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Pulp
  • Company
Access Demo
    • human interfaces
    • critical decisions
    • persona engine
    • machine health
    • data storytelling
    • persuasive intelligence
    • workforce optimization
    • custom ai/ml
    • policy & governance
    • marketing & media
    • consulting & management
    • finance & markets
    • public engagement
    • thinkwell™ workstation
    • thinkwell™ plugin
    • pulp™ api
  • Company
Access Demo

Overview

  • Introduction
  • Getting started

Guides

  • From draft to decision
  • Score a Reddit thread
  • Ground a claim in evidence
  • Simulate an audience
  • AI Debate Tournament

SDKs

  • Server-Side SDK
    • Radiance
      • RootWords
        • Docs
        • Sections
        • Paras
        • Sentences
        • Clauses
        • Claims
        • Phrases
        • Named Entities
        • Words
        • Characters
        • Special Characters
        • Special Patterns
      • RootCause
      • StemReferences
      • AdCanopy
    • Windfall
      • TrueAura
        • Demographics
        • Psychographics
        • Mindstate
        • Environment
        • Memory
        • Vision
      • NectarRewards
      • PoisonIvy
      • GrapeVine
    • Groundwater
      • WebSoil
      • DomainCrust
      • CodeMantle
      • ServerCore
  • Web SDK
    • loosethreads UI/UX
      • WarpDisplays
      • WeftConversations
      • DyeMedia
      • BightInteractions
      • Component Library
        • Sandbox
          • Cards & panels
            • Expandable card
            • Debug panel
          • Text effects
            • Morphing text
            • Video text
          • Device & browser frames
            • Safari frame
            • iPhone frame
            • Android frame
          • Canvas & 3D
            • Crowd canvas
            • Interactive robot
          • Data & visualization
            • Location map
            • Leaderboard
            • Structured Discussion Bracket
          • Controls & inputs
            • Region Selector
          • Scroll effects
            • Scroll-stack cards
            • Perspective scroll showcase
            • Scroll Scrubber
        • Production

Reference

  • References catalogSoon
  • Conventions
  • PricingSoon
  • Status and roadmapSoon
Introduction
Getting started
$pip install pulp-sdk
From draft to decision
Score a Reddit thread
Ground a claim in evidence
Simulate an audience
AI Debate Tournament
Server-Side SDK
Radiance
RootWords
Docs
📄sample.txt2 paras · 160 chars
Sections
§1 Introduction
Paras
¶1: first paragraph block
¶2: second paragraph block
Sentences
S1S2S3S4
Clauses
C1C2C3C4C5C6
Claims
Claim 1Claim 2Claim 3
Phrases
NPVPNPVPPPNP
Named Entities
Pulp [ORG]
Words
ifwewaitforcertaintywewillbe+20 more
Characters
0 → 159
Special Characters
spaces × 27punct × 8nbsp × 0
Special Patterns
0 patterns detected
RootCause
Ethos
82
Pathos
61
Logos
88
Kairos
74
Style
67
Clarity
91
Focus
79
Awareness
58
Persuasive Velocity75
StemReferences
CensusFECCongressFed. Reg.RegulationsLegiScanGovInfoGDELTCivicWikimediaData.govPodcast Idx
AdCanopy
rank
Windfall
TrueAura
Demographics
life_stageyoung_adult
education_levelbachelors
locationurban
occupationtech
Psychographics
Impelling
Compelling
Repelling
Mindstate
alpha 10 Hzcalm
Environment
vision onhearing onsmell offtouch offtaste off
Memory
purchases 12content 48brands 5
Vision
motivationdesirefear
NectarRewards
define
PoisonIvy
apply
GrapeVine
post
Groundwater
WebSoil
heatmap
DomainCrust
price
CodeMantle
trace
ServerCore
uptimeresize
Web SDK
loosethreads UI/UX
WarpDisplays
📄q3-report.pdf
🖼chart.png
▶keynote.mp4
WeftConversations
ThreadsChatInlineSide panels
DyeMedia
TextToday
ImageToday
SoundSoon
VideoSoon
BightInteractions
MouseKeyboardVoice · soonCombos · soon
Component Library
Sandbox
Cards & panels
Expandable card
Debug panel
Text effects
Morphing text
Video text
Device & browser frames
Safari frame
iPhone frame
Android frame
Canvas & 3D
Crowd canvas
Interactive robot
Data & visualization
Location map
Leaderboard
Structured Discussion Bracket
Controls & inputs
Region Selector
Scroll effects
Scroll-stack cards
Perspective scroll showcase
Scroll Scrubber
Production
Coming soon
Conventions
  1. Server-Side SDK
  2. Radiance
  3. RootCause

RootCause

Persuasion. Why does this message move people, or fail to? RootCause is the scoring heart of the platform: the eight P.U.L.P. dimensions, the composite persuasive force reading, and a diagnosis that tells you not just where the message is weak but what kind of weakness it is and which moves would repair it.

Under the hood, RootCause detects the individual persuasive moves in a text, the concessions, reframes, appeals, and pivots that skilled communicators deploy by instinct, and evaluates how they compose. Persuasion is not a property of sentences. It is a property of structure, and structure is exactly what machines are good at seeing.

Use it to

  • Score a draft before the room does.
  • A/B your own arguments before spending a dollar testing them on humans.
  • Audit six months of outbound and find out which dimension your team systematically underweights.
  • Set a persuasive force floor in CI: nothing ships below a 70.

Force runs 0 to 100, and so does every one of the eight dimensions (Ethos, Pathos, Logos, Kairos, Style, Clarity, Focus, Awareness). The optional audience_hint sharpens Awareness and Kairos.

score
VerbSignatureDescription
scorescore(text, audience_hint)Score a passage and return the eight dimension vector, a composite force, the detected moves, and a diagnosis
reading = client.radiance.rootcause.score(
    text=fundraising_email,
    audience_hint="major_donors",   # optional, sharpens Awareness and Kairos
)

print(reading.force)        # 63
print(reading.diagnosis)

Read that diagnosis again. It is not a grade. It is an edit. This is the difference between a metric and an instrument: a metric tells you that you lost, an instrument tells you where the round turned.

ROI in one line: you are already paying for persuasion scores. You pay in lost deals, dead emails, and meetings that end in “let’s circle back.” RootCause just makes the invoice visible before you owe it.

Next module: StemReferences. Back to Radiance.