Model MatchHelp

Sales

Configurable chart (measure × slice) over the market

postapi.modelmatch.com/v1/sales/analytics/chart

Authorization

x-api-keystringrequired

API key or OAuth token. See Authentication.

Body application/json

advancedFiltersone of
Show child attributes
Option 1object
Show child attributes
childrenone of[]required

Array of filter expressions (AND)

Same shape as its parent.

typeenumrequired
Options:and
Option 2object
Show child attributes
childrenone of[]required

Array of filter expressions (OR)

Same shape as its parent.

typeenumrequired
Options:or
Option 3object
Show child attributes
childone ofrequired

Same shape as its parent.

typeenumrequired
Options:not
Option 4object
Show child attributes
fieldstringrequired
openumrequired

Comparison operator. exists means the field has a REAL value: on fields whose source records an unknown as an in-domain value (e.g. beds, squareFeet, lotSquareFeet, where an unrecorded measurement is stored as 0), those docs count as NOT existing. neq keeps docs with no value — it removes only what is known to equal the value, matching the reading of an exclusion.

Options:eqneqgtgteltltebetweeninmatchgeoDistanceexists
typeenumrequired
Options:filter
valuenull

Comparison value

filtersone of
Show child attributes
Option 1object
Show child attributes
childrenone of[]required

Array of filter expressions (AND)

Same shape as its parent.

typeenumrequired
Options:and
Option 2object
Show child attributes
childrenone of[]required

Array of filter expressions (OR)

Same shape as its parent.

typeenumrequired
Options:or
Option 3object
Show child attributes
childone ofrequired

Same shape as its parent.

typeenumrequired
Options:not
Option 4object
Show child attributes
fieldstringrequired
openumrequired

Comparison operator. exists means the field has a REAL value: on fields whose source records an unknown as an in-domain value (e.g. beds, squareFeet, lotSquareFeet, where an unrecorded measurement is stored as 0), those docs count as NOT existing. neq keeps docs with no value — it removes only what is known to equal the value, matching the reading of an exclusion.

Options:eqneqgtgteltltebetweeninmatchgeoDistanceexists
typeenumrequired
Options:filter
valuenull

Comparison value

flatFiltersobject
Show child attributes
bathsone of | null
Show child attributes
Option 1number
Option 2number[]

Match any value

Option 3object

Numeric range. Excludes null/missing-field docs by default; add includeNulls: true to keep them.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires at least one of gte/lte/gt/lt.

ltnumber
ltenumber
bedsone of | null
Show child attributes
Option 1number
Option 2number[]

Match any value

Option 3object

Numeric range. Excludes null/missing-field docs by default; add includeNulls: true to keep them.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires at least one of gte/lte/gt/lt.

ltnumber
ltenumber
catsAllowedboolean

Lease listings. true: a cats-OK token. false: No, or dogs-only.

cityone of | null
Show child attributes
Option 1string
Option 2string[]

Match any value

Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
countyone of | null
Show child attributes
Option 1string
Option 2string[]

Match any value

Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
dogsAllowedboolean

Lease listings. true: a dogs-OK token. false: No, or cats-only.

elementarySchoolone of | null

Elementary school name as listed, one or an array (any-of). Matched case-insensitively with the generic words (School, Elementary, Middle, High) removed, so Lago Vista Elementary School and Lago Vista Elementary select the same listings. All remaining words must appear in the stored name. The assigned school is as named on the listing record, not a boundary lookup. List the available values for an area with POST /v1/sales/analytics/chart and slice: "elementarySchool".

Show child attributes
Option 1string
Option 2string[]
fipsone of | null

5-digit county FIPS code — the exact-code escape hatch for county (which also accepts a county name).

Show child attributes
Option 1string
Option 2string[]

Match any value

Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
fireplaceboolean

true: the listing has a fireplace. false: it says it does not. Rows with no answer match neither value.

garageSpacesone of | null

Garage spaces (e.g. {gte: 2}). Rows with no garage count are excluded unless includeNulls: true.

Show child attributes
Option 1number
Option 2number[]

Match any value

Option 3object

Numeric range. Excludes null/missing-field docs by default; add includeNulls: true to keep them.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires at least one of gte/lte/gt/lt.

ltnumber
ltenumber
geoBoundsobject | null

Map viewport {north, south, east, west} in degrees: only listings inside the box. west greater than east crosses the antimeridian. Unlike geoPoint (a radius) this is the shape a map reports. Applies to list, count and analytics alike.

Show child attributes
eastnumberrequired
northnumberrequired
southnumberrequired
westnumberrequired
geoPointobject | null

Radius search — { lat, lon, radius } (e.g. radius "15mi" or "24km") — around any office on the agent's record; with locationSource office the CURRENT office, production their transactions.

Show child attributes
latnumberrequired
lonnumberrequired
radiusstringrequired
hasHoaboolean

true: the listing says it has an association, or carries a positive HOA fee. false: positive evidence of none (association flag N, or an explicit $0 fee) and no contradicting signal. A row with neither signal matches neither value.

highSchoolone of | null

High school name as listed, one or an array (any-of). Matched case-insensitively with the generic words (School, Elementary, Middle, High) removed, so Lago Vista Elementary School and Lago Vista Elementary select the same listings. All remaining words must appear in the stored name. The assigned school is as named on the listing record, not a boundary lookup. List the available values for an area with POST /v1/sales/analytics/chart and slice: "highSchool".

Show child attributes
Option 1string
Option 2string[]
hoaFeeobject | null

Monthly-equivalent HOA fee in dollars: a quarterly fee is divided by 3, an annual fee by 12, and so on, so {lte: 300} means "at most $300 a month" whatever the listing's payment frequency. Only rows with a recognized recurring frequency (monthly, quarterly, semi-annual, annual, semi-monthly, weekly) are comparable; one-time, unknown and missing frequencies are excluded. Rows with no fee are excluded unless includeNulls: true (use that to also keep homes with no HOA fee on record, or hasHoa: false). Reads the primary association only.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep rows where the field is missing (a range drops them by default). Requires a bound.

ltnumber
ltenumber
keywordstring | null

Words that must ALL appear in the listing description (public remarks), in any order, case-insensitive. Plain text: operators and punctuation (* ? " ( ) AND OR - :) are not interpreted. At most 200 characters and 12 words; empty or punctuation-only is a 400. Stemmed (granite matches granites), not fuzzy. Listing text is -supplied; see the display rules that apply to it.

listPriceone of | null
Show child attributes
Option 1number
Option 2number[]

Match any value

Option 3object

Numeric range. Excludes null/missing-field docs by default; add includeNulls: true to keep them.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires at least one of gte/lte/gt/lt.

ltnumber
ltenumber
listingAgentone of | null
Show child attributes
Option 1string
Option 2string[]

Match any value

Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
lotSizeSqftone of | null

Lot size in square feet (1 acre = 43,560). Rows with no lot size are excluded unless includeNulls: true.

Show child attributes
Option 1number
Option 2number[]

Match any value

Option 3object

Numeric range. Excludes null/missing-field docs by default; add includeNulls: true to keep them.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires at least one of gte/lte/gt/lt.

ltnumber
ltenumber
middleSchoolone of | null

Middle school name as listed, one or an array (any-of). Matched case-insensitively with the generic words (School, Elementary, Middle, High) removed, so Lago Vista Elementary School and Lago Vista Elementary select the same listings. All remaining words must appear in the stored name. The assigned school is as named on the listing record, not a boundary lookup. List the available values for an area with POST /v1/sales/analytics/chart and slice: "middleSchool".

Show child attributes
Option 1string
Option 2string[]
mlsStatusone of | null
Show child attributes
Option 1enum
Options:SLDACTPNDCancelledWDNEXPCNTOFFUNKRNTDRNTLSERNT-SLDRNT-ACTRNT-PNDRNT-WDNRNT-EXPRNT-LSERNT-RNTD
Option 2enum[]

Match any status

Options:SLDACTPNDCancelledWDNEXPCNTOFFUNKRNTDRNTLSERNT-SLDRNT-ACTRNT-PNDRNT-WDNRNT-EXPRNT-LSERNT-RNTD
Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
modeenum
Options:andor
newConstructionboolean

true: the listing is flagged new construction, or its condition says new / under construction / to be built / pre-construction. false: flagged not-new and no such condition. A row with neither signal matches neither value.

petsAllowedboolean

Lease listings (combine with propertyType: "Residential Lease"). true: cats OK, dogs OK or a plain Yes. false: No, with nothing permitting. Negotiable and detail-only values (size limit, deposit) with no OK token match neither value.

poolPrivateboolean

true: the listing has a private pool. false: it says it does not. Community pools are not distinguished (feeds record them inconsistently). Rows with no answer match neither value.

priceReducedboolean

true: the current list price is below the ORIGINAL list price. false: at or above it. Rows missing either price match neither value. (Not based on previousListPrice, which is unreliable.)

priceReductionPercentobject | null

How far the current list price is below the ORIGINAL list price, in percent of the original: {gte: 5} = cut by at least 5%. Negative means the price was raised. Rows missing either price are excluded unless includeNulls: true. Pair with priceReduced: true to exclude unchanged listings from a lte range.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep rows where the field is missing (a range drops them by default). Requires a bound.

ltnumber
ltenumber
propertyIdone of | null

Parcel id — every sale record of one property (the mmPropertyId on a loan or property record). Loans' propertyId selects the same parcel.

Show child attributes
Option 1string
Option 2string[]

Match any value

Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
propertyTypeone of | null
Show child attributes
Option 1string
Option 2string[]

Match any value

Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
saleDateone of | null
Show child attributes
Option 1string

Exact date, or a whole period: YYYY-MM-DD (that day), YYYY-MM (the whole month — "2025-06" = 2025-06-01 through 2025-06-30) or YYYY (the whole year). YYYYMMDD, MM/DD/YYYY, an ISO-8601 datetime and epoch milliseconds are also accepted. An unparseable value is a 400.

Option 2object

Date range. Excludes null/missing-field docs by default; add includeNulls: true to keep them. Bounds accept YYYY, YYYY-MM, YYYY-MM-DD, YYYYMMDD, MM/DD/YYYY, a full ISO datetime or epoch milliseconds; an unparseable bound is a 400. A partial bound denotes the whole period and expands to the edge that preserves the operator: gte/lt take the period START, gt/lte take the period END — so {gte: "2024"} means on/after 2024-01-01 and {lte: "2024"} means through 2024-12-31.

Show child attributes
gtstring
gtestring
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires a bound.

ltstring
ltestring
salePriceone of | null
Show child attributes
Option 1number
Option 2number[]

Match any value

Option 3object

Numeric range. Excludes null/missing-field docs by default; add includeNulls: true to keep them.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires at least one of gte/lte/gt/lt.

ltnumber
ltenumber
schoolDistrictone of | null

School district name, one or an array (any-of). Matched case-insensitively with the generic words removed, so Austin Independent School District, Austin ISD and AUSTIN select the same listings. Matches the district assigned at any level (elementary, middle or high). It is a name match, not a boundary lookup: Austin would also match a district named Austin Achieve, so pair it with a location filter. List the available values for an area with POST /v1/sales/analytics/chart and slice: "schoolDistrict".

Show child attributes
Option 1string
Option 2string[]
soldAgentone of | null
Show child attributes
Option 1string
Option 2string[]

Match any value

Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
soldPriceone of | null
Show child attributes
Option 1number
Option 2number[]

Match any value

Option 3object

Numeric range. Excludes null/missing-field docs by default; add includeNulls: true to keep them.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires at least one of gte/lte/gt/lt.

ltnumber
ltenumber
sqftone of | null
Show child attributes
Option 1number
Option 2number[]

Match any value

Option 3object

Numeric range. Excludes null/missing-field docs by default; add includeNulls: true to keep them.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires at least one of gte/lte/gt/lt.

ltnumber
ltenumber
stateone of | null
Show child attributes
Option 1string
Option 2string[]

Match any value

Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
storiesone of | null

Number of stories: 3, [1, 2] or {lte: 1} for single level. Where the listing has no stories value the building's story count is used instead, which for a condo is the whole building. Rows with neither are excluded unless includeNulls: true.

Show child attributes
Option 1number
Option 2number[]

Match any value

Option 3object

Numeric range. Excludes null/missing-field docs by default; add includeNulls: true to keep them.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires at least one of gte/lte/gt/lt.

ltnumber
ltenumber
waterfrontboolean

true: waterfront property. false: it says it is not. Rows with no answer match neither value.

yearBuiltone of | null
Show child attributes
Option 1number
Option 2number[]

Match any value

Option 3object

Numeric range. Excludes null/missing-field docs by default; add includeNulls: true to keep them.

Show child attributes
gtnumber
gtenumber
includeNullsboolean

Also keep docs where the field is null/missing (a range filter drops them by default). Requires at least one of gte/lte/gt/lt.

ltnumber
ltenumber
zipone of | null
Show child attributes
Option 1string
Option 2string[]

Match any value

Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
zipCodeone of | null

ZIP code. Canonical key on sales (matches loans zipCode and the response DTO); zip is an alias kept for cross-entity parity.

Show child attributes
Option 1string
Option 2string[]

Match any value

Option 3object

Fuzzy text match

Show child attributes
matchstringrequired
measureenumdefault: "units"

Which metric each bar reports, AND what the bars are ranked by — the list is ordered by the measure you ask for, descending. Defaults to units, so an unqualified "top originators" means the busiest; pass volume for the biggest by dollars, or an average to rank by that average. Two things to know about the averages specifically. Buckets built from fewer than 5 documents are dropped from an average chart entirely, because a mean says nothing about how many transactions produced it and a single-transaction bucket would otherwise outrank real ones; no floor is applied to units or volume, where a lone large transaction is a legitimate top bar. And ranking a bucket list by a sub-aggregated average is approximate in the search engine — each shard contributes its own local top-N before they are merged — so treat the ordering of an average chart as indicative near the boundary rather than exact. Every bucket publishes its own count, so the sample size behind a value is never implicit.

Options:volumeunitsavgSalePriceavgListPrice
periodenum

Date window for loans / sales / market endpoints. Accepts every Period value plus rolling windows: last30Days / last60Days / last90Days (today minus 30 / 60 / 90 days through today), previousMonth (the last complete calendar month) and currentMonth (the 1st of this month through today). All windows are resolved in UTC with inclusive calendar-date bounds. Rolling windows are only accepted by the loans, sales and market endpoints (list, count, breakdowns, analytics summary / time-series / chart); originators / companies / branches / agents / offices endpoints return 400 for them.

Options:2017201820192020202120222023202420252026last3Monthslast6Monthslast12Monthslast14Monthslast16Monthslast18Monthslast24MonthsyearToDateallTimelast30Dayslast60Dayslast90DayspreviousMonthcurrentMonth
sliceenumrequired
Options:citycountystatezipschoolDistrictelementarySchoolmiddleSchoolhighSchool

Responses

200objectChart data
Show attributes
completenessobject

Data-completeness watermark for this response. Present only when it could be measured; absence means it was not measured, NOT that the data is complete.

Show child attributes
throughdaterequired

The last calendar date (YYYY-MM-DD) this query's matching records actually reach. Records arrive after the events they describe, so a period ending today is normally backed by data ending days or weeks earlier, and any bucket extending past this date is built from a partial period. Measured from THIS query's own matched set, not a global figure: the delay varies by geography and moves over time, so two requests with different filters can legitimately report different dates.

dataobject[]required
Show child attributes
countnumberrequired

How many documents this bucket was built from — the denominator behind value, published whatever the measure. It is the sample size of an average, the transaction count behind a volume sum, and (for measure: "units") value itself. Present on every bucket. Distinct from excluded, which reports how many of these documents a guarded measure's sentinel filter then dropped: a bucket can look well-populated here and still average over far fewer.

excludednumber

How many of this bucket's documents the measure's sentinel guard excluded — documents that carry the field but whose value is an out-of-range fill. Additive and optional: absent when the measure is unguarded (a document count, or a field with no fill values). Present per BUCKET because exclusion is not uniform — one period or slice can be almost entirely fill values while its neighbors are clean, and a single response-level total would hide exactly that.

idstring

Machine value behind label when the bucket key is not itself the label. lender: label is the dictionary display name and id the normalized lender key — pass id, not label, back as a lender filter value. conforming: label is conforming / nonConforming and id the raw true / false flag. titleCompany (time-series segment): label is the most-used spelling and id the normalized name every spelling was merged under — match segments across buckets on id. Absent on slices whose label is already the machine value.

labelstringrequired
segmentsobject[]

Present only when the request named a segment: this bucket broken down by that second dimension, ranked by the same measure and capped at 25 per bucket (the rest is counted in segmentsOmittedCount). Documents with no value for the segment are not grouped and appear nowhere here, so segment counts sum to at most the bucket's count.

Show child attributes
countnumberrequired

Documents in this segment of the parent bucket — the denominator behind value, whatever the measure.

idstring

Machine value behind label when the bucket key is not itself the label. lender: label is the dictionary display name and id the normalized lender key — pass id, not label, back as a lender filter value. conforming: label is conforming / nonConforming and id the raw true / false flag. titleCompany (time-series segment): label is the most-used spelling and id the normalized name every spelling was merged under — match segments across buckets on id. Absent on slices whose label is already the machine value.

labelstringrequired
valuenumberrequired

The requested measure over the documents in BOTH this segment and its parent bucket.

segmentsOmittedCountnumber

Present only with segments: documents in this bucket whose segment value fell past the 25-per-bucket cap. A document COUNT, never a dollar figure. 0 means segments is the complete breakdown of every document that carries a segment value.

unattributedenum

Present and true on at most one bucket, which is NOT a real category: it collects the documents this breakdown could not attribute to any value of the slice, and its label ("(unknown)") is prose, not an identifier. Filter on THIS field, never on the label — a consumer plotting a map or joining the label to a real code must drop this row. It is always the LAST element of data, appended after ranking rather than placed by value, so it is the one bucket that does not obey the ordering measure describes. It exists so the bars account for the same population the summary reports: a document whose slice field holds no indexed term is absent from a terms breakdown entirely rather than forming a small bucket, so without it a chart silently omits part of its own corpus. That reconciliation is exact for units; on an average it is not, because buckets under the five-document floor are dropped and a slice with more than 200 distinct values still truncates — neither loss is collected in this row (the truncated tail is reported response-wide as omittedCount; the floor is reported nowhere). Absent when there is nothing unattributed, never false and never a zero-valued row.

Options:true
valuenumberrequired
measurestringrequired
nextCursorstring

Paged party slices only (a chart request that passed size or after with slice originator / broker / loanCompany). Opaque cursor for the next page of the ranking — send it back as after with the same body. Absent on the last page.

omittedCountnumber

How many documents fell outside the bars — the size of the dropped tail, not its value. A chart groups by a capped number of distinct values, so a slice with more of them than the cap returns its largest groups and drops the rest; zip, city, lender and originator are the ones that reach it. It is the documents in the groups past the size cap, and only those: documents excluded from the slice by its empty-value filter, or carrying no value for it at all, are never grouped and are not counted here either. Where the response carries an unattributed row that row collects them; elsewhere a small residual against /analytics/summary can remain on city, lender, originator and similar, so bars plus this count reconcile with the summary's population exactly only on a slice with no such documents. 0 means the bars ARE the complete set, and the field is absent only where the grouping cannot truncate at all — so 0 and missing are different claims. Unlike a breakdown there is no next page to fetch: narrow the filters or pick a coarser slice. It is a DOCUMENT count and never a dollar or an average — the aggregation reports how many rows it left out, not what they were worth, so a truncated volume chart cannot be completed from this figure. One exception it does not cover: the average measures drop buckets thinner than a minimum sample size, and those are not counted here — compare against the summary when a mean matters.

segmentstring | nullrequired

The second dimension echoed from the request, or null for a one-dimensional chart (then no bucket carries segments).

slicestringrequired
totalinteger

Paged party slices only. Distinct bucket keys (e.g. originators) in the filtered population — what a consumer paginates against. A cardinality ESTIMATE (see totalApproximate): near-exact below 40,000, approximate above. On an average measure it can exceed the ranked buckets, which drop keys under the 5-document floor. Use nextCursor, not total, to decide whether another page exists.

totalApproximateboolean

Present (always true) alongside total: the total is a cardinality estimate, not an exact count.

400objectValidation error
401objectUnauthorized
403objectForbidden (authenticated, but missing required context — e.g. no active organization)
404objectNot found
413objectResponse payload too large — detail endpoint capped to fit Lambda response limits
503objectSearch timed out or the cluster is overloaded — retry after `Retry-After` seconds.