Insights

AI Insights: Theme Breakdown Structure

Returns AI-generated insights about the hierarchical structure of attributes within clusters, explaining theme composition.

This endpoint analyzes how attributes nest within clusters (e.g., “Comfort” cluster contains “cushioning”, “fit”, “breathability”) and generates insights about theme composition and relationships. Helps understand the detailed structure of perception themes and how sub-attributes contribute to main themes.

When to use: User wants to understand theme composition, needs breakdown of cluster attributes, explores hierarchical relationships, or requires detailed theme structure insights.

Common user queries:

“What makes up the comfort theme?”
“Explain cluster attribute breakdown”
“Show me theme structure insights”
“How are attributes organized?”
“Generate insights on theme composition”
“What sub-themes exist?”

Returns: Array of insight objects explaining attribute hierarchy and theme structure. Current model in use: gpt-5.4-mini.

Required permission: read:analysis

GET

organizations

{organization_id}

workspaces

{workspace_id}

analyses

{analysis_id}

insights

brand_perception

attributes_hierarchy_tree

AI Insights: Theme Breakdown Structure

curl --request GET \
  --url https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree \
  --header 'Authorization: <api-key>'

import requests

url = "https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree"

headers = {"Authorization": "<api-key>"}

response = requests.get(url, headers=headers)

print(response.text)

const options = {method: 'GET', headers: {Authorization: '<api-key>'}};

fetch('https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "GET",
  CURLOPT_HTTPHEADER => [
    "Authorization: <api-key>"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"net/http"
	"io"
)

func main() {

	url := "https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree"

	req, _ := http.NewRequest("GET", url, nil)

	req.Header.Add("Authorization", "<api-key>")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.get("https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree")
  .header("Authorization", "<api-key>")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Get.new(url)
request["Authorization"] = '<api-key>'

response = http.request(request)
puts response.read_body

[
  {
    "insight_title": "<string>",
    "insight_description": "<string>"
  }
]

Authorizations

Authorization

string

header

required

Path Parameters

analysis_id

string<uuid>

required

A UUID string identifying the analysis.

organization_id

string<uuid>

required

A UUID string identifying the organization.

workspace_id

string<uuid>

required

A UUID string identifying the workspace.

Query Parameters

attribute

string

Filter by one specific attribute.

attribute__in

string

Filter by a list of attributes. Values should be comma separated, without brackets or spaces

brand

string

Filter by one specific brand. Matching ignores case.

brand__in

string

Filter by a list of brands, comma separated without brackets and without spaces around the commas (Ford,Tesla Model Y). Matching ignores case.

cluster__in

string

Filter by a list of clusters. Values should be comma separated, without brackets or spaces

cluster_group

enum<string>

required

The cluster group to retrieve insights for.

Available options:

all_cons,

all_pros

collection_date

string<date>

Filter by a collection date being equal to the specified date. YYYY-MM-DD format

collection_date__gt

string<date>

Filter by a collection date being greater than the specified date. YYYY-MM-DD format

collection_date__gte

string<date>

Filter by a collection date being greater than or equal the specified date. YYYY-MM-DD format

collection_date__lt

string<date>

Filter by a collection date being less than the specified date. YYYY-MM-DD format

collection_date__lte

string<date>

Filter by a collection date being less than or equal the specified date. YYYY-MM-DD format

country

string

Filter by one specific country.

country__in

string

Filter by a list of countries. Values should be comma separated, without brackets or spaces

persona

string

Filter by one specific persona.

persona__in

string

Filter by a list of personas. Values should be comma separated, without brackets or spaces

persona_ids

string

Filter by a list of persona IDs. Values should be comma separated, without brackets or spaces. The IDs are resolved to the persona labels recorded on the analysis, so this returns the same rows as the equivalent persona__in call. Use it for analyses that carry persona_ids; analyses predating persona records have none, and must be filtered with persona or persona__in. An ID that is not one of the analysis's personas matches no rows.

source

enum<string>

Filter by one specific source.

Available options:

claude-3-5-sonnet,

claude-4-5-sonnet,

claude-4-6-sonnet,

claude-4-sonnet,

deepseek-chat,

deepseek-reasoner,

deepseek-v3.2-maas,

gemini-1.5-pro,

gemini-2.0-flash,

gemini-2.5-flash,

gemini-2.5-flash-grounded,

gemini-2.5-flash-lite,

gemini-3-flash-preview,

gemini-3.5-flash-lite,

google-ai-mode,

gpt-3.5-turbo,

gpt-4-turbo,

gpt-4o,

gpt-4o-mini-search,

gpt-5,

gpt-5.2,

gpt-5.4-mini,

meta-llama-3.1-70B-instruct-turbo,

meta-llama-3.2-70B-instruct-turbo,

meta-llama-3.3-70B-instruct-turbo,

meta-llama-4-maverick,

mistral-7B-instruct,

muse-spark-1.2,

muse-spark-1.3,

perplexity-sonar,

rufus

source__in

enum<string>

Filter by a list of sources. Values should be comma separated, without brackets or spaces

Available options:

claude-3-5-sonnet,

claude-4-5-sonnet,

claude-4-6-sonnet,

claude-4-sonnet,

deepseek-chat,

deepseek-reasoner,

deepseek-v3.2-maas,

gemini-1.5-pro,

gemini-2.0-flash,

gemini-2.5-flash,

gemini-2.5-flash-grounded,

gemini-2.5-flash-lite,

gemini-3-flash-preview,

gemini-3.5-flash-lite,

google-ai-mode,

gpt-3.5-turbo,

gpt-4-turbo,

gpt-4o,

gpt-4o-mini-search,

gpt-5,

gpt-5.2,

gpt-5.4-mini,

meta-llama-3.1-70B-instruct-turbo,

meta-llama-3.2-70B-instruct-turbo,

meta-llama-3.3-70B-instruct-turbo,

meta-llama-4-maverick,

mistral-7B-instruct,

muse-spark-1.2,

muse-spark-1.3,

perplexity-sonar,

rufus

Response

200 - application/json

insight_title

string

required

insight_description

string

required

AI Insights: Theme Breakdown Structure

curl --request GET \
  --url https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree \
  --header 'Authorization: <api-key>'

import requests

url = "https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree"

headers = {"Authorization": "<api-key>"}

response = requests.get(url, headers=headers)

print(response.text)

const options = {method: 'GET', headers: {Authorization: '<api-key>'}};

fetch('https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "GET",
  CURLOPT_HTTPHEADER => [
    "Authorization: <api-key>"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"net/http"
	"io"
)

func main() {

	url := "https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree"

	req, _ := http.NewRequest("GET", url, nil)

	req.Header.Add("Authorization", "<api-key>")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.get("https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree")
  .header("Authorization", "<api-key>")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.shareofmodel.ai/v1/organizations/{organization_id}/workspaces/{workspace_id}/analyses/{analysis_id}/insights/brand_perception/attributes_hierarchy_tree")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Get.new(url)
request["Authorization"] = '<api-key>'

response = http.request(request)
puts response.read_body

[
  {
    "insight_title": "<string>",
    "insight_description": "<string>"
  }
]

Overview

Core API

Search API

AI Insights: Theme Breakdown Structure

Authorizations

Path Parameters

Query Parameters

Response