DAISORO

A4.1 / Journey Intelligence

Digital Journey & Lead Friction Map

Exploratory map of public automotive digital journeys, lead forms, quote steps, document prompts, and friction signals.

Exploratoryfuture priority
Industry

Automotive

Family

Journey Intelligence

Delivery

Direct file delivery / API access

Schema preview

Lead Friction Map

sample structure
01Brand, model, trim, and body type
02Market, dealer, marketplace, or channel
03Inventory, offer, finance, or warranty identifier
04Public terms and availability summary
05First seen, last seen, and version status
06Evidence URL, screenshot, and QA status

What it captures

  • Brand, model, trim, and body type
  • Market, dealer, marketplace, or channel
  • Inventory, offer, finance, or warranty identifier
  • Public terms and availability summary
  • First seen, last seen, and version status
  • Evidence URL, screenshot, and QA status

Decision workflows supported

  • Lead journey benchmarking
  • Form friction analysis
  • Dealer and OEM experience review

Buyer roles

  • OEM strategy teams
  • Dealer network teams
  • Auto finance and insurance leaders
  • Marketplace and pricing teams
  • Data and AI teams

Delivery models

  • Direct file delivery
  • API access
  • Cloud push

Decision workflows supported

Pricing strategy

Monitor offer changes, bundle mechanics, channel variance, and competitor moves.

CVM / retention

Feed churn, retention, and portfolio-risk workflows with structured market signals.

Data & AI ingestion

Use stable IDs, schema fields, evidence references, and version states in AI pipelines.

Regulatory transparency

Review public terms, fair-use labels, evidence, and change history without overclaiming legal status.

Sample structure

Non-downloadable field preview

Request sample dataset

This preview shows the record structure without presenting field examples as live data.

Brand, model, trim, and body typeidentifier / label
Market, dealer, marketplace, or channelidentifier / label
Inventory, offer, finance, or warranty identifierstructured value
Public terms and availability summarystructured value
First seen, last seen, and version statusevidence metadata
Evidence URL, screenshot, and QA statusevidence metadata

Dataset scope

Refresh cadence

Exploratory; journey dependent.

Coverage

Publicly reachable journeys only.

Evidence depth

Source URL, Capture timestamp, Screenshot archive, Page or document archive where available, Version hash, QA status

EVIDENCE REFERENCES

Proof fields travel with the record.

Records are designed to preserve the source, capture state, and QA context needed for downstream review.

Source URLCapture timestampScreenshot referenceDocument referenceVersion hashQA state

VERSION HISTORY

Offer change trail.

1First seencapturevh_01a2
2Promo price addedprice deltavh_02b7
3Eligibility changedrule updatevh_03c4
4Allowance updatedbundle deltavh_04f9
5Offer retiredstatus changevh_05d1

Related datasets

Adjacent signals

Request sample dataset
A2.1

Auto Finance Quote & APR Matrix

ExploratoryAutomotiveFinance & Protection Intelligence

Exploratory structure for observable auto finance quotes, APR labels, terms, eligibility prompts, and evidence.

Use cases
Finance quote comparisonOffer structure monitoring
Key fields
Brand, model, trim, and body typeMarket, dealer, marketplace, or channel
View dataset
A2.2

Insurance & Extended Warranty Matrix

ExploratoryAutomotiveFinance & Protection Intelligence

Exploratory dataset for public insurance, warranty, protection plan, and add-on offer structures.

Use cases
Protection product comparisonBundle and add-on monitoring
Key fields
Brand, model, trim, and body typeMarket, dealer, marketplace, or channel
View dataset

Next step

Request a sample or map this dataset to your workflow.

DAISORO can discuss market scope, evidence depth, delivery model, and sample structure for your workflow.

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