> ## Documentation Index
> Fetch the complete documentation index at: https://www.landbase.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Available fields

> Field reference for all 9 datasets accessible through Advanced Dataset Creator — company, person, job posting, conference, Walmart, and CRE.

# Available fields

Advanced Dataset Creator exposes \~1,500 fields across 9 datasets. Any field on this page can appear in filters, output columns, aggregations, and computed expressions when you use `--agent=advanced_dataset_creator`.

**Notation**

* Dot notation denotes nested objects — e.g. `acquired_by_summary.acquirer_name`.
* `.element` marks items inside an array — e.g. `funding_rounds.element.name` refers to the `name` field on each entry in the `funding_rounds` array.
* `{placeholder}` in field patterns denotes a set of known values listed above the table — substitute one to get the actual field name.

| Dataset | Fields | What it covers |
| - | - | - |
| [company](#company) | 777 | firmographics, financials, headcount, hiring, technographics, web traffic, employee reviews, funding, stock, salary, social |
| [person](#person) | 271 | professional profile, experience, education, skills, certifications, patents, publications, salary projections, GitHub, social activity |
| [job\_posting](#job-posting) | 66 | active and historical job listings with title, location, function, industry, seniority, salary, status |
| [conference\_member](#conference-member) | 37 | conference attendees matched to company and contact records |
| [walmart\_seller](#walmart-seller) | 27 | Walmart Marketplace seller profiles, reviews, contact info |
| [cre\_broker](#cre-broker) | 21 | commercial real estate brokerages with transaction volume, listings, offices |
| [cre\_property\_manager](#cre-property-manager) | 16 | CRE property management firms with portfolio size and specialties |
| [cre\_developer](#cre-developer) | 15 | CRE developers with construction pipeline and property types |
| [cre\_apartment\_owner](#cre-apartment-owner) | 9 | apartment portfolio owners by unit count and location |

***

## Company

777 fields covering firmographics, workforce analytics, financials, web traffic, hiring signals, technographics, employee reviews, funding history, executive movement, salary benchmarks, and social presence.

### Core identity

| Field | Description |
| - | - |
| `company_id` | Landbase company identifier |
| `company_name` | primary company name |
| `company_legal_name` | registered legal name |
| `company_name_alias.element` | alternate names |
| `company_rank` | Landbase company rank |
| `description` | company description |
| `type` | company type |
| `industry` | primary industry |
| `keywords.element` | topic keywords |
| `is_b2b` | B2B flag |
| `is_b2c` | B2C flag |
| `is_public` | publicly traded flag |
| `ownership_status` | ownership status |
| `status.value` | operating status |
| `status.comment` | status detail |
| `founded_year` | year founded |

### Location

| Field | Description |
| - | - |
| `hq_full_address` | full HQ address |
| `hq_street` | HQ street |
| `hq_city` | HQ city |
| `hq_state` | HQ state |
| `hq_country` | HQ country |
| `hq_zipcode` | HQ postal code |
| `hq_location` | HQ location string |
| `hq_region.element` | HQ regions |
| `ca_province` | Canadian province |
| `num_company_locations` | total office locations |
| `company_locations_full.element.location_address` | office address |
| `company_locations_full.element.is_primary` | primary location flag |

### Contact info and web presence

| Field | Description |
| - | - |
| `website` | primary domain |
| `website_alias.element` | alternate domains |
| `email_hostname` | email domain |
| `company_emails.element` | company email addresses |
| `company_phones.element` | company phone numbers |
| `linkedin_url` | LinkedIn page |
| `crunchbase_url` | Crunchbase profile |
| `facebook_url.element` | Facebook pages |
| `twitter_url.element` | X/Twitter profiles |
| `instagram_url.element` | Instagram profiles |
| `youtube_url.element` | YouTube channels |
| `github_url.element` | GitHub orgs |
| `reddit_url.element` | Reddit profiles |
| `discord_url.element` | Discord servers |
| `tiktok_url.element` | TikTok profiles |
| `pinterest_url.element` | Pinterest profiles |

### Employee count

| Field | Description |
| - | - |
| `employees_count` | current employee count |
| `size_range` | employee size range bucket |
| `employees_count_by_month.element.employees_count` | monthly headcount |
| `employees_count_by_month.element.date` | month |
| `employees_count_inferred_by_month.element.employees_count_inferred` | inferred monthly headcount |
| `employees_count_inferred_by_month.element.date` | month |
| `employees_count_change.current` | current headcount |
| `employees_count_change.change_monthly` | month-over-month change |
| `employees_count_change.change_monthly_percentage` | month-over-month % |
| `employees_count_change.change_quarterly` | quarter-over-quarter change |
| `employees_count_change.change_quarterly_percentage` | quarter-over-quarter % |
| `employees_count_change.change_yearly` | year-over-year change |
| `employees_count_change.change_yearly_percentage` | year-over-year % |

### Employee count by department

Current breakdown and monthly time series across 20 departments.

**Departments available:** medical, sales, hr, legal, marketing, finance, technical, consulting, operations, product, general\_management, administrative, customer\_service, project\_management, design, research, trades, real\_estate, education, other\_department

| Field pattern | Description |
| - | - |
| `employees_count_breakdown_by_department.employees_count_{dept}` | current count for department |
| `employees_count_breakdown_by_department_by_month.element.employees_count_breakdown_by_department.employees_count_{dept}` | monthly count for department |
| `employees_count_breakdown_by_department_by_month.element.date` | month |

### Employee count by seniority

Current breakdown and monthly time series across 12 seniority levels.

**Levels available:** owner, founder, clevel, partner, vp, head, director, manager, senior, intern, specialist, other\_management

| Field pattern | Description |
| - | - |
| `employees_count_breakdown_by_seniority.employees_count_{level}` | current count for seniority level |
| `employees_count_breakdown_by_seniority_by_month.element.employees_count_breakdown_by_seniority.employees_count_{level}` | monthly count for seniority level |
| `employees_count_breakdown_by_seniority_by_month.element.date` | month |

### Employee count by region

Current breakdown and monthly time series across 18 global regions.

**Regions available:** eastern\_europe, latin\_america, southern\_europe, sub\_saharan\_africa, central\_asia, northern\_america, australia\_new\_zealand, northern\_europe, south\_eastern\_asia, polynesia, southern\_asia, northern\_africa, melanesia, western\_europe, western\_asia, eastern\_asia, micronesia, unknown

| Field pattern | Description |
| - | - |
| `employees_count_breakdown_by_region.employees_count_{region}` | current count for region |
| `employees_count_breakdown_by_region_by_month.element.employees_count_breakdown_by_region.employees_count_{region}` | monthly count for region |
| `employees_count_breakdown_by_region_by_month.element.date` | month |

### Employee count by country

| Field | Description |
| - | - |
| `employees_count_by_country.element.country` | country name |
| `employees_count_by_country.element.employee_count` | employee count |
| `employees_count_by_country_by_month.element.employees_count_by_country.element.country` | country (monthly) |
| `employees_count_by_country_by_month.element.employees_count_by_country.element.employee_count` | count (monthly) |
| `employees_count_by_country_by_month.element.date` | month |

### Employee headcount deltas

Headcount change analytics across 5 dimensions, each sharing the same field structure.

**Dimensions (`{dim}`):** `all`, `country`, `department`, `region`, `seniority`
**Periods (`{period}`):** `1m`, `3m`, `6m`, `9m`, `12m`

| Field pattern | Description |
| - | - |
| `employee_delta_by_{dim}.element.breakdown_name` | breakdown category name |
| `employee_delta_by_{dim}.element.breakdown_type` | dimension type |
| `employee_delta_by_{dim}.element.month` | month |
| `employee_delta_by_{dim}.element.delta_abs_{period}` | absolute change for period |
| `employee_delta_by_{dim}.element.delta_pct_{period}` | percentage change for period |
| `employee_delta_by_{dim}.element.abs_category_{period}` | absolute change category |
| `employee_delta_by_{dim}.element.pct_category_{period}` | percentage change category |
| `employee_delta_by_{dim}.element.change_bucket_{period}` | change bucket classification |
| `employee_delta_by_{dim}.element.presence_pattern` | presence pattern |

### Hiring and job postings

| Field | Description |
| - | - |
| `active_job_postings_count` | current open postings |
| `active_job_postings.element.job_posting_id` | posting ID |
| `active_job_postings.element.job_posting_title` | posting title |
| `active_job_postings_titles.element` | list of active posting titles |
| `job_post_count` | total job post count |
| `job_post_titles.element` | all job post titles |
| `job_posting_countries.element` | countries with postings |
| `job_posting_locations.element` | posting locations |
| `active_job_postings_count_by_month.element.active_job_postings_count` | monthly posting count |
| `active_job_postings_count_by_month.element.date` | month |
| `active_job_postings_count_change.current` | current count |
| `active_job_postings_count_change.change_monthly` | month-over-month change |
| `active_job_postings_count_change.change_monthly_percentage` | month-over-month % |
| `active_job_postings_count_change.change_quarterly` | quarter-over-quarter change |
| `active_job_postings_count_change.change_quarterly_percentage` | quarter-over-quarter % |
| `active_job_postings_count_change.change_yearly` | year-over-year change |
| `active_job_postings_count_change.change_yearly_percentage` | year-over-year % |

### Key executives and movement

| Field | Description |
| - | - |
| `key_executives.element.parent_id` | executive's person ID |
| `key_executives.element.member_full_name` | name |
| `key_executives.element.member_position_title` | title |
| `key_executive_arrivals.element.parent_id` | person ID |
| `key_executive_arrivals.element.member_full_name` | name |
| `key_executive_arrivals.element.member_position_title` | title |
| `key_executive_arrivals.element.arrival_date` | arrival date |
| `key_executive_departures.element.parent_id` | person ID |
| `key_executive_departures.element.member_full_name` | name |
| `key_executive_departures.element.member_position_title` | title |
| `key_executive_departures.element.departure_date` | departure date |
| `key_employee_change_events.element.employee_change_event_name` | event name |
| `key_employee_change_events.element.employee_change_event_date` | event date |
| `key_employee_change_events.element.employee_change_event_url` | event URL |

### Talent flow

| Field | Description |
| - | - |
| `top_next_companies.element.company_id` | destination company ID |
| `top_next_companies.element.company_name` | destination company name |
| `top_next_companies.element.count` | people who moved there |
| `top_previous_companies.element.company_id` | source company ID |
| `top_previous_companies.element.company_name` | source company name |
| `top_previous_companies.element.count` | people who came from there |

### Revenue and financials

| Field | Description |
| - | - |
| `revenue` | estimated annual revenue |
| `revenue_range` | revenue range bucket |
| `revenue_quarterly.value` | quarterly revenue value |
| `revenue_quarterly.currency` | quarterly revenue currency |
| `revenue_delta.delta_abs_{period}` | absolute revenue change (1m–12m) |
| `revenue_delta.delta_pct_{period}` | percentage revenue change (1m–12m) |

### Income statements

| Field | Description |
| - | - |
| `income_statements.element.revenue` | revenue |
| `income_statements.element.cost_of_goods_sold` | COGS |
| `income_statements.element.cost_of_goods_sold_currency` | COGS currency |
| `income_statements.element.gross_profit` | gross profit |
| `income_statements.element.gross_profit_margin` | gross margin |
| `income_statements.element.ebit` | EBIT |
| `income_statements.element.ebit_margin` | EBIT margin |
| `income_statements.element.ebitda` | EBITDA |
| `income_statements.element.ebitda_margin` | EBITDA margin |
| `income_statements.element.net_income` | net income |
| `income_statements.element.pre_tax_profit` | pre-tax profit |
| `income_statements.element.total_operating_expense` | total operating expense |
| `income_statements.element.interest_expense` | interest expense |
| `income_statements.element.interest_income` | interest income |
| `income_statements.element.income_tax_expense` | income tax expense |
| `income_statements.element.earnings_per_share` | EPS |
| `income_statements.element.period_end_date` | period end date |
| `income_statements.element.period_display_end_date` | display end date |
| `income_statements.element.period_type` | period type (annual/quarterly) |

### Funding

| Field | Description |
| - | - |
| `total_funding_rounds` | total funding rounds |
| `total_amount_raised_usd` | total funding raised (USD) |
| `last_funding_round_name` | last round name (e.g. Series B) |
| `last_funding_round_announced_date` | last round date |
| `last_funding_round_amount_raised` | last round amount |
| `last_funding_round_amount_raised_currency` | last round currency |
| `last_amount_raised_usd` | last round amount (USD) |
| `last_funding_round_num_investors` | last round investor count |
| `last_funding_round_investor` | last round investor |
| `last_funding_round_lead_investors.element` | last round lead investors |
| `last_funding_round.amount_raised` | amount raised |
| `last_funding_round.amount_raised_currency` | currency |
| `last_funding_round.amount_raised_usd` | amount (USD) |
| `last_funding_round.announced_date` | announced date |
| `last_funding_round.funding_reasons` | funding reasons |
| `last_funding_round.lead_investors.element` | lead investors |
| `last_funding_round.name` | round name |
| `last_funding_round.num_investors` | investor count |
| `last_funding_round.num_partners` | partner count |
| `last_funding_round.lead_investor_entities.element` | lead investor entities |
| `last_funding_round.lead_investor_partner_names.element` | lead investor partner names |

### Funding rounds (all)

| Field | Description |
| - | - |
| `funding_rounds.element.name` | round name |
| `funding_rounds.element.announced_date` | announced date |
| `funding_rounds.element.amount_raised` | amount raised |
| `funding_rounds.element.amount_raised_currency` | currency |
| `funding_rounds.element.amount_raised_usd` | amount (USD) |
| `funding_rounds.element.num_investors` | investor count |
| `funding_rounds.element.num_partners` | partner count |
| `funding_rounds.element.funding_reasons` | reasons |
| `funding_rounds.element.lead_investors.element` | lead investors |
| `funding_rounds.element.lead_investor_entities.element` | lead investor entities |
| `funding_rounds.element.lead_investor_partner_names.element` | lead investor partner names |

### IPO and stock

| Field | Description |
| - | - |
| `ipo_date` | IPO date |
| `ipo_share_price` | IPO share price |
| `ipo_share_price_currency` | IPO price currency |
| `stock_ticker.element` | stock ticker symbols |
| `stock_information.element.closing_price` | closing price |
| `stock_information.element.currency` | currency |
| `stock_information.element.date` | date |
| `stock_information.element.marketcap` | market cap |

### Acquisition

| Field | Description |
| - | - |
| `acquired_by_summary.acquirer_name` | acquirer name |
| `acquired_by_summary.announced_date` | announced date |
| `acquired_by_summary.price` | acquisition price |
| `acquired_by_summary.currency` | price currency |
| `parent_company_information.parent_company_name` | parent company name |
| `parent_company_information.parent_company_website` | parent company website |
| `parent_company_information.date` | date |

### Web traffic

| Field | Description |
| - | - |
| `total_website_visits_monthly` | monthly visits |
| `average_visit_duration_seconds` | avg visit duration (seconds) |
| `bounce_rate` | bounce rate |
| `pages_per_visit` | pages per visit |
| `visits_change_monthly` | monthly visit change |
| `rank_global` | global traffic rank |
| `rank_country` | country traffic rank |
| `rank_category` | category traffic rank |
| `similarly_ranked_websites.element` | similarly ranked sites |
| `total_website_visits_by_month.element.total_website_visits` | monthly visits (time series) |
| `total_website_visits_by_month.element.date` | month |
| `total_website_visits_change.current` | current visits |
| `total_website_visits_change.change_monthly` | month-over-month change |
| `total_website_visits_change.change_monthly_percentage` | month-over-month % |
| `total_website_visits_change.change_quarterly` | quarter-over-quarter change |
| `total_website_visits_change.change_quarterly_percentage` | quarter-over-quarter % |
| `total_website_visits_change.change_yearly` | year-over-year change |
| `total_website_visits_change.change_yearly_percentage` | year-over-year % |

### Visitor demographics

| Field | Description |
| - | - |
| `visits_breakdown_by_age.age_18_24_percentage` | 18–24 age group % |
| `visits_breakdown_by_age.age_25_34_percentage` | 25–34 age group % |
| `visits_breakdown_by_age.age_35_44_percentage` | 35–44 age group % |
| `visits_breakdown_by_age.age_45_54_percentage` | 45–54 age group % |
| `visits_breakdown_by_age.age_55_64_percentage` | 55–64 age group % |
| `visits_breakdown_by_age.age_65_plus_percentage` | 65+ age group % |
| `visits_breakdown_by_gender.male_percentage` | male visitor % |
| `visits_breakdown_by_gender.female_percentage` | female visitor % |
| `visits_breakdown_by_country.element.country` | visitor country |
| `visits_breakdown_by_country.element.percentage` | visitor country % |
| `visits_breakdown_by_country.element.percentage_monthly_change` | monthly change % |

### Technologies

| Field | Description |
| - | - |
| `num_technologies_used` | technology count |
| `technologies_used.element` | technology names |
| `technologies_used_with_dates.element.tech_name` | technology name |
| `technologies_used_with_dates.element.earliest_date` | first detected |
| `technologies_used_with_dates.element.latest_date` | last detected |

### Competitors

| Field | Description |
| - | - |
| `competitors.element.company_name` | competitor name |
| `competitors.element.similarity_score` | similarity score |
| `competitors_websites.element.website` | competitor website |
| `competitors_websites.element.similarity_score` | similarity score |
| `competitors_websites.element.total_website_visits_monthly` | competitor monthly visits |
| `competitors_websites.element.category` | category |
| `competitors_websites.element.rank_category` | category rank |

### Product and pricing

| Field | Description |
| - | - |
| `pricing_available` | pricing page exists |
| `free_trial_available` | free trial available |
| `demo_available` | demo available |
| `is_downloadable` | downloadable product |
| `documentation_exist` | documentation exists |
| `mobile_apps_exist` | mobile apps exist |
| `online_reviews_exist` | online reviews exist |
| `product_pricing_summary.element.type` | pricing tier type |
| `product_pricing_summary.element.price` | price |
| `product_pricing_summary.element.details` | pricing details |

### Product reviews

| Field | Description |
| - | - |
| `product_reviews_aggregate_score` | aggregate product review score |
| `product_reviews_count` | total product reviews |
| `product_reviews_score_by_month.element.product_reviews_score` | monthly review score |
| `product_reviews_score_by_month.element.date` | month |
| `product_reviews_score_change.current` | current score |
| `product_reviews_score_change.change_monthly` | monthly change |
| `product_reviews_score_change.change_quarterly` | quarterly change |
| `product_reviews_score_change.change_yearly` | yearly change |
| `product_reviews_score_distribution.score_1` | 1-star count |
| `product_reviews_score_distribution.score_2` | 2-star count |
| `product_reviews_score_distribution.score_3` | 3-star count |
| `product_reviews_score_distribution.score_4` | 4-star count |
| `product_reviews_score_distribution.score_5` | 5-star count |

### Employee reviews

Aggregate scores, breakdowns across 9 dimensions, and monthly time series with change metrics for each dimension.

| Field | Description |
| - | - |
| `company_employee_reviews_aggregate_score` | aggregate employee review score |
| `company_employee_reviews_count` | total employee reviews |

**Breakdown dimensions:** business\_outlook, career\_opportunities, ceo\_approval, compensation\_benefits, culture\_values, diversity\_inclusion, recommend, senior\_management, work\_life\_balance

| Field pattern | Description |
| - | - |
| `employee_reviews_score_breakdown.{dimension}` | current score for dimension |
| `employee_reviews_score_{dimension}_by_month.element.{dimension}_score` | monthly score |
| `employee_reviews_score_{dimension}_by_month.element.date` | month |
| `employee_reviews_score_{dimension}_change.current` | current score |
| `employee_reviews_score_{dimension}_change.change_monthly` | monthly change |
| `employee_reviews_score_{dimension}_change.change_quarterly` | quarterly change |
| `employee_reviews_score_{dimension}_change.change_yearly` | yearly change |
| `employee_reviews_score_aggregated_by_month.element.aggregated_score` | monthly aggregate score |
| `employee_reviews_score_aggregated_by_month.element.date` | month |
| `employee_reviews_score_aggregated_change.current` | current aggregate |
| `employee_reviews_score_aggregated_change.change_monthly` | monthly change |
| `employee_reviews_score_aggregated_change.change_quarterly` | quarterly change |
| `employee_reviews_score_aggregated_change.change_yearly` | yearly change |
| `employee_reviews_score_distribution.score_1` | 1-star count |
| `employee_reviews_score_distribution.score_2` | 2-star count |
| `employee_reviews_score_distribution.score_3` | 3-star count |
| `employee_reviews_score_distribution.score_4` | 4-star count |
| `employee_reviews_score_distribution.score_5` | 5-star count |

### Salary data

| Field | Description |
| - | - |
| `total_salary.element.title` | job title |
| `total_salary.element.salary_p25` | 25th percentile salary |
| `total_salary.element.salary_median` | median salary |
| `total_salary.element.salary_p75` | 75th percentile salary |
| `total_salary.element.currency` | currency |
| `total_salary.element.pay_period` | pay period |
| `total_salary.element.salary_updated_at` | last updated |
| `total_salary.element.salary_p25_annual_usd` | 25th percentile (annual USD) |
| `total_salary.element.salary_median_annual_usd` | median (annual USD) |
| `total_salary.element.salary_p75_annual_usd` | 75th percentile (annual USD) |
| `additional_pay.element.title` | job title |
| `additional_pay.element.currency` | currency |
| `additional_pay.element.pay_period` | pay period |
| `additional_pay.element.salary_updated_at` | last updated |
| `additional_pay.element.additional_pay_values.element.additional_pay_type` | pay type |
| `additional_pay.element.additional_pay_values.element.additional_pay_p25` | 25th percentile |
| `additional_pay.element.additional_pay_values.element.additional_pay_median` | median |
| `additional_pay.element.additional_pay_values.element.additional_pay_p75` | 75th percentile |

### Social followers

| Field | Description |
| - | - |
| `followers_count_linkedin` | LinkedIn followers |
| `followers_count_twitter` | X/Twitter followers |
| `followers_count_owler` | Owler followers |
| `linkedin_followers_count_by_month.element.follower_count` | monthly LinkedIn followers |
| `linkedin_followers_count_by_month.element.date` | month |
| `linkedin_followers_count_change.current` | current followers |
| `linkedin_followers_count_change.change_monthly` | monthly change |
| `linkedin_followers_count_change.change_monthly_percentage` | monthly % |
| `linkedin_followers_count_change.change_quarterly` | quarterly change |
| `linkedin_followers_count_change.change_quarterly_percentage` | quarterly % |
| `linkedin_followers_count_change.change_yearly` | yearly change |
| `linkedin_followers_count_change.change_yearly_percentage` | yearly % |

### Company updates (LinkedIn posts)

| Field | Description |
| - | - |
| `company_updates.element.description` | post content |
| `company_updates.element.date` | post date |
| `company_updates.element.followers` | followers at time of post |
| `company_updates.element.reactions_count` | reactions |
| `company_updates.element.comments_count` | comments |
| `company_updates.element.reshared_post_author` | reshared author |
| `company_updates.element.reshared_post_author_url` | reshared author URL |
| `company_updates.element.reshared_post_author_headline` | reshared author headline |
| `company_updates.element.reshared_post_description` | reshared content |
| `company_updates.element.reshared_post_date` | reshared date |
| `company_updates.element.reshared_post_followers` | reshared author followers |

### Topics

| Field | Description |
| - | - |
| `top_topics.element` | top associated topics |

***

## Person

271 fields covering professional identity, current and historical employment, education, skills, certifications, publications, patents, GitHub activity, salary projections, and social activity.

### Core identity

| Field | Description |
| - | - |
| `member_id` | Landbase person identifier |
| `member_full_name` | full name |
| `member_name_first` | first name |
| `member_name_last` | last name |
| `member_name_middle` | middle name |
| `first_name_initial` | first initial |
| `last_name_initial` | last initial |
| `middle_name_initial` | middle initial |
| `member_shorthand_names` | shorthand names |
| `member_headline` | LinkedIn headline |
| `member_description` | profile summary |
| `member_job_title` | current job title |
| `member_job_description` | current job description |
| `job_title_for_search` | normalized job title |
| `member_department` | current department |
| `member_management_level` | management level |
| `member_management_rank` | management rank |
| `member_rank` | person rank |
| `is_decision_maker` | decision maker flag |
| `is_working` | currently employed flag |
| `has_multiple_current_jobs` | multiple current jobs flag |
| `estimated_member_age` | estimated age |

### Location

| Field | Description |
| - | - |
| `member_location_raw_address` | raw address |
| `location_city` | city |
| `member_state` | state |
| `member_location_country` | country |
| `member_location_regions` | regions |

### Social and web

| Field | Description |
| - | - |
| `member_websites_linkedin` | LinkedIn profile |
| `member_connections_count` | LinkedIn connections |
| `member_follower_count` | LinkedIn followers |
| `member_recommendations_count` | LinkedIn recommendations |
| `github_url` | GitHub profile |
| `github_username` | GitHub username |
| `github_contributions_count` | GitHub contributions |

### Current employment

| Field | Description |
| - | - |
| `current_job_duration` | current job duration |
| `current_job_duration_months` | current job duration (months) |
| `member_current_employments.company_id` | company ID |
| `member_current_employments.company_name` | company name |
| `member_current_employments.company_rank` | company rank |
| `member_current_employments.title` | title |
| `member_current_employments.department` | department |
| `member_current_employments.management_level` | management level |
| `member_current_employments.description` | role description |
| `member_current_employments.location` | work location |
| `member_current_employments.linkedin_url` | company LinkedIn |
| `member_current_employments.website` | company website |
| `member_current_employments.date_from` | start date |
| `member_current_employments.date_from_month` | start month |
| `member_current_employments.date_from_year` | start year |
| `member_current_employments.date_to` | end date |
| `member_current_employments.date_to_month` | end month |
| `member_current_employments.date_to_year` | end year |
| `member_current_employments.duration` | duration |
| `member_current_employments.duration_months` | duration (months) |
| `member_current_employments.active_experience` | active flag |
| `member_current_employments.order_in_profile` | profile order |

### Full experience history

| Field | Description |
| - | - |
| `member_experience.company_id` | company ID |
| `member_experience.company_name` | company name |
| `member_experience.company_is_b2b` | company is B2B |
| `member_experience.company_is_b2c` | company is B2C |
| `member_experience.title` | title |
| `member_experience.department` | department |
| `member_experience.management_level` | management level |
| `member_experience.description` | role description |
| `member_experience.location` | location |
| `member_experience.date_from` | start date |
| `member_experience.date_from_month` | start month |
| `member_experience.date_from_year` | start year |
| `member_experience.date_to` | end date |
| `member_experience.date_to_month` | end month |
| `member_experience.date_to_year` | end year |
| `member_experience.duration` | duration |
| `member_experience.duration_months` | duration (months) |
| `member_experience.active_experience` | active flag |
| `member_experience.order_in_profile` | profile order |
| `total_experience_duration_months` | total career length (months) |

### Career changes

| Field | Description |
| - | - |
| `experience_change_last_identified_at` | last career change detected |
| `is_external_promotion` | external promotion flag |
| `is_internal_promotion` | internal promotion flag |
| `is_external_demotion` | external demotion flag |
| `is_internal_demotion` | internal demotion flag |
| `promotion_magnitude` | promotion magnitude |
| `demotion_magnitude` | demotion magnitude |
| `management_rank_change` | management rank change |

### Recent experience changes

| Field | Description |
| - | - |
| `experience_recently_started.company_id` | new company ID |
| `experience_recently_started.company_name` | new company name |
| `experience_recently_started.company_shorthand_name` | new company shorthand |
| `experience_recently_started.company_url` | new company URL |
| `experience_recently_started.title` | new title |
| `experience_recently_started.date_from` | start date |
| `experience_recently_started.date_to` | end date |
| `experience_recently_started.identification_date` | detection date |
| `experience_recently_closed.company_id` | former company ID |
| `experience_recently_closed.company_name` | former company name |
| `experience_recently_closed.company_shorthand_name` | former company shorthand |
| `experience_recently_closed.company_url` | former company URL |
| `experience_recently_closed.title` | former title |
| `experience_recently_closed.date_from` | start date |
| `experience_recently_closed.date_to` | end date |
| `experience_recently_closed.identification_date` | detection date |

### Experience breakdown

| Field | Description |
| - | - |
| `total_experience_duration_months_breakdown_department.department` | department |
| `total_experience_duration_months_breakdown_department.total_experience_duration_months` | months in department |
| `total_experience_duration_months_breakdown_management_level.management_level` | management level |
| `total_experience_duration_months_breakdown_management_level.total_experience_duration_months` | months at level |

### Education

| Field | Description |
| - | - |
| `education_degrees` | degree list |
| `last_graduation_date` | most recent graduation |
| `member_education.title` | institution name |
| `member_education.major` | field of study |
| `member_education.date_from` | start date |
| `member_education.date_to` | end date |
| `member_education.institution_url` | institution website |
| `member_education.institution_full_address` | institution address |
| `member_education.activities_and_societies` | activities and societies |
| `member_education.order_in_profile` | profile order |

### Skills and interests

| Field | Description |
| - | - |
| `member_skills` | current skills |
| `historical_skills` | historical skills |
| `member_interests` | interests |
| `services` | offered services |

### Certifications

| Field | Description |
| - | - |
| `member_certifications.title` | certification name |
| `member_certifications.issuer` | issuing organization |
| `member_certifications.issuer_url` | issuer URL |
| `member_certifications.credential_id` | credential ID |
| `member_certifications.certificate_url` | certificate URL |
| `member_certifications.certificate_logo_url` | certificate logo |
| `member_certifications.date_from` | issued date |
| `member_certifications.date_from_year` | issued year |
| `member_certifications.date_from_month` | issued month |
| `member_certifications.date_to` | expiry date |
| `member_certifications.date_to_year` | expiry year |
| `member_certifications.date_to_month` | expiry month |
| `member_certifications.order_in_profile` | profile order |

### Languages

| Field | Description |
| - | - |
| `member_languages.language` | language |
| `member_languages.proficiency` | proficiency level |
| `member_languages.order_in_profile` | profile order |

### Patents

| Field | Description |
| - | - |
| `patents_count` | patent count |
| `patents_topics` | patent topics |
| `member_patents.title` | patent title |
| `member_patents.status` | patent status |
| `member_patents.description` | patent description |
| `member_patents.patent_url` | patent URL |
| `member_patents.patent_number` | patent number |
| `member_patents.date` | patent date |
| `member_patents.date_year` | patent year |
| `member_patents.date_month` | patent month |
| `member_patents.order_in_profile` | profile order |

### Publications

| Field | Description |
| - | - |
| `publications_count` | publication count |
| `publications_topics` | publication topics |
| `member_publications.title` | publication title |
| `member_publications.description` | description |
| `member_publications.publication_url` | URL |
| `member_publications.publisher_names` | publisher names |
| `member_publications.date` | publication date |
| `member_publications.date_year` | year |
| `member_publications.date_month` | month |
| `member_publications.order_in_profile` | profile order |

### Projects

| Field | Description |
| - | - |
| `projects_count` | project count |
| `projects_topics` | project topics |
| `member_projects.name` | project name |
| `member_projects.description` | description |
| `member_projects.project_url` | URL |
| `member_projects.date_from` | start date |
| `member_projects.date_from_year` | start year |
| `member_projects.date_from_month` | start month |
| `member_projects.date_to` | end date |
| `member_projects.date_to_year` | end year |
| `member_projects.date_to_month` | end month |
| `member_projects.order_in_profile` | profile order |

### Awards

| Field | Description |
| - | - |
| `member_awards.title` | award title |
| `member_awards.issuer` | issuing organization |
| `member_awards.description` | description |
| `member_awards.date` | award date |
| `member_awards.date_year` | year |
| `member_awards.date_month` | month |
| `member_awards.order_in_profile` | profile order |

### Courses

| Field | Description |
| - | - |
| `member_courses.organizer` | course organizer |
| `member_courses.title` | course title |
| `member_courses.order_in_profile` | profile order |

### Organizations

| Field | Description |
| - | - |
| `member_organizations.organization_name` | organization name |
| `member_organizations.position` | position |
| `member_organizations.description` | description |
| `member_organizations.date_from` | start date |
| `member_organizations.date_from_year` | start year |
| `member_organizations.date_from_month` | start month |
| `member_organizations.date_to` | end date |
| `member_organizations.date_to_year` | end year |
| `member_organizations.date_to_month` | end month |
| `member_organizations.order_in_profile` | profile order |

### Recommendations

| Field | Description |
| - | - |
| `member_recommendations.recommendation` | recommendation text |
| `member_recommendations.referee_name` | recommender name |
| `member_recommendations.referee_url` | recommender URL |
| `member_recommendations.order_in_profile` | profile order |

### Activity

| Field | Description |
| - | - |
| `member_activity.activity_url` | activity URL |
| `member_activity.action` | action type |
| `member_activity.title` | activity title |
| `member_activity.activity_timestamp` | timestamp |
| `member_activity.order_in_profile` | profile order |

### GitHub repos

| Field | Description |
| - | - |
| `github_repos_summary.name` | repo name |
| `github_repos_summary.summary` | repo summary |
| `github_repos_summary.stars` | star count |
| `github_repos_summary.contributions_count` | contribution count |

### Salary projections

| Field | Description |
| - | - |
| `projected_base_salary_median` | projected base salary (median) |
| `projected_base_salary_p25` | projected base salary (25th) |
| `projected_base_salary_p75` | projected base salary (75th) |
| `projected_base_salary_currency` | base salary currency |
| `projected_base_salary_period` | base salary period |
| `projected_base_salary_updated_at` | last updated |
| `projected_total_salary_median` | projected total comp (median) |
| `projected_total_salary_p25` | projected total comp (25th) |
| `projected_total_salary_p75` | projected total comp (75th) |
| `projected_total_salary_currency` | total comp currency |
| `projected_total_salary_period` | total comp period |
| `projected_total_salary_updated_at` | last updated |
| `projected_additional_salary_currency` | additional comp currency |
| `projected_additional_salary_period` | additional comp period |
| `projected_additional_salary_updated_at` | last updated |
| `projected_additional_salary.projected_additional_salary_type` | additional comp type |
| `projected_additional_salary.projected_additional_salary_p25` | additional comp (25th) |
| `projected_additional_salary.projected_additional_salary_median` | additional comp (median) |
| `projected_additional_salary.projected_additional_salary_p75` | additional comp (75th) |

***

## Job posting

66 fields covering active and historical job listings with titles, locations, functions, industries, seniority, salary, and status tracking.

| Field | Description |
| - | - |
| `id` | job posting ID |
| `linkedin_job_id` | LinkedIn job ID |
| `company_id` | company ID |
| `company_name` | company name |
| `company_url` | company URL |
| `title` | job title |
| `job_title_for_search` | normalized title |
| `description` | full job description |
| `employment_type` | employment type |
| `seniority` | seniority level |
| `salary` | salary |
| `location` | location string |
| `country` | country |
| `job_posting_location.city` | city |
| `job_posting_location.state` | state |
| `job_posting_location.country` | country |
| `job_posting_location.job_post_address_for_search` | searchable address |
| `url` | posting URL |
| `external_url` | external application URL |
| `redirected_url` | redirected URL |
| `redirected_url_hash` | redirected URL hash |
| `hash` | posting hash |
| `application_active` | application active flag |
| `applicants_count` | applicant count |
| `time_posted` | time posted |
| `created` | created date |
| `last_updated` | last updated |
| `last_updated_ux` | last updated (UX timestamp) |
| `deleted` | deleted flag |

### Job functions

| Field | Description |
| - | - |
| `job_functions_collection.element.id` | function assignment ID |
| `job_functions_collection.element.function_id` | function ID |
| `job_functions_collection.element.job_id` | job ID |
| `job_functions_collection.element.job_function_list.function` | function name |
| `job_functions_collection.element.job_function_list.id` | function list ID |
| `job_functions_collection.element.job_function_list.hash` | hash |
| `job_functions_collection.element.job_function_list.created` | created |
| `job_functions_collection.element.job_function_list.last_updated` | updated |
| `job_functions_collection.element.created` | created |
| `job_functions_collection.element.last_updated` | updated |
| `job_functions_collection.element.deleted` | deleted |

### Job industries

| Field | Description |
| - | - |
| `job_industries_collection.element.id` | industry assignment ID |
| `job_industries_collection.element.industry_id` | industry ID |
| `job_industries_collection.element.job_id` | job ID |
| `job_industries_collection.element.job_industry_list.industry` | industry name |
| `job_industries_collection.element.job_industry_list.id` | industry list ID |
| `job_industries_collection.element.job_industry_list.hash` | hash |
| `job_industries_collection.element.job_industry_list.created` | created |
| `job_industries_collection.element.job_industry_list.last_updated` | updated |
| `job_industries_collection.element.created` | created |
| `job_industries_collection.element.last_updated` | updated |
| `job_industries_collection.element.deleted` | deleted |

### Job status log

| Field | Description |
| - | - |
| `job_status_log_collection.element.id` | log entry ID |
| `job_status_log_collection.element.job_id` | job ID |
| `job_status_log_collection.element.status` | status |
| `job_status_log_collection.element.created` | created |
| `job_status_log_collection.element.last_updated` | updated |
| `job_status_log_collection.element.deleted` | deleted |

***

## Conference member

37 fields covering conference attendees with company and contact matching.

| Field | Description |
| - | - |
| `conference_name` | conference name |
| `conference_status` | conference status |
| `member_name_first` | first name |
| `member_name_last` | last name |
| `member_job_title` | job title |
| `job_title_for_search` | normalized title |
| `member_location_city` | city |
| `member_location_state` | state |
| `member_location_country` | country |
| `member_websites_linkedin` | LinkedIn profile |
| `member_websites_linkedin_in_src` | LinkedIn (source) |
| `member_email.email_address` | email address |
| `member_email.rank` | email rank |
| `member_email.status` | email status |
| `member_email.last_updated_date` | email last updated |
| `member_email.source_names.element` | email sources |
| `member_email.statuses.element` | email statuses |
| `email_in_src` | email (from source) |
| `email9_in_src` | email 9 (from source) |
| `email20_in_src` | email 20 (from source) |
| `company_name` | company name |
| `company_industry` | company industry |
| `company_employees_count` | company employee count |
| `company_annual_revenue` | company annual revenue |
| `company_total_funding` | company total funding |
| `company_phone_number` | company phone |
| `company_phone_number_in_src` | company phone (from source) |
| `company_linkedin_url` | company LinkedIn |
| `company_linkedin_url_in_src` | company LinkedIn (from source) |
| `company_street` | company street |
| `company_city` | company city |
| `company_state` | company state |
| `company_country` | company country |
| `company_zipcode` | company zip |
| `company_founded_year` | company founded year |
| `website` | company website |
| `website_alias.element` | alternate domains |
| `comp_domain_in_src` | company domain (from source) |
| `comp_url_in_src` | company URL (from source) |
| `domain_in_src` | domain (from source) |
| `website_orig_in_src` | original website (from source) |
| `confidence_score` | match confidence score |

***

## Walmart seller

27 fields covering Walmart Marketplace seller profiles.

| Field | Description |
| - | - |
| `seller_id` | seller ID |
| `catalog_seller_id` | catalog seller ID |
| `seller_name` | seller name |
| `seller_display_name` | display name |
| `seller_about_us` | about us text |
| `seller_type` | seller type |
| `seller_email` | seller email |
| `seller_phone` | seller phone |
| `seller_logo_url` | logo URL |
| `url` | seller page URL |
| `website` | seller website |
| `address1` | address line 1 |
| `address2` | address line 2 |
| `city` | city |
| `state` | state |
| `country` | country |
| `country_code` | country code |
| `postal_code` | postal code |
| `seller_tax_policy` | tax policy |
| `has_seller_badge` | seller badge flag |
| `is_alcohol_seller` | alcohol seller flag |
| `is_address_visibility_exempted` | address visibility exemption |
| `is_contact_visibility_exempted` | contact visibility exemption |
| `marketplace_local_store_v2` | local store flag |
| `mwm_seller` | MWM seller flag |
| `deactivation_status` | deactivation status |
| `seller_reviews.review_summary.average_overall_rating` | average rating |
| `seller_reviews.review_summary.reviews_with_text_count` | reviews with text |
| `seller_reviews.review_summary.total_review_count` | total review count |

***

## CRE broker

21 fields covering commercial real estate brokerages.

| Field | Description |
| - | - |
| `name` | brokerage name |
| `website` | website |
| `domain` | domain |
| `city` | city |
| `state` | state |
| `country` | country |
| `numberOfEmployees` | employee count |
| `numberOfOffices` | office count |
| `specialties` | specialties |
| `saleTransactionVolume` | sale transaction volume |
| `saleTransactionCount` | sale transaction count |
| `saleTransactionArea` | sale transaction area |
| `saleListingCount` | active sale listing count |
| `saleListingArea` | active sale listing area |
| `leaseListingCount` | active lease listing count |
| `leaseListingArea` | active lease listing area |
| `leaseListingAreaAvailable` | available lease area |
| `ownedPropertyCount` | owned property count |
| `managedPropertyCount` | managed property count |
| `enrich_id` | enrichment ID |
| `file_name` | source file |

***

## CRE property manager

16 fields covering commercial real estate property management firms.

| Field | Description |
| - | - |
| `key` | property manager key |
| `name` | firm name |
| `domain` | domain |
| `website` | website |
| `city` | city |
| `state` | state |
| `country` | country |
| `numberOfEmployees` | employee count |
| `numberOfOffices` | office count |
| `specialties` | specialties |
| `leaseListingCount` | active lease listing count |
| `managedPropertyCount` | managed property count |
| `ownedPropertyCount` | owned property count |
| `saleListingCount` | active sale listing count |
| `saleTransactionCount` | sale transaction count |
| `saleTransactionVolume` | sale transaction volume |

***

## CRE developer

15 fields covering commercial real estate developers.

| Field | Description |
| - | - |
| `locationName` | developer name |
| `ownerType` | owner type |
| `primaryPropertyType` | primary property type |
| `areaUnderConstruction` | area under construction |
| `numberOfForSales` | properties for sale |
| `numberOfProperties` | total properties |
| `forSalePriceTotal` | total for-sale price |
| `averageSqFtTotal` | average square footage |
| `buildingSqFtTotal` | total building square footage |
| `cityId` | city ID |
| `stateId` | state ID |
| `countryId` | country ID |
| `enrich_id` | enrichment ID |
| `domain` | domain |
| `file_name` | source file |

***

## CRE apartment owner

9 fields covering apartment portfolio owners.

| Field | Description |
| - | - |
| `companyKey` | company key |
| `locationName` | owner name |
| `cityId` | city ID |
| `stateId` | state ID |
| `countryId` | country ID |
| `aptUnits` | apartment unit count |
| `enrich_id` | enrichment ID |
| `domain` | domain |
| `file_name` | source file |

***

## Referencing fields in queries

Fields can be referenced by exact name in a natural-language prompt to `--agent=advanced_dataset_creator`. The agent translates the prompt — including any explicit field names, operators, and values — into SQL.

```bash theme={null}
landbase-cli search --agent=advanced_dataset_creator --session=demo \
  "Find companies in California with employees_count > 500 and
   employees_count_breakdown_by_department.employees_count_technical > 100.
   Return company_name, website, employees_count, and the technical headcount."
```

Exact field names give precise control over filters and output columns. Natural-language descriptions (e.g. "technical headcount" instead of `employees_count_breakdown_by_department.employees_count_technical`) also work — the agent resolves them to the corresponding fields.

## Related pages

* [Advanced Audience Search](https://www.landbase.com/docs/overview/platform/advanced-audience-search.md) — capabilities, query patterns, and use cases for Advanced Dataset Creator
* [Premium Datasets](https://www.landbase.com/docs/overview/platform/premium-datasets.md) — enterprise-only datasets that extend the fields listed here
* [What can you do with the CLI?](https://www.landbase.com/docs/what-can-you-do-with-the-cli.md) — full CLI command reference


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