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components:
schemas:
HTTPValidationError:
properties:
detail:
items:
$ref: '#/components/schemas/ValidationError'
title: Detail
type: array
title: HTTPValidationError
type: object
ValidationError:
properties:
ctx:
title: Context
type: object
input:
title: Input
loc:
items:
anyOf:
- type: string
- type: integer
title: Location
type: array
msg:
title: Message
type: string
type:
title: Error Type
type: string
required:
- loc
- msg
- type
title: ValidationError
type: object
securitySchemes:
ApiKeyAuth:
description: API key (prefix gf_) created in Dashboard → API Keys.
in: header
name: X-API-Key
type: apiKey
SessionBearer:
bearerFormat: JWT
description: Web session token issued to the browser at sign-in. It is not part
of the public API and cannot be created from an API key; an API key sent to
an operation that requires it receives 401.
scheme: bearer
type: http
externalDocs:
description: API documentation
url: https://gatiflow.io/api-docs
info:
contact:
email: support@gatiflow.io
name: GatiFlow Support
url: https://gatiflow.io/api-docs
description: 'Customer-facing GatiFlow Intelligence API. Authenticate with an API
key in the `X-API-Key` header.
Rate limits and daily quotas are per plan. `GET /api/v1/intelligence/report`,
`GET /api/v1/intelligence/report/export` return both `X-RateLimit-*` and `X-DailyQuota-*`
response headers. `GET /api/v1/intelligence/report-history`, `GET /api/v1/intelligence/report/at/{snapshot_id}`
return `X-RateLimit-*` alone: they are rate limited and consume no quota. The
remaining operations are metered without reporting a header, so read the figures
from `GET /api/v1/usage` or from the plan. The operation that takes no credential
is capped per caller address instead, and states its own ceiling.
## What people use it for
**You own an API and want to know what your sector is doing** -- `GET /api/v1/intelligence/report`
returns the week filtered to the topics on your organization profile, and its
`trend_analysis` block carries the movement (`velocity`, `spikes`, `emerging`,
`declining`) instead of a feed you have to read. A daily call is enough: rather
than serve intelligence older than 24 hours the endpoint returns 503 with `Retry-After`.
**You built the product and marketing is the part you are worst at** -- `sections.market_trends`
and the `emerging` list in `GET /api/v1/intelligence/report` name the topics your
buyers are already reading about, so a post has a subject before it has a deadline.
`GET /api/v1/public/deep-dive` returns the preview of the current long-form article
with no API key, so you can see the treatment before you pay for it.
**You want the signals inside the tools your team already uses** -- `GET /api/v1/intelligence/report/export`
returns the same report as a file for a warehouse load or a weekly deck: CSV on
Pro, CSV or PDF on Business. `GET /api/v1/intelligence/report-history` and `GET
/api/v1/intelligence/report/at/{snapshot_id}` walk the snapshots your plan retains,
so a dashboard starts with history instead of one row, and `GET /api/v1/usage`
shows every call a scheduled job made without a second log.'
license:
name: Proprietary
url: https://gatiflow.io/terms
termsOfService: https://gatiflow.io/terms
title: GatiFlow SaaS API — Public API
version: 2.2.0
openapi: 3.1.0
paths:
/api/v1/intelligence/report:
get:
description: 'Runs a report for the calling organization over the most recent
collection cycle and returns it as JSON. Every signal carries its sources,
a mention count and a confidence score, and on plans that include evidence,
the raw evidence behind that count.
Signal caps per plan: Starter 15, Pro 40, Business 100. An expired trial falls
back to a watermarked 3-signal preview with confidence and evidence removed.
Results are filtered to the topics configured on the organization profile.
A successful call consumes one unit of the daily quota; a failed generation
refunds it. If the underlying data is older than 24 hours the endpoint returns
503 with a Retry-After header rather than serving stale intelligence.
The schema_version query parameter selects the shape of the contract block,
not the version of the payload: 1.1 and 1.2 both return the full contract
with capabilities and limits, while the default 1.0 returns the compact one.
The response reports the schema it actually is, at the top level and inside
the contract, and the two always agree.'
operationId: report_api_v1_intelligence_report_get
parameters:
- in: query
name: schema_version
required: false
schema:
default: '1.0'
pattern: ^(1\.0|1\.1|1\.2)$
title: Schema Version
type: string
- in: header
name: X-API-Key
required: false
schema:
anyOf:
- type: string
- type: 'null'
title: X-Api-Key
responses:
'200':
content:
application/json:
examples:
pro:
description: 'Same shape as Starter with the Pro caps: up to 40
signals and CSV export.'
summary: Pro plan, full contract (schema 1.2)
value:
analytics:
market_overview:
average_score: 0.82
top_score: 0.82
total_profiles_analyzed: 1
role_distribution:
Senior Backend: 1
seniority_distribution:
senior: 1
seniority_levels:
- senior
stack_distribution:
rust: 1
strategic_insights: []
client_info:
client_name: Acme Capital
daily_limit: 100
org_name: Acme Capital
plan: Pro
subscription_status: active
used_today: 3
contract:
capabilities:
exports:
- csv
org_briefing: false
show_confidence: true
show_evidence: true
limits:
max_signals: 40
max_talents: 30
max_trends: 40
plan_level: Pro
report_type: Market & Talent Intelligence
schema_version: '1.2'
generated_at: '2026-09-03T06:00:11.482913+00:00'
metadata:
ai_generated:
applies_to:
- executive_summary.narrative
model: Anthropic Claude (Sonnet)
purpose: Convert structured signals into human-readable narrative;
numeric claims fact-checked.
confidentiality: B2B Internal / Client Use
generated_at: '2026-09-03T06:00:11.482913+00:00'
product: GatiFlow Intelligence
report_version: '1.2'
org_id: 3f2a9c14-0b7e-4d21-9a56-8c1d4e7b0f33
plan: pro
schema_version: '1.2'
score:
overall_confidence: 0.86
signal_count: 38
sections:
executive_summary:
narrative: ''
overall_confidence: 0.86
summary: 'Full analysis of 38 signals from 9 of 11 sources.
Top topics: rust, inference, postgres.'
title: Market & Talent Intelligence Overview
hiring_signals:
count: 1
data:
- category: hiring_signal
confidence: 0.77
detail: Backend openings up week over week
evidence:
company_size: 50-200
trend: expanding
source: hiring
timestamp: '2026-09-03T06:00:11.482913+00:00'
title: Series B infrastructure hiring
title: Hiring & Opportunity Signals
market_trends:
count: 1
data:
- category: market_trend
confidence: 0.91
detail: 'Strength: high | Mentions: 16'
evidence:
mentions: 16
metric: mentions
sources:
- hackernews
- arxiv
title: rust
source: hackernews,arxiv
timestamp: '2026-09-03T06:00:11.482913+00:00'
title: rust
url: https://news.ycombinator.com/item?id=41234567
title: Market Intelligence Signals
talent_signals:
count: 1
data:
- category: talent
confidence: 0.82
detail: Senior Rust engineer, 8 public repositories this
quarter
evidence:
role: Senior Backend
seniority: senior
stack:
- rust
source: github
timestamp: '2026-09-03T06:00:11.482913+00:00'
title: '@octodev'
url: https://github.com/octodev
title: Talent Intelligence Signals
trend_analysis:
analysis_timestamp: '2026-09-03T06:00:11.482913+00:00'
declining: []
emerging: []
engine: v3
hot_memory: {}
silent_but_rising: []
snapshot_count: 27
spikes: []
status: ok
summary: 'Fastest growing: rust (+42.9% vs previous period)'
tracking_stats:
longest_tracked_days: 14
signals_current: 38
signals_tracked_7d: 12
velocity:
- baseline_metric: 11.2
category: market_trend
change_pct: 42.9
current_confidence: 0.91
current_mentions: 16
current_metric: 16.0
current_sources: 2
metric_kind: mentions
metric_trend: rising
presence: active
sources_list:
- arxiv
- hackernews
status: tracked
topic: rust
tracked_days: 9
weeks_of_data: 2
starter:
description: Evidence and confidence are present. Signals are capped
at 15 and exports are not available.
summary: Starter plan, full contract (schema 1.2)
value:
analytics:
market_overview:
average_score: 0.82
top_score: 0.82
total_profiles_analyzed: 1
role_distribution:
Senior Backend: 1
seniority_distribution:
senior: 1
seniority_levels:
- senior
stack_distribution:
rust: 1
strategic_insights: []
client_info:
client_name: Acme Capital
daily_limit: 100
org_name: Acme Capital
plan: Starter
subscription_status: active
used_today: 3
contract:
capabilities:
exports: []
org_briefing: false
show_confidence: true
show_evidence: true
limits:
max_signals: 15
max_talents: 8
max_trends: 15
plan_level: Starter
report_type: Market & Talent Intelligence
schema_version: '1.2'
generated_at: '2026-09-03T06:00:11.482913+00:00'
metadata:
ai_generated:
applies_to:
- executive_summary.narrative
model: Anthropic Claude (Sonnet)
purpose: Convert structured signals into human-readable narrative;
numeric claims fact-checked.
confidentiality: B2B Internal / Client Use
generated_at: '2026-09-03T06:00:11.482913+00:00'
product: GatiFlow Intelligence
report_version: '1.2'
org_id: 3f2a9c14-0b7e-4d21-9a56-8c1d4e7b0f33
plan: starter
schema_version: '1.2'
score:
overall_confidence: 0.86
signal_count: 38
sections:
executive_summary:
narrative: ''
overall_confidence: 0.86
summary: 'Full analysis of 38 signals from 9 of 11 sources.
Top topics: rust, inference, postgres.'
title: Market & Talent Intelligence Overview
hiring_signals:
count: 1
data:
- category: hiring_signal
confidence: 0.77
detail: Backend openings up week over week
evidence:
company_size: 50-200
trend: expanding
source: hiring
timestamp: '2026-09-03T06:00:11.482913+00:00'
title: Series B infrastructure hiring
title: Hiring & Opportunity Signals
market_trends:
count: 1
data:
- category: market_trend
confidence: 0.91
detail: 'Strength: high | Mentions: 16'
evidence:
mentions: 16
metric: mentions
sources:
- hackernews
- arxiv
title: rust
source: hackernews,arxiv
timestamp: '2026-09-03T06:00:11.482913+00:00'
title: rust
url: https://news.ycombinator.com/item?id=41234567
title: Market Intelligence Signals
talent_signals:
count: 1
data:
- category: talent
confidence: 0.82
detail: Senior Rust engineer, 8 public repositories this
quarter
evidence:
role: Senior Backend
seniority: senior
stack:
- rust
source: github
timestamp: '2026-09-03T06:00:11.482913+00:00'
title: '@octodev'
url: https://github.com/octodev
title: Talent Intelligence Signals
trend_analysis:
analysis_timestamp: '2026-09-03T06:00:11.482913+00:00'
declining: []
emerging: []
engine: v3
hot_memory: {}
silent_but_rising: []
snapshot_count: 27
spikes: []
status: ok
summary: 'Fastest growing: rust (+42.9% vs previous period)'
tracking_stats:
longest_tracked_days: 14
signals_current: 38
signals_tracked_7d: 12
velocity:
- baseline_metric: 11.2
category: market_trend
change_pct: 42.9
current_confidence: 0.91
current_mentions: 16
current_metric: 16.0
current_sources: 2
metric_kind: mentions
metric_trend: rising
presence: active
sources_list:
- arxiv
- hackernews
status: tracked
topic: rust
tracked_days: 9
weeks_of_data: 2
schema: {}
description: Intelligence report for the calling organization.
'422':
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
description: Validation Error
security:
- ApiKeyAuth: []
summary: Generate an intelligence report
tags:
- intelligence
/api/v1/intelligence/report-history:
get:
description: 'Lists the report snapshots retained for this organization, newest
first. Snapshots are written by the collection cycle, not by report calls,
so this list reflects what was actually collected. Each entry carries a snapshot_id
in the YYYYMMDDTHHmm format, which is what GET /intelligence/report/at/{snapshot_id}
expects.
Retention follows the plan: Starter keeps 7 days, Pro keeps 90 days, Business
keeps 365 days. An expired trial retains nothing and receives an empty list.
This endpoint returns metadata only and does not consume daily quota, but
it does count against the plan per-minute rate limit.'
operationId: report_history_list_api_v1_intelligence_report_history_get
parameters:
- in: query
name: limit
required: false
schema:
default: 20
maximum: 50
minimum: 1
title: Limit
type: integer
- in: header
name: X-API-Key
required: false
schema:
anyOf:
- type: string
- type: 'null'
title: X-Api-Key
responses:
'200':
content:
application/json:
examples:
empty:
description: Returned for an expired trial, which retains nothing.
summary: No retained snapshots
value:
count: 0
plan: free
retention_days: 0
snapshots: []
pro:
summary: Two snapshots on a Pro key
value:
count: 2
plan: pro
retention_days: 90
snapshots:
- generated_at: '2026-09-03T06:00:11.482913+00:00'
signal_count: 38
snapshot_id: 20260903T0600
- generated_at: '2026-09-02T06:00:09.117204+00:00'
signal_count: 35
snapshot_id: 20260902T0600
schema: {}
description: Snapshot metadata for this organization, newest first.
'422':
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
description: Validation Error
security:
- ApiKeyAuth: []
summary: List retained report snapshots
tags:
- intelligence
/api/v1/intelligence/report/at/{snapshot_id}:
get:
description: 'Returns a report that was archived by an earlier collection cycle,
in the same shape as GET /intelligence/report. Use GET /intelligence/report-history
to discover the ids that exist.
snapshot_id uses the YYYYMMDDTHHmm format, for example 20260509T1225. An id
in any other shape returns 400 without a lookup.
Availability follows the plan retention window: Starter keeps 7 days, Pro
keeps 90 days, Business keeps 365 days. A plan with no history receives 403,
and an id outside the window returns 404.
Reading an archived snapshot does not consume daily quota, but it does count
against the plan per-minute rate limit, including requests with an invalid
id.'
operationId: report_at_snapshot_api_v1_intelligence_report_at__snapshot_id__get
parameters:
- in: path
name: snapshot_id
required: true
schema:
title: Snapshot Id
type: string
- in: header
name: X-API-Key
required: false
schema:
anyOf:
- type: string
- type: 'null'
title: X-Api-Key
responses:
'200':
content:
application/json:
examples:
pro:
description: The stored report, in the same shape GET /intelligence/report
returns.
summary: One archived snapshot
value:
analytics:
market_overview:
average_score: 0.82
top_score: 0.82
total_profiles_analyzed: 1
role_distribution:
Senior Backend: 1
seniority_distribution:
senior: 1
seniority_levels:
- senior
stack_distribution:
rust: 1
strategic_insights: []
client_info:
client_name: Acme Capital
daily_limit: 100
org_name: Acme Capital
plan: Pro
subscription_status: active
used_today: 3
contract:
capabilities:
exports:
- csv
org_briefing: false
show_confidence: true
show_evidence: true
limits:
max_signals: 40
max_talents: 30
max_trends: 40
plan_level: Pro
report_type: Market & Talent Intelligence
schema_version: '1.2'
generated_at: '2026-09-03T06:00:11.482913+00:00'
metadata:
ai_generated:
applies_to:
- executive_summary.narrative
model: Anthropic Claude (Sonnet)
purpose: Convert structured signals into human-readable narrative;
numeric claims fact-checked.
confidentiality: B2B Internal / Client Use
generated_at: '2026-09-03T06:00:11.482913+00:00'
product: GatiFlow Intelligence
report_version: '1.2'
org_id: 3f2a9c14-0b7e-4d21-9a56-8c1d4e7b0f33
plan: pro
schema_version: '1.2'
score:
overall_confidence: 0.86
signal_count: 38
sections:
executive_summary:
narrative: ''
overall_confidence: 0.86
summary: 'Full analysis of 38 signals from 9 of 11 sources.
Top topics: rust, inference, postgres.'
title: Market & Talent Intelligence Overview
hiring_signals:
count: 1
data:
- category: hiring_signal
confidence: 0.77
detail: Backend openings up week over week
evidence:
company_size: 50-200
trend: expanding
source: hiring
timestamp: '2026-09-03T06:00:11.482913+00:00'
title: Series B infrastructure hiring
title: Hiring & Opportunity Signals
market_trends:
count: 1
data:
- category: market_trend
confidence: 0.91
detail: 'Strength: high | Mentions: 16'
evidence:
mentions: 16
metric: mentions
sources:
- hackernews
- arxiv
title: rust
source: hackernews,arxiv
timestamp: '2026-09-03T06:00:11.482913+00:00'
title: rust
url: https://news.ycombinator.com/item?id=41234567
title: Market Intelligence Signals
talent_signals:
count: 1
data:
- category: talent
confidence: 0.82
detail: Senior Rust engineer, 8 public repositories this
quarter
evidence:
role: Senior Backend
seniority: senior
stack:
- rust
source: github
timestamp: '2026-09-03T06:00:11.482913+00:00'
title: '@octodev'
url: https://github.com/octodev
title: Talent Intelligence Signals
trend_analysis:
analysis_timestamp: '2026-09-03T06:00:11.482913+00:00'
declining: []
emerging: []
engine: v3
hot_memory: {}
silent_but_rising: []
snapshot_count: 27
spikes: []
status: ok
summary: 'Fastest growing: rust (+42.9% vs previous period)'
tracking_stats:
longest_tracked_days: 14
signals_current: 38
signals_tracked_7d: 12
velocity:
- baseline_metric: 11.2
category: market_trend
change_pct: 42.9
current_confidence: 0.91
current_mentions: 16
current_metric: 16.0
current_sources: 2
metric_kind: mentions
metric_trend: rising
presence: active
sources_list:
- arxiv
- hackernews
status: tracked
topic: rust
tracked_days: 9
weeks_of_data: 2
schema: {}
description: The archived report for the requested snapshot_id.
'400':
description: snapshot_id is not in the YYYYMMDDTHHmm format.
'403':
description: The plan does not retain history.
'404':
description: No snapshot with that id inside the plan retention window.
'422':
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
description: Validation Error
security:
- ApiKeyAuth: []
summary: Retrieve an archived report snapshot
tags:
- intelligence
/api/v1/intelligence/report/export:
get:
description: 'Returns the same report as GET /intelligence/report, serialized
to a downloadable file instead of JSON. The response body is the file itself,
with a Content-Disposition attachment header and a dated filename.
Export formats follow the plan: Starter has none and receives 403, Pro can
export CSV, Business can export CSV and PDF.
A successful export consumes one unit of the daily quota, the same as a report
call. If the underlying data is older than 24 hours the endpoint returns 503
with a Retry-After header.'
operationId: export_report_api_v1_intelligence_report_export_get
parameters:
- in: query
name: format
required: false
schema:
default: csv
pattern: ^(csv|pdf)$
title: Format
type: string
- in: header
name: X-API-Key
required: false
schema:
anyOf:
- type: string
- type: 'null'
title: X-Api-Key
responses:
'200':
content:
application/pdf:
schema:
format: binary
type: string
text/csv:
schema:
format: binary
type: string
description: The report as a file attachment. Content-Type follows the requested
format.
'403':
description: The plan does not include the requested export format.
'422':
content:
application/json:
schema:
$ref: '#/components/schemas/HTTPValidationError'
description: Validation Error
security:
- ApiKeyAuth: []
summary: Export the report as a file
tags:
- intelligence
/api/v1/public/deep-dive:
get:
description: 'Returns the opening preview of the most recent Deep Dive article,
plus its topic, title, word count and publication date. No authentication
is required.
The full text is not served here. It stays behind authentication on the Deep
Dive product page and is included with Starter, Pro and Business.
Deep Dive articles are written by a language model from the collected signals,
which the response declares. When nothing has been published yet the endpoint
returns 200 with status set to no
# --- truncated at 32 KB (42 KB total) ---
# Full source: https://raw.githubusercontent.com/api-evangelist/gatiflow/refs/heads/main/openapi/gatiflow-openapi.yml