ConfiguredResearch

Web Research Briefing

Turn approved search topics and web pages into recurring, source-linked research briefs with structured evidence, timestamps, and explicit collection states.

No access or payment before scope confirmation

Your input

Tell us what to run. We handle the operating structure.

You do not need to prepare technical configuration. Provide the business requirements, examples, and approved access; we translate them into fields, rules, and a tested schedule.

What you provide

Research question and intended decision
Approved search terms, URLs, domains, markets, and languages
Required fields, evidence standard, and briefing structure
Inclusion, exclusion, date-window, and source-priority rules
Maximum search results and pages per run
Frequency, delivery destination, retention period, and named reviewers
Examples of relevant, irrelevant, ambiguous, and preferred outputs

How you provide it

Setup form
Search-query list
Approved URL or domain spreadsheet
Research brief
Example evidence table or briefing template
Written inclusion, exclusion, citation, date, review, and retention rules

The result

What this workflow delivers.

A reviewable evidence pack that helps research, strategy, procurement, marketing, and operations teams follow a defined topic without repeatedly searching, opening, cleaning, and organizing web pages by hand.

Best for: Market research, competitive intelligence, procurement, policy, strategy, product, marketing, partnerships, and operations teams that need repeatable public-web evidence around a defined question or approved URL list.

Sources

Approved public-web search queries
Approved public URLs and domain lists
Public static pages and JavaScript-rendered pages when technically accessible
Customer-supplied topic, market, language, inclusion, and exclusion rules
Public search-result titles, descriptions, URLs, and retrieved page content

Output fields

Source title, canonical or observed URL, domain, and result position when available
Search-result description and retrieval status
Raw retrieved page text or Markdown when included in scope
Publication or page date when visibly available
Collection timestamp, query, market, language, and source method
Source-linked findings, quotations, and briefing sections
Structured entities, claims, dates, categories, or fields agreed during setup
Explicit unavailable, blocked, timed-out, partial, duplicate, unsupported-media, or review-required state

Delivery options

Research brief
Evidence table
Google Sheets
Excel
CSV
JSON
Markdown
Database or warehouse-ready delivery
Airtable base or table
Scoped API endpoint

Operating scope

Quoted by queries, pages, languages, retrieval method, frequency, retention, and review requirements
One-time, daily, weekly, or monthly
Public sources

AI-ready delivery

Structured data your team and agents can rely on.

Receive normalized records directly or let an approved agent retrieve them through a scoped interface. Source evidence, transformations, timestamps, and exception states remain available for review.

Use it directly

CSV and JSON exports
Airtable or spreadsheet delivery
Database and warehouse-ready records
Customer-controlled backups

Connect approved agents

Scoped API or webhook access
Filter and retrieve defined records
Summarize, compare, classify, and cite
Route exceptions to a human owner

Keep control

Customer-owned resulting dataset
Raw and normalized values remain distinct
Model, API, hosting, and storage costs are scoped
No autonomous consequential authority

Configurable service

One workflow, configured around the decisions your team owns.

The modules describe business capabilities, not separate tools to operate. Select the coverage, filters, review rules, schedule, and destination during setup.

Available modules

Scheduled topic monitoring - run approved queries on an agreed cadence and preserve result context
Approved-page collection - retrieve specified public URLs and record complete, partial, blocked, timed-out, or unavailable states
Source-linked briefing - organize findings into a repeatable brief with citations and collection timestamps
Structured evidence extraction - capture agreed entities, dates, claims, categories, or fields while retaining source text separately
Change observation - append timestamped result and page states for comparable-run analysis
Coverage and conflict review - surface missing evidence, duplicates, source disagreement, weak support, and review-required findings
Research-system delivery - prepare Markdown, JSON, table, database, or warehouse-ready outputs
Retrieval policy configuration - select suitable static or browser-based collection boundaries by approved source type

Business questions supported

What relevant public evidence has appeared since the previous run?
Which approved sources support each finding?
Which search results or pages are new, changed, missing, blocked, duplicated, or only partially retrieved?
Where do sources agree, conflict, or leave an important evidence gap?
Which claims require human verification before use?
How has search coverage or observed source position changed over time?
Which queries, domains, markets, or languages are producing useful evidence?
What raw observations, extracted fields, dates, and assumptions support the briefing?

Worked example

See what goes in and what comes back.

Examples show the delivery structure before setup. Names and values are illustrative, not client records or performance claims.

Example input

{
  "research_question": "What material changes are being announced in the European industrial heat-pump market?",
  "queries": [
    "industrial heat pump Europe investment",
    "industrial heat pump Europe regulation"
  ],
  "approved_domains": [
    "example-policy.eu",
    "example-manufacturer.com"
  ],
  "max_results_per_query": 5,
  "markets": [
    "EU"
  ],
  "languages": [
    "English"
  ],
  "date_window": "Previous 30 days",
  "frequency": "Weekly",
  "delivery": "Research brief and evidence table"
}

Example delivery

Illustrative record

{
  "finding": "Example manufacturer announced a synthetic capacity expansion for review.",
  "evidence_status": "review",
  "source_title": "Synthetic expansion announcement",
  "source_url": "https://example-manufacturer.com/news/synthetic-expansion",
  "query": "industrial heat pump Europe investment",
  "observed_result_position": 2,
  "published_date_raw": "2026-08-12",
  "collected_at": "2026-08-19T09:00:00Z",
  "retrieval_state": "complete",
  "confidence_note": "Date and claim require source review",
  "example_status": "synthetic"
}

Installation path

From source approval to scheduled operation.

The first representative run is reviewed before the workflow becomes a recurring operation.

Define the research question, approved queries or URLs, markets, languages, exclusions, and required evidence fields

Run a representative sample and inspect result relevance, page accessibility, extraction quality, dates, and failure states

Agree source limits, deduplication, citation format, briefing structure, review rules, schedule, retention, and destination

Collect search results or approved pages using the least intensive suitable retrieval method

Preserve source observations separately from normalized fields and AI-assisted summaries

Deliver completed, partial, missing, blocked, timed-out, unsupported-media, and review-required states without presenting them as equivalent

Managed history

Each run adds to a useful operating history.

Recurring runs can append timestamped search-result and page observations rather than silently replacing prior evidence. Result position, title, description, URL, visible dates, retrieved content state, extracted fields, source-linked findings, and review status can be compared across the agreed period.

Retention and portability

Retention is agreed before launch. Source observations, structured evidence, and briefing outputs can be exported to CSV, JSON, spreadsheets, Markdown, a database, warehouse, or another customer-controlled destination. Full-page text can be excluded or retained for a shorter period where licensing, privacy, sensitivity, or storage concerns require it. Deletion, portability, and managed archives are defined in the engagement scope. The resulting dataset belongs to the customer. Aineed Data retains only the managed copy and history agreed for operation. CSV, JSON, Airtable, database, warehouse, scoped API, customer-controlled backup, deletion, portability, and exit-export requirements are defined during setup.

What the accumulated history can support

Track a defined market, policy, competitor, supplier, technology, or industry topic
Build a cited evidence base for human research and decision preparation
Compare search coverage and source availability over time
Identify newly observed, changed, missing, duplicated, or conflicting evidence
Monitor approved pages for relevant content changes
Structure public-web evidence for analysis or retrieval systems
Audit which sources support each briefing statement
Prioritize deeper human investigation where evidence is weak or ambiguous
Let an approved AI agent retrieve records using defined fields, filters, and source identifiers
Generate source-linked summaries, comparisons, classifications, or briefs from the structured dataset
Route missing, conflicting, low-confidence, or action-required records to a named human reviewer
Trigger approved downstream tasks through an API or webhook without granting autonomous consequential authority

Interpretation limits

History makes comparison possible, but it does not remove source limitations or turn signals into guaranteed business outcomes.

Search results are not exhaustive and can vary by time, market, language, query wording, search provider, personalization controls, and source availability

A result position or search description does not prove relevance, authority, accuracy, or endorsement

Pages can be blocked, unavailable, paywalled, rate-limited, unsupported, changed after collection, or only partially rendered

Visible publication dates, metadata, canonical URLs, and page language can be absent, stale, inconsistent, or publisher-controlled

Dynamic content may require slower retrieval and can still be incomplete

Timeouts can return partial evidence; partial, blocked, and failed states are retained explicitly

AI-assisted summaries and field extraction can omit context or introduce errors and require source-linked human review

The workflow does not establish truth, legal admissibility, copyright permission, or completeness

Pricing depends on queries, pages, languages, retrieval method, frequency, content volume, retention, storage, and review requirements

Safeguards

Automation stays inside agreed boundaries.

Access, retention, exports, and operating controls are confirmed for this workflow before launch.

Approved public sources and documented research purpose only

No passwords, cookies, tokens, MFA codes, private keys, or session exports through public forms or ordinary email

No bypassing access controls, paywalls, CAPTCHAs, robots restrictions, account restrictions, geographic controls, or publisher licensing

Domain, query, page-count, request-rate, and retention boundaries are agreed before launch

Raw retrieved text, extracted fields, calculations, and AI-assisted synthesis remain distinguishable

Every substantive finding retains a source URL and collection timestamp when available

Conflicting, stale, ambiguous, or weakly supported findings are flagged for human review

No autonomous legal, medical, financial, hiring, procurement, or other consequential decision-making

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Start setup

Configure Web Research Briefing.

Share the sources, rules, and destination. We’ll verify access and confirm the final setup and monthly operating scope.

Setup$600

ManagedQuoted by query and page volume

Normally liveConfirmed after sample

Web Research Briefing

Tell us what to run. We handle the operating structure.

What you provide

How you provide it

What this workflow delivers.

Sources

Output fields

Delivery options

Operating scope

Structured data your team and agents can rely on.

Use it directly

Connect approved agents

Keep control

One workflow, configured around the decisions your team owns.

Available modules

Business questions supported

See what goes in and what comes back.

From source approval to scheduled operation.

Each run adds to a useful operating history.

What the accumulated history can support

Automation stays inside agreed boundaries.

Continue through the catalogue.

Competitive Price & Assortment Intelligence

Supplier Quote Normalizer

Portal Report Collector

Configure Web Research Briefing.

Configure the workflow.