A look at how Land id is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.
Land id is cited in 20 of 36 AI answers. It shows up on Land Mapping, Rural Real Estate Mapping, Gis Land Research. It is absent on Parcel Data, Property Boundary.
AI answers fire on 92% of tracked queries, yet Land id is quoted in only 56% of them. When it does appear, it sits as a listed provider, rarely the lead source.
Where Real Estate Begins.™ | Land id® Solutions Platform Research properties nationwide with AI insights, ownership data, and map creation. Create, manage, and collaborate on shareable maps and data. Advanced marketing with branded propertyid.land, 2026
Differentiators it leads with: Parcel Data, Land Mapping, Property Boundary, Rural Real Estate Mapping.
Cited as a provider on Land Mapping, Rural Real Estate Mapping, Gis Land Research queries.
Appears alongside reddit.com, youtube.com, esri.com.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Land Mapping | Owned | positioning |
| Rural Real Estate Mapping | Owned | positioning |
| Gis Land Research | Owned | positioning |
| Land Id | Owned | comparison |
| Parcel Data | Invisible | positioning |
| Property Boundary | Invisible | positioning |
Problem Aware. overview queries: Land id appears on 4 of 6 themes.
Solution Aware. Owned on Land Mapping, Rural Real Estate Mapping, Gis Land Research; absent on Parcel Data, Property Boundary.
Alternatives. 1 themes name the brand without citing it; 15 queries answer without it at all.
39 queries across branded, positioning, and comparison intent. "Cited" means Land id's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.
| Query | Type | Land id in the AI answer | Top sources cited |
|---|---|---|---|
| best parcel data | Positioning | No AI answer | |
| parcel data vendors | Positioning | Absent | reddit.com, landgrid.com, lightboxre.com |
| parcel data solutions | Positioning | Absent | regrid.com, reddit.com, esri.com |
| parcel data software | Positioning | Absent | regrid.com, reddit.com, youtube.com |
| parcel data platform | Positioning | Absent | regrid.com, reddit.com, nconemap.gov |
| top parcel data providers | Positioning | Absent | reddit.com, datarade.ai, safegraph.com |
| parcel data comparison | Positioning | Absent | help.csdatum.com, youtube.com, reddit.com |
| best land mapping | Positioning | Cited | id.land, landglide.com, play.google.com |
| land mapping vendors | Positioning | Cited | id.land, pandell.com, latapult.com |
| land mapping solutions | Positioning | Cited | stellarsurveying.com, mappingsolutionsgis.com, fugro.com |
| land mapping software | Positioning | Cited | id.land, agridatainc.com, reddit.com |
| land mapping platform | Positioning | Cited | arcgis.com, id.land, felt.com |
| top land mapping providers | Positioning | Absent | ensun.io, stsurvey.com, researchandmarkets.com |
| land mapping comparison | Positioning | Cited | experience.arcgis.com, truesize.net, reddit.com |
| best property boundary | Positioning | Absent | reddit.com, play.google.com, youtube.com |
| property boundary vendors | Positioning | Absent | linkedin.com, justanswer.com, clevelandlandsurveying.com |
| property boundary solutions | Positioning | Absent | justia.com, youtube.com, nexgensurveying.com |
| property boundary software | Positioning | Cited | landglide.com, play.google.com, regrid.com |
| property boundary platform | Positioning | Cited | regrid.com, id.land, youtube.com |
| top property boundary providers | Positioning | Absent | metageomatics.com, ascny.net, regrid.com |
| property boundary comparison | Positioning | Absent | reddit.com, sawtoothls.com, youtube.com |
| best rural real estate mapping | Positioning | Cited | id.land, mass.gov, facebook.com |
| rural real estate mapping vendors | Positioning | Cited | id.land, mapwise.com, caliper.com |
| rural real estate mapping solutions | Positioning | Cited | id.land, dna.firstam.com, caliper.com |
| rural real estate mapping software | Positioning | Cited | id.land, rliland.com, regrid.com |
| rural real estate mapping platform | Positioning | Cited | id.land, regrid.com, acres.com |
| top rural real estate mapping providers | Positioning | Cited | id.land, regrid.com, acres.com |
| rural real estate mapping comparison | Positioning | Cited | id.land, acrevalue.com, cookcountyassessoril.gov |
| best gis land research | Positioning | No AI answer | |
| gis land research vendors | Positioning | Absent | esri.com, safegraph.com, latapult.com |
| gis land research solutions | Positioning | Cited | irthsolutions.com, guides.library.duke.edu, mckissock.com |
| gis land research software | Positioning | Cited | esri.com, latapult.com, guides.lib.uchicago.edu |
| gis land research platform | Positioning | Cited | esri.com, id.land, youtube.com |
| top gis land research providers | Positioning | Absent | esri.com, safegraph.com, youtube.com |
| gis land research comparison | Positioning | Absent | sciencedirect.com, reddit.com, mcsteen.com |
| alternatives to Land id | Comparison | Named, not cited | g2.com, reddit.com, facebook.com |
| Land id vs Regrid | Comparison | Cited | regrid.com, apps.apple.com, play.google.com |
| Land id vs onX Hunt | Comparison | No AI answer | |
| Land id vs AcreValue | Comparison | Cited | acrevalue.com, landowl.com, acrevalue.zendesk.com |
Land id is cited in 20 of the 36 AI answers we triggered.
Land id presents as parcel data, land mapping, property boundary, rural real estate mapping, GIS land research. AI Overviews cite it on Land Mapping, Rural Real Estate Mapping, Gis Land Research and it is absent on Parcel Data, Property Boundary.
Impact high · effort medium · 30 to 60 days
Impact medium · effort low · 0 to 30 days
Impact high · effort medium · 30 to 90 days
| Domain AI cites | Pages | Context |
|---|---|---|
| reddit.com | 10 | Cited on 10 of the queries we tested. |
| youtube.com | 10 | Cited on 10 of the queries we tested. |
| esri.com | 6 | Cited on 6 of the queries we tested. |
| tnris.org | 5 | Cited on 5 of the queries we tested. |
| reportallusa.com | 4 | Cited on 4 of the queries we tested. |
| lightboxre.com | 3 | Cited on 3 of the queries we tested. |
| ucanr.edu | 3 | Cited on 3 of the queries we tested. |
| datarade.ai | 3 | Cited on 3 of the queries we tested. |
| safegraph.com | 3 | Cited on 3 of the queries we tested. |
| amerisave.com | 3 | Cited on 3 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of Land id on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| reddit.com | Cited on 10 of the tested queries. |
| youtube.com | Cited on 10 of the tested queries. |
| esri.com | Cited on 6 of the tested queries. |
| tnris.org | Cited on 5 of the tested queries. |
| reportallusa.com | Cited on 4 of the tested queries. |
| lightboxre.com | Cited on 3 of the tested queries. |
| ucanr.edu | Cited on 3 of the tested queries. |
| datarade.ai | Cited on 3 of the tested queries. |