ConfiguredResearch

Local Business Market Mapper

Turn approved business-category and location searches into a source-linked local market directory with websites, public business contacts, social profiles, and rating signals.

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

Approved business categories, industries, and search phrases
Cities, regions, countries, radii, or territory definitions
Legitimate market research, supplier discovery, partnership, or account-planning purpose
Maximum results per query and total record cap
Required business, location, website, public-contact, social, and rating fields
Category, geography, duplicate, chain-location, and exclusion rules
Role-based contact policy and prohibited personal fields
Frequency, retention period, destination, and named human reviewers

How you provide it

Setup form
Spreadsheet of category and location queries
Territory or market research brief
Approved city, region, radius, or country list
Example account directory or CRM preparation schema
Written contact-field, privacy, outreach, deduplication, retention, and review rules

The result

What this workflow delivers.

A reviewable local business map that helps research, partnerships, sales operations, expansion, and market teams understand visible market coverage, identify account candidates, and prepare human qualification.

Best for: Market research, territory planning, partnerships, franchise development, local SEO research, commercial operations, supplier discovery, real estate research, and account-based teams mapping approved business categories and geographies.

Sources

Approved public map and business-directory search results
Approved category and location queries
Public business websites linked from source listings
Public contact and legal-information pages on company-owned domains
Public role-based business email addresses and main business phone numbers when visibly published
Public company social-profile links when visibly linked from the business website

Output fields

Business name, category, source listing URL, and observed result position
Full displayed business address and normalized city, region, postal code, and country when available
Main business phone number and website URL when published
Public role-based business email address, source page, and discovery state when approved
Public company social-profile URLs visibly linked from the business website
Source-displayed rating and review count
Collection query, geography, timestamp, deduplication key, and qualification status
Explicit missing website, missing contact route, duplicate, closed, unavailable, ambiguous, partial, or review-required state

Delivery options

Local market directory
Territory coverage table
Account research queue
Google Sheets
Excel
CSV
JSON
CRM preparation file
Database or warehouse-ready delivery
Airtable base or table
Scoped API endpoint

Operating scope

Quoted by queries, geographies, result depth, websites, contact pages, frequency, retention, and review requirements
One-time, monthly, or quarterly
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

Category and geography discovery - run approved local business searches and preserve query and result-position context
Business listing capture - structure names, categories, addresses, phones, websites, ratings, review counts, and source URLs when displayed
Company website contact review - inspect approved company-owned pages for role-based business contacts and contact routes
Public social-link discovery - retain company social profiles visibly linked from the official business website
Geography normalization - separate raw addresses from normalized city, region, postal code, country, and territory fields
Deduplication and branch handling - identify repeated listings, shared domains, chains, and location-level records under agreed rules
Territory coverage analysis - summarize source-visible businesses by approved category and geography without claiming completeness
Recurring change history - append listing, contact, rating, review-count, website, and status observations over time
Qualification and exception review - surface category mismatch, missing website, missing contact, duplicate, closed, unavailable, partial, and ambiguous states

Business questions supported

Which businesses are visibly listed for each approved category and geography?
Where does the source-visible market appear dense, sparse, or poorly categorized?
Which businesses publish a website, role-based email, main phone number, contact page, or company social profile?
Which records appear to be branches, chains, duplicates, moved locations, or closed businesses?
Which listings have changed address, category, website, phone, rating, or review-count state since the previous run?
Which businesses require human verification before account, supplier, partnership, territory, or location use?
How do query wording, geography, radius, and result depth limit observed coverage?
Which source listing, company page, contact page, query, and collection time support each record?

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

{
  "searches": [
    {
      "category": "Commercial cleaning services",
      "location": "Manchester, United Kingdom"
    },
    {
      "category": "Facilities management",
      "location": "Leeds, United Kingdom"
    }
  ],
  "max_results_per_search": 50,
  "include_company_website_contacts": true,
  "allowed_contact_types": [
    "Role-based business email",
    "Main business phone",
    "Contact page"
  ],
  "exclude_personal_emails": true,
  "required_fields": [
    "Business name",
    "Category",
    "Address",
    "Website",
    "Rating",
    "Review count"
  ],
  "frequency": "Quarterly",
  "delivery": "Local market directory"
}

Example delivery

Illustrative record

{
  "business_name": "Example Facilities Group",
  "category_raw": "Facilities management company",
  "category_normalized": "Facilities management",
  "address_raw": "10 Example Street, Leeds LS1 1AA",
  "city_normalized": "Leeds",
  "website": "https://www.example-facilities.test",
  "public_business_email": "enquiries@example-facilities.test",
  "email_source_url": "https://www.example-facilities.test/contact",
  "phone_raw": "+44 113 000 0000",
  "rating_raw": 4.3,
  "review_count_raw": 87,
  "search_query": "Facilities management in Leeds",
  "collected_at": "2026-08-19T09:00:00Z",
  "qualification_status": "human_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.

Confirm the legitimate purpose, approved business categories, geographies, languages, result limits, and prohibited uses

Run a representative sample and inspect business coverage, category relevance, addresses, websites, contact routes, social links, ratings, duplicates, and missing states

Agree normalization, deduplication, role-based contact rules, qualification fields, review states, retention, cadence, and destination

Collect approved public listing observations and visit company-owned websites only when contact discovery is included

Preserve source values separately from normalized geography, category grouping, qualification, and calculated coverage

Deliver completed, partial, duplicate, missing, closed, unavailable, ambiguous, and review-required states separately

Managed history

Each run adds to a useful operating history.

Recurring runs can append timestamped business listing, address, category, website, public contact route, social link, rating, review-count, and availability observations. Newly observed, changed, missing, duplicate, closed, or unavailable businesses can be compared across the agreed period.

Retention and portability

Retention is agreed before launch. Business listings and public company contact routes can be exported to CSV, JSON, spreadsheets, a CRM preparation file, database, warehouse, or another customer-controlled destination. Public role-based addresses remain subject to purpose, suppression, deletion, and downstream outreach rules. Personal contact fields are excluded. Deletion, portability, access, 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

Map visible businesses by category and geography
Estimate source-visible market density and territory coverage
Identify businesses with or without a public website or role-based contact route
Compare source-displayed ratings and review counts without treating them as verified quality
Prepare account, partnership, supplier, franchise, or location research for human review
Track newly observed, moved, changed, unavailable, or apparently closed businesses
Deduplicate branches, chains, websites, phone numbers, and source listings
Review category mismatches, ambiguous addresses, missing contact routes, and low-confidence records
Build a source-linked CRM preparation file without initiating outreach
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.

Directory and map results are ranked and personalized source observations, not exhaustive listings of every business in a geography

Result coverage can vary by query wording, language, market, map viewport, radius, source ranking, device, and collection time

Business names, categories, addresses, phone numbers, websites, hours, ratings, review counts, and operating status can be stale, incomplete, duplicated, or user-submitted

A listing does not prove legal existence, ownership, licensing, current operation, service quality, or commercial suitability

A linked website or social profile may belong to a franchise, parent, branch, directory, or unrelated entity and can require human verification

Public email addresses can be generic, outdated, protected by consent rules, or unsuitable for marketing

Website contact discovery can miss JavaScript-rendered, image-based, obfuscated, or form-only contact routes

Ratings and review counts differ by source and do not establish customer satisfaction or business quality

Category and location normalization can merge distinct businesses or split one business into multiple records

010

Pages can be blocked, unavailable, rate-limited, changed, or removed after collection

011

Pricing depends on queries, geographies, result depth, websites, fields, frequency, history, 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 business sources and documented market-research or business-development purpose only

No passwords, cookies, tokens, MFA codes, private keys, or session exports requested through forms, email, or setup

No bypassing access controls, CAPTCHAs, publisher restrictions, geographic controls, licensing, robots rules, or request limits

Company-owned websites are visited only when publicly linked or explicitly approved

Only visibly published role-based business email addresses and main business phone numbers are included by default

No personal email inference, pattern generation, personal mobile numbers, hidden contacts, WHOIS enrichment, or identity resolution

No claim that a public email is verified, deliverable, consented for marketing, or appropriate for outreach

No automated emailing, calling, social messaging, CRM sequencing, lead scoring, or commercial decision-making

Ratings, review counts, business status, and categories remain source observations rather than quality or eligibility judgments

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No representation of directory or mapping-platform affiliation, endorsement, official API access, exhaustive coverage, or guaranteed freshness

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Start setup

Configure Local Business Market Mapper.

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

Setup$600

ManagedQuoted by geography and record volume

Normally liveConfirmed after sample

Local Business Market Mapper

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 Local Business Market Mapper.

Configure the workflow.