NM Food Pathways Intelligence Hub

New Mexico Food Pathways Intelligence Hub

An interactive map showing where New Mexicans may have a harder time reaching healthy, affordable food — down to the neighborhood level — across all 33 counties, with ideas for what might help. Look up your own address, browse the statewide map, or compare counties side by side. This is a planning-level screening tool meant to start a conversation, not make a final decision.

Statewide Snapshot

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What Kind of Help Is Needed

A rough, computer-generated guess at what kind of help each neighborhood may need most, based on distance to stores, poverty, and other factors. See About This Tool for how this is calculated.

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Planning-level disclaimer

Food Pathways is a planning-level screening tool. Results are intended to identify areas for deeper review and local validation. Scores and recommendations do not represent final site selection, funding approval, zoning review, parcel feasibility, operator commitment, or service availability.

Find My Address

Type in a street address to see how your neighborhood scores, and what might help. For browsing the full map or comparing counties, use the Map or By County tabs.

Location Caveat

SNAP retailer, store, food access resource, and senior center information should be validated for current operating status, eligibility, hours, services, and capacity before decisions are made. Tract-level scores are planning-level estimates, not a final determination for any specific address.

Statewide Map

Every neighborhood in New Mexico, colored by how urgently it may need help. Areas shown in gray with a dashed outline don't have enough data yet — that means "needs a closer look," not "doing fine."

Geography

Priority Tier All / None

Food Access

Nutrition Desert

Data Coverage

Type of Help Needed All / None

A computer-generated guess, not a final answer — see About This Tool for details.

Point Overlays

Food Access Resources and Senior Centers are currently pilot-enriched for Doña Ana / Las Cruces only.

Legend

Very High Priority
High Priority
Moderate Priority
Lower Relative Priority
Insufficient Model Coverage

Tract Detail

Click a spot on the map to see the full picture for that area, including its priority level and what might help.

By County

Compare all 33 New Mexico counties side by side, or pick one to see its neighborhoods, nearby food resources, and priority levels in detail.

County Comparison Table

Click any column header to sort. Click a row to switch the whole app to that county.

Filter Counties Shown All / None

Leave all checked to compare every county. Uncheck some to narrow the table to just the counties you're comparing.

Nearby Resources

SNAP retailers, grocery and food stores, food pantries and other food help, and senior centers across New Mexico. Turn layers on or off, and click any point on the map for details.

Support Type Clear

Leave all unchecked to show every location regardless of support type. Check one or more to show only locations offering that support.

Asset Counts

About This Tool

What this tool is

This is a planning-level screening tool built on statewide census tract boundaries, a food access model, and location data for SNAP retailers, food retail stores, and (in pilot areas) food access resources and senior centers. It is designed to move users from "where is the problem?" to "what kind of problem is it?" to "what intervention may help?" to "who needs to validate or act next?" It is a starting point for conversation, local validation, and due diligence — it does not prescribe policy, select final sites, or replace local planning judgment.

Data coverage snapshot

Model coverage is not the same as priority. A tract with insufficient model coverage may still have real, unmeasured need — it should be flagged for validation, never treated as low priority.

Model coverage by county

Food desert vs. nutrition desert

A food desert / food access gap reflects geographic or practical barriers to reaching a store at all — nearest store distance, stores within 1/5/10 miles, stores per 1,000 residents, and SNAP retailer availability. A nutrition desert reflects healthy food access pressure that can exist even when a store is nearby, since household budgets are also shaped by food prices, transportation, housing, and utility costs. A tract can have stores nearby and still have nutrition access concerns; a tract can lack stores but need mobile or food-support intervention before grocery recruitment; and a tract can simply have insufficient model coverage and need validation before any interpretation at all.

Store and centroid distance limitation

Distance metrics are calculated from tract centroids, which is a planning-level approximation, not a parcel-level or road-network distance calculation. Large or irregularly shaped tracts may have real distances that differ meaningfully from the centroid estimate.

Required Caveats

Global Caveat

Food Pathways is a planning-level screening tool. Results are intended to identify areas for deeper review and local validation. Scores and recommendations do not represent final site selection, funding approval, zoning review, parcel feasibility, operator commitment, or service availability.

Data Coverage Caveat

Some tracts are included in the statewide boundary layer but do not currently have enough model coverage for reliable scoring. These areas are flagged for additional validation and should not be interpreted as low need.

Location Caveat

SNAP retailer, store, food access resource, and senior center information should be validated for current operating status, eligibility, hours, services, and capacity before decisions are made.

Pilot-Enriched Layer Caveat

Food access resources and senior center support layers are currently enriched for Doña Ana County / Las Cruces and are not yet complete statewide support infrastructure layers.

Decision-Making Caveat

The platform identifies candidate tracts and planning-level signals. It does not identify final parcels, make funding decisions, prescribe policy, or replace community engagement, operator feasibility review, transportation analysis, zoning review, or local validation.

Remediation pathways referenced in this tool

Tract detail pages surface a suggested remediation focus based on planning-level signals (priority score, distance to nearest store, poverty rate, nutrition desert score, and data coverage status). These map to six general pathways: grocery / retail feasibility review; mobile market or mobile pantry; SNAP retailer expansion or validation; nutrition quality and affordability intervention; senior food support; and, where coverage is incomplete, data validation before any other conclusion. These are directional starting points for conversation, not prescriptions — they require parcel review, zoning review, operator engagement, community engagement, transportation review, and field verification before any site or program decision.

AI-assisted workflow disclosure

Portions of this platform's data pipeline, scoring logic, and interface were developed with AI-assisted tooling. AI-assisted development can introduce errors, omissions, or unintended bias that are not always obvious on review. All scores, maps, counts, categories, and suggestions produced by this tool are planning-level estimates only and may contain mistakes. Users must independently verify all information against authoritative sources and their own local knowledge before relying on it for any policy, funding, zoning, program, or site-selection decision.

Ownership & legal disclaimer

© 2026 InnovaOps LLC. All rights reserved. The New Mexico Food Pathways Intelligence Hub — including its software, design, data models, and scoring methodology — is the property of InnovaOps LLC and is provided for informational and planning purposes only. It is provided "as is" without warranties of any kind, express or implied, including but not limited to warranties of accuracy, completeness, merchantability, or fitness for a particular purpose. InnovaOps LLC is not liable for any decisions made, actions taken, or damages incurred based on use of this tool. Use of this site constitutes acknowledgment of these terms.