Platform · Aggregator product listings

Insurance Aggregator Listing Data

Comparison sites show prices only after you describe yourself. Everything they publish before that point is fair data; everything after it is someone's personal quote.

Insurance aggregator listing data covers what insurance comparison sites publish without a quote: the providers on their panels, feature tables, third-party ratings shown beside products, guides and their published price indices. Quotes need personal details, and we never invent a person to get one — so quote results are out of scope, by design.

This is the page where the insurance hub's rule matters most. Most aggregator data sold in the market is fabricated-quote data. This is the rest.

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aggregators_sample.jsonl LIVE FEED

{"product_line":"car","panel_provider":"as listed","first_seen":"2026-03-02"} {"rating":"as displayed","rater":"as displayed","rating_year":"2026"} {"quote_form_submitted":false,"invented_profile":null}

illustrative sample rows · GBwhat is published before the quote · schema v1.0

Independence and trademarks. Actowiz Solutions is not affiliated with, endorsed by or connected to Aggregator product listings or its owners. Aggregator product listings and related marks belong to their respective owners, used here only to name the publicly accessible source this service collects from.

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Aggregator product listings at a glance

How we handle Aggregator product listings specifically

Platform-specific handling, not a generic retail template pointed at a different domain.

Scope: Insurance comparison sites
Quote results: Out of scope — need personal details
Panels: Providers listed, per product line
Feature tables: As published, with the site as source
Ratings: The rater's, with year
Price indices: Published averages, with basis
Example: Confused.com/WTW index: £719, Q2 2026 (quoted)
Invented profiles: Never

Platform specifics

What is published before the quote

These are the reasons a Aggregator product listings dataset needs its own handling rather than a shared retail schema.

Collectable without a person

Before any details are entered, comparison sites publish which providers they compare, what features they compare on, ratings they display, and often their own price statistics.

panel_providers per product line, with first_seen and last_seen.
feature_tables as published, with the site recorded as the source of each value.
ratings recorded with rater and year; the rating is the rater's.
price_indices with publisher, basis (quoted or paid), period and method note as published.

Why no quotes, and what we do not do

Why no quotes

A quote is priced on a person's details: age, address, vehicle, claims history. Obtaining one means either using a real person's details or inventing someone. We do neither. The published averages on our motor and home pages are the honest substitute, labelled for what they are.

Feature tables versus documents

A comparison site's feature table is its summary. Where the insurer's own documents are collected too, differences are flagged.

What we do not do

Submit quote forms with invented or real personal details, reconstruct quotes, present a site's summary as the contract, or collect user data.

Scope

What we collect on Aggregator product listings, and what we do not

The right column matters more than the left. Anyone can list fields; the limits are what tell you whether the dataset will hold up.

✅ What we collect

panel_providers per line, with first and last seen
Feature tables with the site as source
Ratings with rater and year
Published price indices with basis and period
Guides' factual statements recorded with the site as source
Differences from insurer documents flagged
Panel changes as dated events
Page versions tracked
Quote forms never submitted

❌ What we do not, and why

Quote forms submitted with invented details
Quote forms submitted with any real person's details
Quotes reconstructed or estimated
A site's summary presented as the contract
User data

Core Aggregator product listings fields

The full dictionary is agreed during scoping. These are the fields specific to this platform.

Field	What it is on this platform
site / product_line	Which comparison site, which line
panel_provider	As listed
first_seen / last_seen	Panel lifecycle
feature_table_value / feature	As published
value_source	The site
rating / rater / rating_year	As displayed
index_name / index_basis / period / value	Published averages
document_difference	Where insurer documents differ
page_version	Change tracked
source_url	Page
observed_at	Timestamp

Use cases

What teams do with Aggregator product listings data

Distribution presence

Which providers appear on which comparison sites, and when they leave.

Published price context

Aggregators' own indices, labelled by basis.

Feature comparison as presented

How sites summarise products, beside insurers' documents.

Ratings in the market

Which ratings are displayed, by year.

The 24-hour sample — run on your sources, not ours

Send us a Aggregator product listings item or category list. We run real collection against it and return the output within 24 hours, with the platform-specific fields populated so you can check them yourself rather than take our word for it.

Real extraction from your actual sources
Returned within 24 hours
Coverage and QA note included
You keep the data either way
No card, no trial clock
Named engineer on the call

Get my free sample Book a 20-min scoping call Reply within one business day. Reference calls available under NDA.

How we engage

Three ways to engage us

Same collection pipeline and QA underneath. The difference is who holds the schedule and how the data reaches you.

Managed service (most common)

We own the collection, the QA and the delivery. You receive clean data on a schedule and never touch a scraper.

Dedicated engineer assigned to your account
Site changes fixed by us, not reported to you
Scheduled delivery to your warehouse or S3
Named contact on Slack or email

Best fit: Teams who need the data, not the infrastructure.

API access

The same collection pipeline exposed as an authenticated REST endpoint your systems query directly.

On-demand and scheduled endpoints
Rate limits agreed to your load profile
Sandbox keys for integration testing
Versioned schema with deprecation notice

Best fit: Product and engineering teams building on live data.

One-time or project extraction

A defined pull for a specific question — market sizing, diligence, a pitch, a one-off audit.

Fixed scope agreed in writing upfront
Single delivery with full QA report
Methodology documented for your records
Converts to managed if you want continuity

Best fit: Research, strategy and diligence work with a deadline.

Pricing

Every engagement is quoted individually, because the honest answer depends on your scope: how many sources, how many records, how often, and how the data reaches you. We scope it with you, run a free pilot on your own sources, and then quote a fixed monthly figure — no per-request metering and no overage billing when volumes move. Request a quote and you will have a number after one call.

Aggregator product listings is usually collected alongside its competitors

Almost nobody buys a single platform in isolation. Aggregator product listings data becomes useful when it sits next to the competitor set on one schema, refreshed on one schedule, so a price index or availability comparison is genuinely like-for-like.

That is what insurance data covers, and a Aggregator product listings-only engagement can be expanded into it without rebuilding. If you already know you need several platforms, start there instead — it is the same pipeline and usually the better scoping conversation.

FAQ

Aggregator product listings data scraping: frequently asked questions

Platform-specific questions, including what cannot be collected here.

No. Quotes need a person's details, and we never invent or use them.

Many sell fabricated-quote data. We do not, and the insurance hub page explains why.

Published indices, such as the Confused.com/WTW quoted-price index and the ABI's premiums-paid trackers, each labelled.

Yes, per product line, with dates when they join and leave.

They are the site's summary. We flag differences from insurers' documents where both are collected.

It depends on sites, product lines and refresh.

Talk to us.

See real Aggregator product listings data before you commit to anything

Send us an item or category list. We return the output within 24 hours with the platform-specific fields populated.

Get a free sample Talk to an engineer

Free pilot, no card, no obligation. If we cannot collect a field you need on this platform, the sample shows you that too.

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