Gridwise

Gridwise is an earnings-tracking and optimization platform for rideshare and delivery gig workers, aggregating mileage, trip, and income data across gig platforms such as Uber, Lyft, DoorDash, Grubhub, Instacart, and Amazon Flex so drivers can see where they earn most and drive more strategically. Alongside the consumer app, Gridwise operates Gridwise Analytics, a B2B mobility-data business that turns millions of anonymized driver location, trip, and earnings records into industry benchmarking, KPI, and market-intelligence products for gig mobility platforms, financial services, retailers/merchants, and autonomous vehicle fleets. Data is delivered as aggregated weekly reports, record-level trip datasets, and consumer/driver surveys through commercial engagement. Gridwise does not currently publish a public developer API; this profile captures its consumer, data-product, support, and policy surfaces.

Gridwise is profiled on the APIs.io network. Tagged areas include Company, Gig Economy, Rideshare, Delivery, and Mobility Data.

Gridwise’s developer surface includes support, engineering blog, and 7 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

11.3/100 emerging ▬ flat Agent 9/100 agent aware Front door AI 3/6 light Heartbeat 99/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

0 APIs 1 MCP Servers

Company Gig Economy Rideshare Delivery Mobility Data AnalyticsEarnings TrackingData Products

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 11.3/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 1.2 / 17

Access Clarity 3.6 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 5.0 / 9

Regulatory Posture 2.1 / 15

Agent readiness — 9/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0

12 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 7.1 — up to +18.6 composite points
Access Clarity scores 21.1 — up to +15.8 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/gridwise/apis.yml: open an issue on github.com/api-evangelist/gridwise to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 1

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (verified)

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Gridwise MCP Server

Remote MCP server at docs.gridwise.io over HTTP.

MCP SERVER

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Gridwise Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 2

Properties that don't map to a standard resource type

DataProduct

DataProduct

DataUsePolicy

DataUsePolicy

Source (apis.yml)

aid: gridwise
name: Gridwise
description: Gridwise is an earnings-tracking and optimization platform for rideshare and delivery gig workers, aggregating
  mileage, trip, and income data across gig platforms such as Uber, Lyft, DoorDash, Grubhub, Instacart, and Amazon Flex so
  drivers can see where they earn most and drive more strategically. Alongside the consumer app, Gridwise operates Gridwise
  Analytics, a B2B mobility-data business that turns millions of anonymized driver location, trip, and earnings records into
  industry benchmarking, KPI, and market-intelligence products for gig mobility platforms, financial services, retailers/merchants,
  and autonomous vehicle fleets. Data is delivered as aggregated weekly reports, record-level trip datasets, and consumer/driver
  surveys through commercial engagement. Gridwise does not currently publish a public developer API; this profile captures
  its consumer, data-product, support, and policy surfaces.
url: https://raw.githubusercontent.com/api-evangelist/gridwise/refs/heads/main/apis.yml
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - security
  generated: '2026-11-06'
  method: derived
image: https://cdn.prod.website-files.com/693147a965e7b9aee335db32/69a1bed787b6ae592573dff7_graph%20image.png
x-type: company
x-source: vc-portfolio
x-backed-by:
- techstars
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Gig Economy
- Rideshare
- Delivery
- Mobility Data
- Analytics
- Earnings Tracking
- Data Products
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://gridwise.io/
- type: DataProduct
  name: Gridwise Analytics
  url: https://gridwise.io/analytics
- type: Support
  name: Help Center
  url: https://help.gridwise.io/hc/en-us
- type: Blog
  url: https://gridwise.io/blog
- type: TermsOfService
  url: https://gridwise.io/termsofservice
- type: PrivacyPolicy
  url: https://gridwise.io/privacypolicy
- type: DataUsePolicy
  url: https://gridwise.io/data-use
- type: DomainSecurity
  url: security/gridwise-domain-security.yml
- type: LLMsTxt
  url: llms/gridwise-llms.txt
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

Gridwise API — frequently asked questions

Does Gridwise have an MCP server?

Yes. APIs.io lists 1 MCP server for Gridwise: Remote MCP server at docs.gridwise.io over HTTP.

Is the Gridwise API ready for AI agents?

Gridwise has a Kin Score of 11.3 out of 100 (emerging) and an Agent Readiness score of 8.6 (agent-aware), scored by API Evangelist on 2026-11-06.

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get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
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find_cohortsEvery scored population of providers in the catalog.

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