Generate Intelligence Report

curl --request POST \
  --url https://api.trynawa.com/v1/report

import requests

url = "https://api.trynawa.com/v1/report"

response = requests.post(url)

print(response.text)

const options = {method: 'POST'};

fetch('https://api.trynawa.com/v1/report', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

POST

report

Generate Intelligence Report

curl --request POST \
  --url https://api.trynawa.com/v1/report

import requests

url = "https://api.trynawa.com/v1/report"

response = requests.post(url)

print(response.text)

const options = {method: 'POST'};

fetch('https://api.trynawa.com/v1/report', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

Generate a structured audience intelligence report from comment data. The report analyzes audience clusters, dominant narratives, sentiment patterns, spam/bot detection, and produces data-backed strategic recommendations.

Cost: $0.50** per Basic report (500 credits). **$ 1.50 per Pro report (1500 credits). Pro includes content brief, repeat commenter analysis, and engagement playbook.

Request

Headers

Header	Required	Description
`Authorization`	Yes	`Bearer nawa_live_sk_xxx` or `Bearer nawa_test_sk_xxx`
`Content-Type`	Yes	`application/json`

Body parameters

Parameter	Type	Required	Description
`comments`	array	Yes	Array of comment objects. Min 10, max 500. Each must have a `text` field.
`comments[].text`	string	Yes	The comment text.
`comments[].author`	string	No	Commenter handle or name.
`comments[].likes`	integer	No	Number of likes on the comment.
`comments[].created_at`	string	No	ISO 8601 timestamp.
`tier`	string	No	`basic` or `pro`. Default: `basic`. Pro adds repeat commenter analysis and a content brief.
`title`	string	No	Video or content title for context.
`channel_context`	string	No	Brief channel description to improve recommendation quality.

Example request

curl -X POST https://api.trynawa.com/v1/report \
  -H "Authorization: Bearer nawa_test_sk_xxx" \
  -H "Content-Type: application/json" \
  -d '{
    "comments": [
      {"text": "This is the best explanation of AI I have seen", "author": "TechFan42", "likes": 156},
      {"text": "You are just fear mongering for views", "author": "SkepticalSteve", "likes": 89},
      {"text": "Can you do a follow up on the regulation angle?", "author": "PolicyNerd", "likes": 45},
      {"text": "My company just laid off 200 people because of AI", "author": "AnxiousWorker", "likes": 234},
      {"text": "Subscribed! More content like this please", "author": "NewFan01", "likes": 12},
      {"text": "The statistics at 3:42 are wrong, check the OECD data", "author": "DataChecker", "likes": 67},
      {"text": "This confirms everything I have been saying", "author": "AIBull", "likes": 31},
      {"text": "What about the creative industries? You skipped that entirely", "author": "ArtistMike", "likes": 78},
      {"text": "Finally someone telling the truth", "author": "WokeUp2024", "likes": 102},
      {"text": "Great production quality as always", "author": "LoyalViewer", "likes": 8},
      {"text": "How do I protect my job from automation?", "author": "ConcernedDev", "likes": 55},
      {"text": "The guest was brilliant, get her back", "author": "FanOfGuest", "likes": 41}
    ],
    "tier": "pro",
    "title": "AI Is Coming For Your Job - Here Is What To Do",
    "channel_context": "Tech commentary channel, 500K subscribers, weekly uploads"
  }'

import { Nawa } from '@nawalabs/sdk'

const nawa = new Nawa({ apiKey: process.env.NAWA_API_KEY })

const { data, error } = await nawa.report({
  comments: [
    { text: "This is the best explanation of AI I have seen", author: "TechFan42", likes: 156 },
    { text: "You are just fear mongering for views", author: "SkepticalSteve", likes: 89 },
    // ... more comments (min 10)
  ],
  tier: 'pro',
  title: 'AI Is Coming For Your Job - Here Is What To Do',
  channelContext: 'Tech commentary channel, 500K subscribers'
})

console.log(data.report_markdown) // Full report in markdown
console.log(data.sections.clusters) // Parsed cluster data

from nawa import Nawa

nawa = Nawa(api_key="your_api_key")

result = nawa.report(
    comments=[
        {"text": "This is the best explanation of AI I have seen", "author": "TechFan42", "likes": 156},
        {"text": "You are just fear mongering for views", "author": "SkepticalSteve", "likes": 89},
        # ... more comments (min 10)
    ],
    tier="pro",
    title="AI Is Coming For Your Job - Here Is What To Do",
    channel_context="Tech commentary channel, 500K subscribers"
)

print(result.data.report_markdown)
print(result.data.sections["recommendations"])

Response

Success response (200)

{
  "success": true,
  "result": {
    "id": "rpt_abc123def456",
    "object": "intelligence_report",
    "tier": "pro",
    "report_markdown": "## TL;DR\n\n**Your audience is growing but fragile...**\n\n## Executive Summary\n\n| Metric | Value |\n...\n\n## The One Finding That Matters\n\n**Your loudest critics are also your most-liked commenters...**\n...",
    "sections": {
      "tldr": "**Your audience is growing but fragile...**",
      "executive_summary": "| Metric | Value | ...",
      "headline_finding": "**Your loudest critics are also your most-liked commenters...**",
      "sentiment": "| Sentiment | Count | % | ...",
      "clusters": "### Fear-Driven Workers ESCALATING ...",
      "narratives": "| Narrative | Strength (%) | ...",
      "comment_types": "| Type | Count | ...",
      "top_commenters": "| Rank | Handle | Likes | ...",
      "spam_detected": "No coordinated spam detected.",
      "recommendations": "1. **Pin the DataChecker comment** ...",
      "channel_health": "| Signal | Status | Note | ...",
      "repeat_commenters": "| Handle | Comment Count | ...",
      "content_brief": "### Episode Concepts ..."
    },
    "comments_analyzed": 12,
    "cost_usd": 1.50,
    "credits_used": 1500
  },
  "errors": [],
  "request_id": "req_rpt_abc123"
}

Response headers

Header	Description
`X-Request-Id`	Unique request identifier
`X-NAWA-Provider`	Model provider used (always `claude`)
`X-NAWA-Latency`	Processing time in ms
`X-NAWA-Tier`	Report tier (`basic` or `pro`)

Result fields

Field	Type	Description
`id`	string	Unique report identifier
`object`	string	Always `intelligence_report`
`tier`	string	`basic` or `pro`
`report_markdown`	string	Full report in markdown format
`sections`	object	Parsed report sections (see below)
`comments_analyzed`	integer	Number of comments analyzed
`cost_usd`	number	Cost of this report
`credits_used`	integer	Credits deducted

Sections object

Field	Tier	Description
`tldr`	Both	Opening verdict. What the reader needs to know in 20 seconds.
`executive_summary`	Both	Key metrics table and strategic finding.
`headline_finding`	Both	The one finding that matters. The single most important takeaway.
`sentiment`	Both	Sentiment breakdown with pattern notes.
`clusters`	Both	Audience clusters with trajectory and sentiment.
`narratives`	Both	Narrative strength map with trajectory.
`comment_types`	Both	Breakdown of what fans are saying by comment type.
`top_commenters`	Both	Top 10 influence leaders by likes.
`spam_detected`	Both	Spam and bot detection results.
`recommendations`	Both	Data-backed strategic recommendations.
`channel_health`	Both	Channel health scorecard.
`repeat_commenters`	Pro	Repeat commenter analysis with superfan detection.
`content_brief`	Pro	Episode concepts and engagement playbook.

Percentage tags

Every percentage in report tables carries one of three tags:

COUNT: verified from the source data. The model computed this number directly from the comments you provided.
ESTIMATE: analyst judgement. The model inferred this from patterns rather than counting exactly.
UNVERIFIED: the model omitted a tag. Post-processing stamps UNVERIFIED on any bare percentage in a table cell so downstream consumers know the tag is missing.

Error responses

Status	Type	When
400	`invalid_request_error`	Missing/invalid `comments`, wrong `tier`, fewer than 10 comments
401	`authentication_error`	Invalid or missing API key
402	`insufficient_credits`	Not enough credits (need 500 for Basic, 1500 for Pro)
429	`rate_limit_error`	Rate limit exceeded (5 reports/minute)
500	`api_error`	Internal or provider error

Report tier comparison

Basic tier ($0.50)

Core sections: TL;DR, Executive Summary, The One Finding That Matters, Sentiment Breakdown, Audience Clusters, Narrative Map, Comment Types, Top 10 Influence Leaders, Spam Detection, Recommendations, Channel Health scorecard.Best for: Quick channel health check, weekly monitoring, automated pipelines.

Pro tier ($1.50)

Everything in Basic, plus:

Repeat Commenter Analysis with superfan detection
Content Brief with 3 episode concepts, engagement playbook, pin recommendations

Best for: Agency client reports, content strategy planning, deep audience analysis.

POST /v1/comments/:id/reply POST /v1/feedback

​Request

​Headers

​Body parameters

​Example request

​Response

​Success response (200)

​Response headers

​Result fields

​Sections object

​Percentage tags

​Error responses

​Report tier comparison

Request

Headers

Body parameters

Example request

Response

Success response (200)

Response headers

Result fields

Sections object

Percentage tags

Error responses

Report tier comparison