emerging · 1.6 market domain

Last Mile Delivery

Score 23.4 / 100 98 providers +4 via APIs 22 APIs Search apis.io →
Business capabilities this tag reaches
Transport Operations Management 1
Variants seen in the corpus: Last MileLast-Mile LogisticsLast Mile Delivery

Providers using this tag (98)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 2 Complete, well-documented, and agent-ready
Strong 7 Solid coverage with minor gaps
Developing 17 Usable, with meaningful gaps to close
Thin 22 Limited public surface area
Emerging 15 Early or largely undocumented
Minimal 34 Almost no public developer surface
Starship TechnologiesCompanyRoboticsAutonomous Vehicles10.6Battery SmartCompanyBattery SwappingElectric VehiclesEV Infrastructure10.3iMileCompanyLogisticsE-Commerce10.2FlyziplineCompanyDrone DeliveryLogisticsAutonomous Systems9.7SwishCompanyConsumerFood DeliveryQuick Commerce9.7bluefliteCompanyDronesUASLogistics9.3ZiplineDronesAutonomous AircraftDrone DeliveryUnmanned Aerial Systems8.9AeronextCompanyDronesUAVLogistics8.5Ubiq (now NECTURE)CompanyMobilityFleet ManagementShared Mobility8.2Wise SystemsCompanyLogisticsRoute Optimization7.4FlytrexCompanyDrone DeliveryLogistics6.3RappiDeliveryFood DeliveryGrocery DeliveryOn-Demand1 API6.3EvriLogisticsSupply ChainUnited KingdomParcel5.6TezborCompanyLogisticsDeliveryCouriers1 API5.6DadaCompanyConsumerDeliveryLogistics5.3WingDronesDrone DeliveryUnmanned AircraftUAS5.3HaseelCompanyGroceryFood DeliveryE-Commerce4.8Sokowatch / WasokoB2B CommerceInformal RetailDistributionSupply Chain4.5YassirSuper AppRide HailingFood DeliveryGrocery Delivery4.5Cornershop by UberGrocery DeliveryOn-Demand DeliveryConsumer App4.1Lori SystemsLogisticsFreightTruckingCargo4.1QikPodCompanyServicesRoboticsWarehouse Automation3.8QuickshipperCompanyLogisticsFleet Management3.8ElasticRunCompanyLogisticsE-CommerceSupply Chain3.4KhazenlyCompanyE-CommerceFulfillmentLogistics3.4NoonE-CommerceMarketplaceRetailOnline Shopping2.7NizthewizCompanyLogisticsCouriersDelivery2.5AVOCompanyDeliveryLogistics0.0BufferboxCompanyLogisticsParcel Lockers0.0DunzoCompanyDeliveryHyperlocal0.0Enjoy TechnologiesCompanyRetailCommerceMobile Commerce0.0FlirteyCompanyDrone DeliveryUnmanned Aerial VehiclesLogistics0.0NowRxCompanyDefunctPharmacyHealthcare0.0PackfleetCompanyClimateLogisticsDelivery0.0
Unrated 1 Not yet scored

APIs with this tag (20)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 1 Complete, well-documented, and agent-ready
Strong 9 Solid coverage with minor gaps
Developing 3 Usable, with meaningful gaps to close
Thin 5 Limited public surface area
Emerging 2 Early or largely undocumented

Companies reaching this through an API (4)

These companies publish an API, specification or operation carrying “Last Mile Delivery” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Delhivery LF Connectivity Olo Ryder System

Score breakdown

Frequency
57.0
log-scaled weighted occurrences
Breadth
2.5
spread across providers
Quality lift
31.3
mean composite of providers using it
Cohesion
15.0
strength of nearest seed neighbor

Where this tag sits

Logistics broader Delivery broader

Related tags

Couriers 26 co-occurrences Delivery 42 co-occurrences Route Optimization 16 co-occurrences Logistics 90 co-occurrences Shipping 28 co-occurrences Food Delivery 17 co-occurrences Fulfillment 19 co-occurrences Tracking 17 co-occurrences

Where this tag comes from

Provider tag98
Api tag22
Openapi tag1
Openapi op tag4

Cohort brief

Auto-generated

The 90 providers in the APIs.io catalog tagged Last Mile Delivery, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
90
of 98 in the catalog
Mean Kin Score
28
+5.1 vs catalog 22.9
Mean Agent Readiness
17.2
+5.3 vs catalog 11.9
Spread
0–77.2
median 28.2 · σ 19.5
How the 90 split by band
Exemplar 2Strong 7Developing 17Thin 22Emerging 15Minimal 27
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 28.8 17.6 +11.2 90
Developer Ergonomics 29.2 23.2 +6 90
Discoverability 61.9 58.1 +3.8 90
Operational Transparency 15.8 13.7 +2.1 90
Access Clarity 26.7 26.5 +0.2 90
Contract Governance 6.1 6.3 -0.2 90

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 11% 14% -3
MCP server (first-party) 11% 12% -1
Agent Skills 0% 0% 0
OAuth scopes 10% 11% -1
Security 98% 98% 0
Arazzo workflows 1% 2% -1
Governance rules 11% 14% -3

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Doordash 77.2
  2. 2 Instacart 71.5
  3. 3 Grubhub 61.6
  4. 4 Nash 61.4
  5. 5 Onfleet 60.7
  6. 6 HyperTrack 59.3
  7. 7 Veho 56.1
  8. 8 Bringg 55
  9. 9 Uber Eats 54.3
  10. 10 Track-POD 54.1
Top by Agent Readiness
  1. 1 Onfleet 48.7
  2. 2 Grubhub 48.4
  3. 3 Ninja Van 46.3
  4. 4 Shiprocket 46
  5. 5 HyperTrack 42.6
  6. 6 Nash 42.1
  7. 7 OneRail 40.8
  8. 8 Instacart 37.9
  9. 9 Barogo 37.9
  10. 10 Doordash 37.6
All 98 members of this roster resolve to a provider in the catalog; 90 carry a score (92%). The figures above describe the scored members only.
Coverage caveat. 77 of 90 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 5 October 2026, across 29093 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This tag
curl "https://apis.io/api/v1/tags/last-mile-delivery"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/last-mile-delivery"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/last-mile-delivery/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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