, the AI prospecting tool, the Tier-1 analyst desk, and SDR Flow. Same dimensions across all four.

Dimension SDR Skim~45 min AI prospecting tool~$300/mo Tier-1 analyst desk$975–$2,600 / Dossier SDR FlowIncluded in operating plans
Time to produce ~45 min manual ~5 min automated ~6.5 hrs analyst time ~15 min engine-produced
Depth of intelligence Website + LinkedIn skim Thin Dossier, lightly enriched Triangulated, deep, sourced Business, buyer, market, fit, qualification, psychology, engagement, and counter-thesis intelligence triangulated into one Dossier
Evidence & provenance Unstructured notes Light source links Full citations Provenance per claim, confidence scored
ICP calibration None Generic / basic fit If wired manually 3-Layer ICP fit + vector deltas + similarity
Qualification overlay (MEDDPICC) No No If analyst trained on it Per-dimension scoring + evidence
Engagement plan Custom opener Suggested message Recommended approach First touch + sequence + tone + timing + pushback handling
Buying-committee logic No No Sometimes Handled upstream at the ICP/Foundation layer and surfaced into prospect-level qualification
Cost-of-inaction analysis No No If scoped in Root cause → consequence chain, quantified
Cost SDR time only ~$300/mo (tier-dependent) $975–$2,600 per Dossier Included in operating-plan capacity
Scale (Dossiers / mo per SDR) ~10–15 (manual cap) ~50–100 (light output) ~5–8 (analyst capacity) 5+ per rep / mo, selective by design
Meets the standard? No Partial Yes, if scoped Yes, by spec
Why go analyst grade?

Generic outreach gets ignored. Analyst-grade context wins replies.

Buyer Reality

Irrelevance is a deal-breaker

Modern B2B buyers self-serve generic information. They want sellers only when context is real and relevant.

  • 73% of B2B buyers actively avoid suppliers that send irrelevant outreach (Gartner)
  • Buyers prefer self-service for generic information and seller input only for contextual fit decisions
  • Buying groups are larger and harder to map. Individual-only prospect research is no longer enough
  • Stale or generic context erodes trust before the first reply is even considered
Source: Gartner B2B Buying research
Seller Reality

Top performers research first

The sellers who consistently hit quota treat pre-touch research as a non-negotiable.

  • 71% of top performers in APAC always research before outreach, vs 50% of other sellers (LinkedIn State of Sales)
  • 82% of UK top performers always research before outreach (LinkedIn State of Sales)
  • Incomplete or stale data stalls sellers and stalls deals
  • Manual research at this depth is ~6.5 hours per account. Unsustainable at outbound scale.
Source: LinkedIn State of Sales
Projected Outreach Performance by Context Depth
Directional planning ranges from third-party outreach research
Context Level What It Contains Research-Backed Signal Reasonable Lift Best Use
Generic Outreach Light template, broad persona/title targeting, little account context Backlinko: average outreach reply rate is 8.5%, most outreach is ignored Baseline Broad market testing only
Basic Enriched Name, title, company, industry, simple trigger, light personalization Backlinko: personalized subject/body copy improves response by ~+30.5% to +32.7% +30% to +35% Scalable outbound where fit is clear but signal depth is moderate
Analyst-Grade ICP fit, role relevance, trigger timing, company context, pain hypothesis, competitive angle, buying-committee logic Gong: industry, company, individual, and activity-based personalization can create much larger lift +88% conservative · +200% high-context Strategic accounts, intent signals, executive outreach, high-ACV outbound
These are directional planning ranges from third-party outreach research. SDR Flow does not claim guaranteed conversion or closed-won lift.
The next step

Operational ICP.
From Playbook to Prospect.

Tell us about your ICP, your motion, and your team. We'll scope the Foundation, recommend the operating plan that fits, and show how Dossier capacity maps to your reps.