GatiFlow

GatiFlow is a market, talent and hiring intelligence product that turns public developer activity into structured signals and serves them as a read-only JSON API. Thirteen public sources — GitHub, StackOverflow, HackerNews, Dev.to, arXiv, OpenReview, npm, PyPI, HuggingFace, Adzuna, Remotive, job boards (Greenhouse and Lever public postings) and SEC EDGAR — are polled on a six-hour cycle; a trend-category signal is published only once two independent sources confirm it or one source repeats it across two collection cycles, confidence is computed from source authority, diversity and persistence rather than raw mention count, and every signal carries its evidence and week-over-week movement. The public GatiFlow Intelligence API exposes seven read-only operations (the current report, snapshot history, a point-in-time snapshot, a CSV/PDF export, the daily insights payload, the latest Deep Dive preview, and per-key usage), authenticated with a gf_-prefixed API key in the X-API-Key header, priced across Free, Starter ($49/mo), Pro ($149/mo) and Business ($499/mo) plans.

GatiFlow publishes 4 API contracts indexed on the APIs.io network, including Intelligence API, Public API, Usage API, and 1 more. Tagged areas include Market Intelligence, Developer Signals, Trends, Hiring, and Open Source.

The GatiFlow catalog on APIs.io includes 1 event-driven AsyncAPI specification, 1 JSON-LD context, and 1 Spectral governance ruleset.

GatiFlow’s developer surface includes changelog, authentication, getting-started guide, pricing, support, engineering blog, code examples, and 50 more developer resources.

🌐 Visit website 📡 Source on GitHub
75.1/100 exemplar ▬ flat Agent 50/100 agent native Front door AI 5/6 prominent Full breakdown ↓
scored 2026-10-09 · rubric v0.23.0
4 published contracts
Market IntelligenceDeveloper SignalsTrendsHiringOpen SourceResearchB2B SaaSArtificial Intelligence

What people ask GatiFlow 3

The questions people put to an LLM, and the jobs they hand an agent, that GatiFlow's APIs answer — each one linked to the operation that does it. Generated by API Evangelist

GatiFlow Intelligence API Generate a fresh intelligence report “How do I generate a current intelligence report for my organization in Gatiflow?” List retained report snapshots “Which past report snapshots are still retained for my organization?” Retrieve an archived report snapshot “Can I open the intelligence report exactly as it was collected on an earlier date?” Export the intelligence report as a file “Can I download the intelligence report as a CSV or PDF file instead of JSON?”
GatiFlow Public API Preview the latest Deep Dive article “What is the topic of the most recent Gatiflow Deep Dive article?” Get the Daily Insights report “How do I read today's Daily Insights report that backs the Insights page?”
GatiFlow Usage API List recent calls made with my API key “Which endpoints has my Gatiflow API key called recently, and with what status codes?”

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-10-09 · rubric v0.23.0
Composite quality — 75.1/100 · exemplar
Contract Quality 7.1 / 21
Developer Ergonomics 12.0 / 17
Access Clarity 17.0 / 17
Operational Transparency 10.5 / 11
Contract Governance 2.2 / 10
Discoverability 8.2 / 9
Regulatory Posture 10.4 / 15
Agent readiness — 50/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 4 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
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 does not apply to this provider. The published contracts declare no write operations, and a read-only API cannot create-or-update. The facet is excluded from this provider's denominator entirely — not scored zero. A reference or data API is not deficient for being unable to upsert.
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/.
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 github.com/api-evangelist/gatiflow: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 4

Individual APIs this provider publishes, each with its own machine-readable definition.

GatiFlow Intelligence API

The intelligence operations of the GatiFlow Intelligence API — the current intelligence report (content scales with plan), snapshot history, one archived report by snapshot id, ...

GatiFlow Public API

The public operations of the GatiFlow Intelligence API — the Daily Insights payload (web-app session auth, not an API key; an API key receives 401 there) and the latest Saturday...

GatiFlow Usage API

The usage operation of the GatiFlow Intelligence API — recent calls made with the API key used on the request (limit up to 500), so a scheduled job can audit its own traffic wit...

GatiFlow Webhooks API

The intelligence:alert webhook GatiFlow pushes to HTTPS endpoints registered by Pro and Business organizations — spike, emerging and new_hirer alerts matching the watchlist, sig...

Pricing Plans 1

Published pricing tiers and plan structures.

Gatiflow Plans Pricing

4 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Gatiflow Rate Limits

8 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Gatiflow Finops

FINOPS

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Gatiflow Webhooks

ASYNCAPI

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Gatiflow Context

2 classes · 6 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

GatiFlow API Rules

17 rules · 14 errors 1 warnings 2 info

SPECTRAL

OpenAPI Overlays 3

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Gatiflow Intelligence Api Phrasing Overlay

5 actions · phrasing · gatiflow-intelligence-api-openapi.yml

GENERATED

Gatiflow Public Api Phrasing Overlay

3 actions · phrasing · gatiflow-public-api-openapi.yml

GENERATED

Gatiflow Usage Api Phrasing Overlay

2 actions · phrasing · gatiflow-usage-api-openapi.yml

GENERATED

JSON Schema 5

Standalone JSON Schema definitions for this provider's data models.

DailyInsights

9 properties

JSON SCHEMA

DeepDivePreview

10 properties

JSON SCHEMA

IntelligenceReport

11 properties

JSON SCHEMA

ReportHistory

4 properties

JSON SCHEMA

UsageLog

3 properties

JSON SCHEMA

Security Posture 4

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

Gatiflow Authentication

apiKey/http · 2 schemes

SECURITY

Gatiflow Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Gatiflow Vulnerability Disclosure

security.txt · contact published

SECURITY

Gatiflow Trust Center

trust center published

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Gatiflow Agentic Access

7 operations

7 operations · 0 acting

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

Login
Login
 DeveloperPortal
DeveloperPortal
 GettingStarted
GettingStarted
 Console
Console

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

WellKnown
WellKnown
 AgenticAccess
AgenticAccess
 AgentSkill
AgentSkill
 LLMsTxt
LLMsTxt

Design & Contract 11

Pagination, idempotency, versioning, errors, and events

Webhooks
Webhooks
 Spectral
Spectral
 JSONLD
JSONLD
 Vocabulary
Vocabulary
 DataModel
DataModel
 Conventions
Conventions
 Lifecycle
Lifecycle
 ErrorCatalog
ErrorCatalog
 ErrorCatalog
ErrorCatalog
 Conformance
Conformance
 Webhooks
Webhooks

Scroll for all 11

Build 2

SDKs, sample code, and the tooling you integrate with

PostmanCollection
PostmanCollection
 CodeExamples
CodeExamples

Access & Security 7

Authentication, authorization, and security posture

SecurityTxt
SecurityTxt
 VulnerabilityDisclosure
VulnerabilityDisclosure
 Compliance
Compliance
 TrustCenter
TrustCenter
 DomainSecurity
DomainSecurity
 Authentication
Authentication
 Security
Security

Scroll for all 7

Learn 1

Tutorials, courses, talks, and written guidance

TrainingDataSummary
TrainingDataSummary

Operate 9

Status, limits, changes, and where to get help

Deprecation
Deprecation
 RateLimits
RateLimits
 ChangeLog
ChangeLog
 StatusPage
StatusPage
 ChangeLog
ChangeLog
 Support
Support
 Roadmap
Roadmap
 SupportLifetime
SupportLifetime
 IncidentNotification
IncidentNotification

Scroll for all 9

Commercial 6

Pricing, plans, and the legal terms of use

Plans
Plans
 TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy
 Pricing
Pricing
 FinOps
FinOps
 GlobalPrivacyControl
GlobalPrivacyControl

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Other 11

Properties that don't map to a standard resource type

Hosts
Hosts
 Vendors
Vendors
 AITransparency
AITransparency
 DataSubjectRequest
DataSubjectRequest
 APIsJSON
APIsJSON
 SBOM
SBOM
 APICatalog
APICatalog
 ContentSignal
ContentSignal
 Subprocessors
Subprocessors
 DataResidency
DataResidency
 ExitAssistance
ExitAssistance

Scroll for all 11

Source (apis.yml)

apis.yml Raw ↑ 
aid: gatiflow
name: GatiFlow
description: GatiFlow is a market, talent and hiring intelligence product that turns public developer activity into structured
  signals and serves them as a read-only JSON API. Thirteen public sources — GitHub, StackOverflow, HackerNews, Dev.to, arXiv,
  OpenReview, npm, PyPI, HuggingFace, Adzuna, Remotive, job boards (Greenhouse and Lever public postings) and SEC EDGAR —
  are polled on a six-hour cycle; a trend-category signal is published only once two independent sources confirm it or one
  source repeats it across two collection cycles, confidence is computed from source authority, diversity and persistence
  rather than raw mention count, and every signal carries its evidence and week-over-week movement. The public GatiFlow Intelligence
  API exposes seven read-only operations (the current report, snapshot history, a point-in-time snapshot, a CSV/PDF export,
  the daily insights payload, the latest Deep Dive preview, and per-key usage), authenticated with a gf_-prefixed API key
  in the X-API-Key header, priced across Free, Starter ($49/mo), Pro ($149/mo) and Business ($499/mo) plans.
url: https://gatiflow.io/apis.json
x-type: company
x-source: harvest:apis-io-add
x-tier: profiled
x-tier-reason: enrichment pass 2026-09-21 (local-v5; was apis.io/add submission stub)
position: Producing
specificationVersion: '0.20'
created: '2026-09-21'
modified: '2026-09-27'
image: https://gatiflow.io/favicon.svg
tags:
- Market Intelligence
- Developer Signals
- Trends
- Hiring
- Open Source
- Research
- B2B SaaS
- Artificial Intelligence
tags_raw:
- Market Intelligence
- Developer Signals
- Trends
- Hiring
- Open Source
- Research
- B2B SaaS
- AI
- Open-Source
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Webhooks
  url: asyncapi/gatiflow-webhooks.yml
- type: Deprecation
  url: https://gatiflow.io/api-docs#versioning
- type: SecurityTxt
  url: well-known/gatiflow-security.txt
- type: WellKnown
  url: well-known/gatiflow-well-known.yml
- type: VulnerabilityDisclosure
  url: security/gatiflow-vulnerability-disclosure.yml
- type: Hosts
  url: hosts/gatiflow-hosts.yml
- type: Vendors
  url: vendors/gatiflow-vendors.yml
- type: AgenticAccess
  url: agentic-access/gatiflow-agentic-access.yml
- type: RateLimits
  url: rate-limits/gatiflow-rate-limits.yml
- type: Plans
  url: plans/gatiflow-plans-pricing.yml
- type: Spectral
  url: rules/gatiflow-rules.yml
- type: JSONLD
  url: json-ld/gatiflow-context.jsonld
- type: Vocabulary
  url: vocabulary/gatiflow-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/gatiflow-data-model.yml
- type: ChangeLog
  url: changelog/gatiflow-changelog.yml
- type: Conventions
  url: conventions/gatiflow-conventions.yml
- type: Compliance
  url: https://gatiflow.io/compliance
- type: TrustCenter
  url: security/gatiflow-trust-center.yml
- type: DomainSecurity
  url: security/gatiflow-domain-security.yml
- type: Authentication
  url: authentication/gatiflow-authentication.yml
- type: StatusPage
  url: https://stats.uptimerobot.com/9fR5IzLq0q
- type: Lifecycle
  url: lifecycle/gatiflow-lifecycle.yml
- type: ErrorCatalog
  url: errors/gatiflow-error-codes.yml
- type: ErrorCatalog
  url: errors/gatiflow-problem-types.yml
- type: Conformance
  url: conformance/gatiflow-conformance.yml
- type: LLMsTxt
  url: llms/gatiflow-llms.txt
- type: ChangeLog
  url: https://gatiflow.io/changelog
- type: Website
  url: https://gatiflow.io
- type: Login
  url: https://gatiflow.io/login
- type: TermsOfService
  url: https://gatiflow.io/terms
- type: PrivacyPolicy
  url: https://gatiflow.io/privacy
- type: AITransparency
  url: https://gatiflow.io/compliance
- type: DataSubjectRequest
  url: https://gatiflow.io/opt-out
- type: APIsJSON
  url: https://gatiflow.io/apis.json
- type: DeveloperPortal
  url: https://gatiflow.io/api-docs
- type: GettingStarted
  url: https://gatiflow.io/api-docs
- type: Pricing
  url: https://gatiflow.io/#pricing
- type: Security
  url: https://gatiflow.io/aup
- type: Support
  url: mailto:support@gatiflow.io
- type: Blog
  url: https://gatiflow.io/academy
- type: Webhooks
  url: https://gatiflow.io/api-docs/webhooks
- type: Roadmap
  url: https://gatiflow.io/roadmap
- type: PostmanCollection
  url: https://gatiflow.io/postman_collection.json
- type: SBOM
  url: https://api.gatiflow.io/sbom.cdx.json
- type: SupportLifetime
  url: https://gatiflow.io/api-docs#versioning
- type: CodeExamples
  url: https://gatiflow.io/api-docs/examples
- type: APICatalog
  url: https://gatiflow.io/.well-known/api-catalog
- type: ContentSignal
  url: https://gatiflow.io/robots.txt
- type: Console
  url: https://api.gatiflow.io/docs
- type: FinOps
  url: finops/gatiflow-finops.yml
- type: Subprocessors
  url: https://gatiflow.io/privacy#processors
- type: DataResidency
  url: https://gatiflow.io/privacy#data-residency
- type: IncidentNotification
  url: https://gatiflow.io/privacy#incident-notification
- type: GlobalPrivacyControl
  url: https://gatiflow.io/privacy#global-privacy-control
- type: TrainingDataSummary
  url: https://gatiflow.io/compliance#training-data
- type: ExitAssistance
  url: https://gatiflow.io/terms#effect-of-termination
apis:
- aid: gatiflow:gatiflow-intelligence-api
  name: GatiFlow Intelligence API
  description: The intelligence operations of the GatiFlow Intelligence API — the current intelligence report (content scales
    with plan), snapshot history, one archived report by snapshot id, and a CSV/PDF export of the signals. Authenticated with
    a gf_-prefixed key in X-API-Key; rate limited per plan with X-RateLimit-* and X-DailyQuota-* headers.
  humanURL: https://gatiflow.io/api-docs
  baseURL: https://api.gatiflow.io
  tags:
  - Intelligence
  tags_raw:
  - intelligence
  properties:
  - type: OpenAPI
    url: openapi/gatiflow-intelligence-api-openapi.yml
  - type: OpenAPI
    name: OpenAPI (provider-hosted)
    url: https://gatiflow.io/openapi.json
  - type: Documentation
    url: https://gatiflow.io/api-docs
  - type: APIReference
    url: https://api.gatiflow.io/docs
  - type: SignUp
    url: https://gatiflow.io/register
  - type: PostmanCollection
    url: postman/gatiflow-postman-collection.json
  - type: JSONSchema
    url: json-schema/gatiflow-intelligence-report-schema.json
  - type: JSONSchema
    url: json-schema/gatiflow-report-history-schema.json
- aid: gatiflow:gatiflow-public-api
  name: GatiFlow Public API
  description: The public operations of the GatiFlow Intelligence API — the Daily Insights payload (web-app session auth,
    not an API key; an API key receives 401 there) and the latest Saturday Deep Dive preview (title, excerpt and word count,
    no credential required).
  humanURL: https://gatiflow.io/api-docs
  baseURL: https://api.gatiflow.io
  tags:
  - Public
  tags_raw:
  - public
  properties:
  - type: OpenAPI
    url: openapi/gatiflow-public-api-openapi.yml
  - type: OpenAPI
    name: OpenAPI (provider-hosted)
    url: https://gatiflow.io/openapi.json
  - type: Documentation
    url: https://gatiflow.io/api-docs
  - type: APIReference
    url: https://api.gatiflow.io/docs
  - type: SignUp
    url: https://gatiflow.io/register
  - type: PostmanCollection
    url: postman/gatiflow-postman-collection.json
  - type: JSONSchema
    url: json-schema/gatiflow-daily-insights-schema.json
  - type: JSONSchema
    url: json-schema/gatiflow-deep-dive-preview-schema.json
- aid: gatiflow:gatiflow-usage-api
  name: GatiFlow Usage API
  description: The usage operation of the GatiFlow Intelligence API — recent calls made with the API key used on the request
    (limit up to 500), so a scheduled job can audit its own traffic without a second log.
  humanURL: https://gatiflow.io/api-docs
  baseURL: https://api.gatiflow.io
  tags:
  - Usage
  tags_raw:
  - usage
  properties:
  - type: OpenAPI
    url: openapi/gatiflow-usage-api-openapi.yml
  - type: OpenAPI
    name: OpenAPI (provider-hosted)
    url: https://gatiflow.io/openapi.json
  - type: Documentation
    url: https://gatiflow.io/api-docs
  - type: APIReference
    url: https://api.gatiflow.io/docs
  - type: SignUp
    url: https://gatiflow.io/register
  - type: PostmanCollection
    url: postman/gatiflow-postman-collection.json
  - type: JSONSchema
    url: json-schema/gatiflow-usage-log-schema.json
- aid: gatiflow:gatiflow-webhooks-api
  name: GatiFlow Webhooks API
  description: The intelligence:alert webhook GatiFlow pushes to HTTPS endpoints registered by Pro and Business organizations
    — spike, emerging and new_hirer alerts matching the watchlist, signed with HMAC-SHA256 (X-GatiFlow-Signature) and retried
    each six-hour cycle up to 5 attempts. Also published as AsyncAPI 3.0 at gatiflow.io/asyncapi.json.
  humanURL: https://gatiflow.io/api-docs/webhooks
  baseURL: https://api.gatiflow.io
  tags:
  - Webhook
  tags_raw:
  - webhooks
  properties:
  - type: OpenAPI
    url: openapi/gatiflow-webhooks-api-openapi.yml
  - type: Documentation
    url: https://gatiflow.io/api-docs/webhooks
  - type: AsyncAPI
    url: asyncapi/gatiflow-webhooks-asyncapi.json
  - type: AsyncAPI
    name: AsyncAPI (provider-hosted)
    url: https://gatiflow.io/asyncapi.json
x-enrichment:
  date: '2026-09-27'
  status: enriched
  artifacts_added: 6
  pass: local-v5

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