from pulp import radiance

ranked = radiance.adcanopy.rank(
    creatives=["ad_a", "ad_b", "ad_c"],
    frame="urban_parents",
)
print(ranked.order)  # ["ad_b", "ad_a", "ad_c"]

Next namespace: Windfall. Back to Radiance.

Introduction

Getting started

$pip install pulp-sdk

From draft to decision

Score a Reddit thread

Ground a claim in evidence

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

—

Pathos

—

Logos

—

Kairos

—

Style

—

Clarity

—

Focus

—

Awareness

—

Persuasive Velocity—

StemReferences

CensusFECCongressFed. Reg.RegulationsLegiScanGovInfoGDELTCivicWikimediaData.govPodcast Idx

rank

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

motivationdesirefear

define

apply

post

heatmap

price

trace

uptimeresize

q3-report.pdf

chart.png

keynote.mp4

WeftConversations

ThreadsChatInlineSide panels

DyeMedia

TextToday

ImageToday

SoundSoon

VideoSoon

BightInteractions

MouseKeyboardVoice · soonCombos · soon

Device & browser frames

Structured Discussion Bracket

Perspective scroll showcase

Scroll Scrubber

Production

Coming soon

Conventions

AdCanopy

Persuasive monetization. Recommendation, ad placement, and real time bidding driven by velocity scores instead of raw CTR.

AdCanopy

Accepts a list of creative IDs and a persona frame, returns a ranked order based on persuasive velocity scores for that audience.

rank

Verb	Signature	Description
`rank`	`rank(creatives, frame)`	Rank ad creatives for a persona frame using persuasive velocity

from pulp import radiance

ranked = radiance.adcanopy.rank(
    creatives=["ad_a", "ad_b", "ad_c"],
    frame="urban_parents",
)
print(ranked.order)  # ["ad_b", "ad_a", "ad_c"]

Next namespace: Windfall. Back to Radiance.