Finances et assurances
Collect public rates, fees, insurance terms, filings, fund pages, issuer disclosures, regulator notices, market commentary, competitor offers, and alternative web signals as point-in-time records with provenance, revisions, conflicts, and ownership explicit.
Entities, products, jurisdictions, public sources, rights, and fields.
Source, raw value, product version, revision, conflict, and observation state.
Infrastructure, API access, scheduled feed, or managed program.
Decision coverage
Public web observations can support research and review. They do not establish suitability, creditworthiness, eligibility, liability, fraud, future performance, or the correct business decision.
01
Market & investment research
Which disclosures, public operating signals, market observations, and external narratives changed across the approved entity universe?
Disclosures and revisions
Public operating observations
Source and observation time
02
Corporate & counterparty research
What changed across company sites, public registries, licenses, locations, leadership, services, or official announcements?
Legal and source identity
Registry or license state
First seen, last seen and changed
03
Competitive product & distribution
How are displayed rates, fees, terms, coverage language, product documents, and distribution channels changing by jurisdiction and context?
Product and version
Public rate, fee or term
Jurisdiction, channel and context
04
Insurance market operations
Which public asset, service, provider, event, and reference-price observations changed within the approved geography or book context?
Public listings and reference values
Government or event notices
Provider and service directories
05
Risk, compliance & investigations
Which regulatory notices, filings, enforcement records, licenses, complaints, or exposure records require analyst review?
Agency or registry source
Entity and jurisdiction
Publication, revision and evidence state
06
Data engineering & model governance
Can every normalized value, change event, and model input be reconstructed from its source, context, version, and collection state?
Point-in-time lineage
Schema and normalization rule
Conflict, revision and missing state
Public-source coverage
Coverage is a named entity, product, source, jurisdiction, field, rights, context, and cadence brief—not an assumption that every financial record or insurance signal is public or licensable.
Source families
Filings, notices, licenses, registers, statistics
Disclosures, announcements, terms, rates, fees
Issuer pages, public reference pages, aggregators
News, reviews, hiring, property, product, location
Record context
Legal, regulator, issuer, source, product IDs
Raw value, unit, currency, period, jurisdiction
Published, effective, revised, first seen, observed
Observed, restated, conflict, missing, failed, excluded
Inspectable evidence contract
A normalized field is useful only when the raw source value, entity, product, jurisdiction, publication or effective time, observation state, and transformation remain reviewable.
01 · Identity
Legal and source IDs, company, issuer, instrument, provider, product, official domain, and jurisdiction.
02 · Source & value
Source and document type, page or document ID, raw and normalized value, unit, currency, period, displayed term, and public context.
03 · Time & version
Publication, effective, source-updated, first-seen, last-seen, captured, superseded, restated, and previous-observation references.
04 · Evidence & quality
Source URL, raw evidence, parser and schema version, change and conflict state, missing reason, extraction state, and scope status.
Illustrative product-term record Not customer data
provider-demo-17
insurance_provider
public_product_term
home-cover-demo
GB-example
administration_fee
45 GBP
public product page
source_changed
2026-07-21T09:20:00Z
finance_insurance.v1
Source linked Prior value retained Human review required
Entity resolution & evidence history
Resolve the entity and source object first. Preserve the public context, raw field, and point-in-time version before comparing or normalizing anything.
Prioritize regulator, registry, issuer, instrument, product, domain, and source identifiers before names and aliases.
Keep jurisdiction, market, channel, product version, unit, currency, period, and public scenario attached.
Retain raw values beside the normalized output, transformation rule, schema version, and review state.
Keep revised, superseded, conflicting, not-observed, failed, and excluded states instead of silently overwriting evidence.
Cross-source entity resolution, document matching, normalization, point-in-time history, and conflict handling are separately scoped feed or managed capabilities. They are not implied for every page-access response.
Entity anchor
Registry ID · jurisdiction · official domain
Source observation
Raw value · currency · page version
Independent source
Difference preserved · no silent preference
Delivery record
Evidence retained · human conclusion downstream
Quality & inference boundary
Keep source revisions, public conflicts, not-observed fields, collection failures, rights exclusions, and customer interpretation separate so technical states never become high-stakes decisions.
The public source returned and the contracted evidence fields were processed.
The new observation is appended with prior value, source context, and change state intact.
The difference remains visible for review rather than being resolved without an agreed rule.
A failed request or out-of-scope source does not establish a market, risk, customer, or claim state.
Disclosures, displayed terms, non-personal public example terms or quote fields, notices, market pages, alternative signals, revisions, and collection states.
Entity mapping, normalization, revision tracking, conflict states, quality checks, and delivery when specified.
Investment decision, credit assessment, underwriting, eligibility, pricing, fraud finding, claim outcome, legal interpretation, tax treatment, and regulatory action.
Four operating models
Infrastructure for your collectors
Representative evidence pilot
Start with one entity or product universe and representative public sources. Include stable, revised, conflicting, missing, inaccessible, and excluded observations—not only the easiest records.
Choose entities, products, jurisdictions, source candidates, rights, fields, history, exclusions, cadence, and destination.
Include ordinary records, revisions, restatements, conflicts, missing fields, inaccessible pages, rights exclusions, and failures.
Review entity keys, raw and normalized values, context, versions, source hierarchy, quality states, and acceptance.
Confirm collection, maintenance, rights, delivery, retention, remediation, review, and decision ownership.
A pilot validates collection and the data contract—not investment performance, regulatory suitability, underwriting, eligibility, pricing, fraud detection, or claim outcomes.
Evaluation questions
Sources, licensing, public terms, identity, revisions, freshness, history, sensitive data, high-stakes decisions, and maintenance—answered directly.
Eligible public regulator, registry, company, product, filing, comparison, market, news, research, and thesis-specific alternative-signal sources can be evaluated. Exact rights, page types, fields, jurisdictions, context, and cadence require scoping.
Not by default. Public web observations are distinct from licensed exchange, terminal, brokerage, payment, account, or transaction feeds. Any licensed source requires separate rights, permitted-use, and feasibility review.
Non-personal example terms or quote fields can be observed when publicly displayed and in scope, with product version, geography, currency, and channel retained. WebScrapingAPI does not enter applicant data, use simulated identities, submit forms or applications, produce personalized quotes, determine eligibility, or set a customer price.
A contracted workflow can prioritize regulator, registry, issuer, instrument, product, domain, and source identifiers before names and aliases. Ambiguous matches remain visible for review rather than being joined silently.
A point-in-time contract can append a new version while retaining the earlier observation, source publication or effective time, collection time, changed fields, and revision link instead of silently rewriting history.
Web access products respond when called. Scheduled and managed programs use a validated cadence by source and field. Each observation should retain its capture time; no universal real-time frequency is promised.
Forward history can begin when recurring collection starts. Backfill depends on eligible public source history or archives and is separately validated for coverage, rights, identifiers, and schema consistency.
Private, login-gated, account, application, claim, medical, credit, and other sensitive person-level data are not standard scope. Public availability also does not remove privacy, licensing, retention, purpose, or access review.
No. WebScrapingAPI provides collection infrastructure and contracted public-web observations. Customers own methodology, lawful use, professional review, models, legal and regulatory interpretation, conclusions, and every high-stakes decision.
Proxy and raw page-access customers maintain their downstream collectors or parsers. WebScrapingAPI maintains the documented API layer and maintains contracted connectors, extraction, quality, source-change work, remediation, and delivery for scheduled and managed programs.
Validate the evidence design
Share the entities, products, public sources, fields, jurisdictions, history, quality rules, rights constraints, and destination. We’ll return representative source-linked records with revision, conflict, missing, and exclusion states explicit.
