cURL
curl --request GET \
--url https://riona.ai/api/1.1/wf/adv-sentiment-analysis \
--header 'Authorization: Bearer <token>'import requests
url = "https://riona.ai/api/1.1/wf/adv-sentiment-analysis"
headers = {"Authorization": "Bearer <token>"}
response = requests.get(url, headers=headers)
print(response.text)const options = {method: 'GET', headers: {Authorization: 'Bearer <token>'}};
fetch('https://riona.ai/api/1.1/wf/adv-sentiment-analysis', 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://riona.ai/api/1.1/wf/adv-sentiment-analysis",
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: Bearer <token>"
],
]);
$response = curl_exec($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://riona.ai/api/1.1/wf/adv-sentiment-analysis"
req, _ := http.NewRequest("GET", url, nil)
req.Header.Add("Authorization", "Bearer <token>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.get("https://riona.ai/api/1.1/wf/adv-sentiment-analysis")
.header("Authorization", "Bearer <token>")
.asString();require 'uri'
require 'net/http'
url = URI("https://riona.ai/api/1.1/wf/adv-sentiment-analysis")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer <token>'
response = http.request(request)
puts response.read_body{
"sentiment_summary_table": [
{
"sentiment_type": "Positive",
"percent_share": 68,
"trend": "Stable to slightly increasing",
"key_drivers": [
"Inspirational guest stories",
"Actionable life advice",
"Jay Shetty's empathetic interviewing style",
"Mental wellness focus",
"Celebrity guest appearances"
]
},
{
"sentiment_type": "Neutral",
"percent_share": 22,
"trend": "Stable",
"key_drivers": [
"General episode announcements",
"Informational comments",
"Viewer questions without sentiment",
"Timeless quotes reposted"
]
},
{
"sentiment_type": "Negative",
"percent_share": 10,
"trend": "Slightly decreasing",
"key_drivers": [
"Critique of repetitive content",
"Perceived commercialism",
"Disagreement with guest opinions",
"Accusations of generic advice"
]
}
],
"sentiment_score": 82,
"sentiment_trend_chart": [
{
"month": "April",
"positive": 66,
"neutral": 23,
"negative": 11
},
{
"month": "May",
"positive": 69,
"neutral": 22,
"negative": 9
},
{
"month": "June",
"positive": 68,
"neutral": 22,
"negative": 10
}
],
"positive_sentiment_insights": {
"key_themes": [
"Authenticity of conversations",
"Diversity of guest backgrounds",
"Mental health awareness",
"Practical, relatable advice",
"Jay's positive energy"
],
"common_phrases": [
"life-changing",
"thank you for this episode",
"so inspiring",
"needed this today",
"amazing guest"
],
"top_5_positive_posts": [
"Interview with Dr. Gabor Maté – praised for depth and vulnerability",
"Episode with Lewis Howes – highlighted for actionable tips",
"Mental Health Awareness Month special – strong community response",
"Clip about overcoming self-doubt – widely shared",
"Celebrity guest interview with Priyanka Chopra – praised for openness"
]
},
"negative_sentiment_insights": {
"key_complaints": [
"Repetitive themes in episodes",
"Perceived over-promotion of Jay's book",
"Surface-level discussion with some guests",
"Too many ads or sponsorships",
"Disagreement with advice given"
],
"common_negative_keywords": [
"repetitive",
"too commercial",
"same advice",
"shallow",
"ads"
],
"top_5_negative_posts": [
"Comment thread on 'too many sponsored segments' in May 2024",
"Community critique on episode with a controversial guest",
"Discussion on lack of diversity in advice",
"Negative responses to book-promotion clips",
"Critique about vague life advice in a June episode"
],
"potential_root_causes": [
"Content formula perceived as predictable",
"Frequent promotional content",
"Mismatch between guest expertise and audience expectations"
]
},
"neutral_sentiment_patterns": {
"informational_mentions": [
"Episode release notifications",
"Questions about guest backgrounds",
"Episode time stamps",
"Viewers tagging friends"
],
"opportunity_topics": [
"Q&A sessions",
"Behind-the-scenes content",
"Audience-driven episode suggestions"
]
},
"recurring_praise_complaints": {
"longstanding_positive_attributes": [
"Jay's compassionate presence",
"High-profile and diverse guests",
"Consistent focus on personal growth",
"Community engagement"
],
"persistent_issues": [
"Episode structure predictability",
"Over-promotion of products",
"Occasional lack of depth"
],
"public_perception_shifts": [
{
"period": "2022-2023",
"shift": "Steady growth in positive sentiment as mental health topics became more prominent"
},
{
"period": "last 90 days",
"shift": "Slight decrease in negative sentiment as promotional content frequency moderated"
}
]
},
"influencer_voice_table": [
{
"name": "Lewis Howes",
"platform": "YouTube",
"influence_score": 88,
"sentiment_impact": "Positive"
},
{
"name": "Dr. Gabor Maté",
"platform": "YouTube",
"influence_score": 82,
"sentiment_impact": "Very Positive"
},
{
"name": "Priyanka Chopra",
"platform": "YouTube",
"influence_score": 77,
"sentiment_impact": "Positive"
},
{
"name": "Critical Social Commentator",
"platform": "Twitter",
"influence_score": 65,
"sentiment_impact": "Negative"
},
{
"name": "Mental Health Blogger",
"platform": "Instagram",
"influence_score": 72,
"sentiment_impact": "Positive"
}
],
"risk_alerts_table": [
{
"trigger": "Spike in negative comments about commercialism",
"risk_level": "Medium",
"potential_reach": 35000,
"mitigation_recommendation": "Reduce frequency of promotional content; increase value-driven segments"
},
{
"trigger": "Criticism of guest's controversial opinions",
"risk_level": "Low",
"potential_reach": 12000,
"mitigation_recommendation": "Issue clarification; provide platform for balanced discussion"
},
{
"trigger": "Viral comment thread on repetitive advice",
"risk_level": "Medium",
"potential_reach": 20000,
"mitigation_recommendation": "Refresh episode format; highlight unique perspectives"
}
],
"audience_behavior_context": {
"engagement_tone_by_platform": {
"YouTube": "Thoughtful, supportive, discussion-heavy",
"Instagram": "Inspirational, bite-sized praise, emoji-rich",
"Twitter": "Critical, concise, trend-driven"
},
"sentiment_by_region": {
"North America": "Mostly positive, high engagement",
"Europe": "Balanced, more critical feedback",
"Asia": "Positive, focused on celebrity guests"
},
"content_format_sentiment": {
"Long-form interviews": "Most positive",
"Short motivational clips": "Neutral to positive",
"Promotional posts": "Negative"
}
},
"reputation_health_score": 82,
"industry_benchmark_comparison": {
"average_podcast_channel_score": 75,
"jay_shetty_podcast_score": 82
},
"positive_theme_table": [
{
"theme": "Authentic Life Stories",
"examples": [
"Gabor Maté episode",
"Lewis Howes interview"
],
"impact_level": "High",
"suggested_action": "Continue prioritizing deep, authentic conversations"
},
{
"theme": "Mental Health Advocacy",
"examples": [
"Mental Health Month special",
"Celebrity openness"
],
"impact_level": "High",
"suggested_action": "Expand mental health topics and collaborations"
}
],
"negative_theme_table": [
{
"theme": "Repetitive Content",
"examples": [
"'Same advice every episode' comments"
],
"impact_level": "Medium",
"suggested_action": "Diversify episode format and guest backgrounds"
},
{
"theme": "Commercialization",
"examples": [
"'Too many ads'",
"'Pushing the book too much'"
],
"impact_level": "Medium",
"suggested_action": "Limit promotional segments; focus on organic mentions"
}
],
"final_action_plan": [
"Increase unique guest diversity and fresh perspectives to combat repetition complaints",
"Limit overt promotional content; integrate sponsorships more organically",
"Launch regular audience Q&A or suggestion sessions to foster neutral-to-positive sentiment conversion",
"Highlight and expand mental health and personal growth themes",
"Promptly address negative comment spikes with transparent communication",
"Engage with critical voices constructively to demonstrate responsiveness",
"Track sentiment trends monthly to identify and address emerging risks",
"Leverage influential guests and collaborators for positive reach amplification"
]
}
Social Analysis
Sentiment & Reputation
Social Media Sentiment & Reputation Analysis: Measure public sentiment around a profile or brand, Identify positive, negative, and neutral mentions, detect recurring praise or complaints, spot reputation risks before they go viral.
GET
/
wf
/
adv-sentiment-analysis
cURL
curl --request GET \
--url https://riona.ai/api/1.1/wf/adv-sentiment-analysis \
--header 'Authorization: Bearer <token>'import requests
url = "https://riona.ai/api/1.1/wf/adv-sentiment-analysis"
headers = {"Authorization": "Bearer <token>"}
response = requests.get(url, headers=headers)
print(response.text)const options = {method: 'GET', headers: {Authorization: 'Bearer <token>'}};
fetch('https://riona.ai/api/1.1/wf/adv-sentiment-analysis', 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://riona.ai/api/1.1/wf/adv-sentiment-analysis",
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: Bearer <token>"
],
]);
$response = curl_exec($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://riona.ai/api/1.1/wf/adv-sentiment-analysis"
req, _ := http.NewRequest("GET", url, nil)
req.Header.Add("Authorization", "Bearer <token>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.get("https://riona.ai/api/1.1/wf/adv-sentiment-analysis")
.header("Authorization", "Bearer <token>")
.asString();require 'uri'
require 'net/http'
url = URI("https://riona.ai/api/1.1/wf/adv-sentiment-analysis")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer <token>'
response = http.request(request)
puts response.read_body{
"sentiment_summary_table": [
{
"sentiment_type": "Positive",
"percent_share": 68,
"trend": "Stable to slightly increasing",
"key_drivers": [
"Inspirational guest stories",
"Actionable life advice",
"Jay Shetty's empathetic interviewing style",
"Mental wellness focus",
"Celebrity guest appearances"
]
},
{
"sentiment_type": "Neutral",
"percent_share": 22,
"trend": "Stable",
"key_drivers": [
"General episode announcements",
"Informational comments",
"Viewer questions without sentiment",
"Timeless quotes reposted"
]
},
{
"sentiment_type": "Negative",
"percent_share": 10,
"trend": "Slightly decreasing",
"key_drivers": [
"Critique of repetitive content",
"Perceived commercialism",
"Disagreement with guest opinions",
"Accusations of generic advice"
]
}
],
"sentiment_score": 82,
"sentiment_trend_chart": [
{
"month": "April",
"positive": 66,
"neutral": 23,
"negative": 11
},
{
"month": "May",
"positive": 69,
"neutral": 22,
"negative": 9
},
{
"month": "June",
"positive": 68,
"neutral": 22,
"negative": 10
}
],
"positive_sentiment_insights": {
"key_themes": [
"Authenticity of conversations",
"Diversity of guest backgrounds",
"Mental health awareness",
"Practical, relatable advice",
"Jay's positive energy"
],
"common_phrases": [
"life-changing",
"thank you for this episode",
"so inspiring",
"needed this today",
"amazing guest"
],
"top_5_positive_posts": [
"Interview with Dr. Gabor Maté – praised for depth and vulnerability",
"Episode with Lewis Howes – highlighted for actionable tips",
"Mental Health Awareness Month special – strong community response",
"Clip about overcoming self-doubt – widely shared",
"Celebrity guest interview with Priyanka Chopra – praised for openness"
]
},
"negative_sentiment_insights": {
"key_complaints": [
"Repetitive themes in episodes",
"Perceived over-promotion of Jay's book",
"Surface-level discussion with some guests",
"Too many ads or sponsorships",
"Disagreement with advice given"
],
"common_negative_keywords": [
"repetitive",
"too commercial",
"same advice",
"shallow",
"ads"
],
"top_5_negative_posts": [
"Comment thread on 'too many sponsored segments' in May 2024",
"Community critique on episode with a controversial guest",
"Discussion on lack of diversity in advice",
"Negative responses to book-promotion clips",
"Critique about vague life advice in a June episode"
],
"potential_root_causes": [
"Content formula perceived as predictable",
"Frequent promotional content",
"Mismatch between guest expertise and audience expectations"
]
},
"neutral_sentiment_patterns": {
"informational_mentions": [
"Episode release notifications",
"Questions about guest backgrounds",
"Episode time stamps",
"Viewers tagging friends"
],
"opportunity_topics": [
"Q&A sessions",
"Behind-the-scenes content",
"Audience-driven episode suggestions"
]
},
"recurring_praise_complaints": {
"longstanding_positive_attributes": [
"Jay's compassionate presence",
"High-profile and diverse guests",
"Consistent focus on personal growth",
"Community engagement"
],
"persistent_issues": [
"Episode structure predictability",
"Over-promotion of products",
"Occasional lack of depth"
],
"public_perception_shifts": [
{
"period": "2022-2023",
"shift": "Steady growth in positive sentiment as mental health topics became more prominent"
},
{
"period": "last 90 days",
"shift": "Slight decrease in negative sentiment as promotional content frequency moderated"
}
]
},
"influencer_voice_table": [
{
"name": "Lewis Howes",
"platform": "YouTube",
"influence_score": 88,
"sentiment_impact": "Positive"
},
{
"name": "Dr. Gabor Maté",
"platform": "YouTube",
"influence_score": 82,
"sentiment_impact": "Very Positive"
},
{
"name": "Priyanka Chopra",
"platform": "YouTube",
"influence_score": 77,
"sentiment_impact": "Positive"
},
{
"name": "Critical Social Commentator",
"platform": "Twitter",
"influence_score": 65,
"sentiment_impact": "Negative"
},
{
"name": "Mental Health Blogger",
"platform": "Instagram",
"influence_score": 72,
"sentiment_impact": "Positive"
}
],
"risk_alerts_table": [
{
"trigger": "Spike in negative comments about commercialism",
"risk_level": "Medium",
"potential_reach": 35000,
"mitigation_recommendation": "Reduce frequency of promotional content; increase value-driven segments"
},
{
"trigger": "Criticism of guest's controversial opinions",
"risk_level": "Low",
"potential_reach": 12000,
"mitigation_recommendation": "Issue clarification; provide platform for balanced discussion"
},
{
"trigger": "Viral comment thread on repetitive advice",
"risk_level": "Medium",
"potential_reach": 20000,
"mitigation_recommendation": "Refresh episode format; highlight unique perspectives"
}
],
"audience_behavior_context": {
"engagement_tone_by_platform": {
"YouTube": "Thoughtful, supportive, discussion-heavy",
"Instagram": "Inspirational, bite-sized praise, emoji-rich",
"Twitter": "Critical, concise, trend-driven"
},
"sentiment_by_region": {
"North America": "Mostly positive, high engagement",
"Europe": "Balanced, more critical feedback",
"Asia": "Positive, focused on celebrity guests"
},
"content_format_sentiment": {
"Long-form interviews": "Most positive",
"Short motivational clips": "Neutral to positive",
"Promotional posts": "Negative"
}
},
"reputation_health_score": 82,
"industry_benchmark_comparison": {
"average_podcast_channel_score": 75,
"jay_shetty_podcast_score": 82
},
"positive_theme_table": [
{
"theme": "Authentic Life Stories",
"examples": [
"Gabor Maté episode",
"Lewis Howes interview"
],
"impact_level": "High",
"suggested_action": "Continue prioritizing deep, authentic conversations"
},
{
"theme": "Mental Health Advocacy",
"examples": [
"Mental Health Month special",
"Celebrity openness"
],
"impact_level": "High",
"suggested_action": "Expand mental health topics and collaborations"
}
],
"negative_theme_table": [
{
"theme": "Repetitive Content",
"examples": [
"'Same advice every episode' comments"
],
"impact_level": "Medium",
"suggested_action": "Diversify episode format and guest backgrounds"
},
{
"theme": "Commercialization",
"examples": [
"'Too many ads'",
"'Pushing the book too much'"
],
"impact_level": "Medium",
"suggested_action": "Limit promotional segments; focus on organic mentions"
}
],
"final_action_plan": [
"Increase unique guest diversity and fresh perspectives to combat repetition complaints",
"Limit overt promotional content; integrate sponsorships more organically",
"Launch regular audience Q&A or suggestion sessions to foster neutral-to-positive sentiment conversion",
"Highlight and expand mental health and personal growth themes",
"Promptly address negative comment spikes with transparent communication",
"Engage with critical voices constructively to demonstrate responsiveness",
"Track sentiment trends monthly to identify and address emerging risks",
"Leverage influential guests and collaborators for positive reach amplification"
]
}
Supported Platforms:
This report provides a compiled trends and analysis of the past +3 months.
{
"sentiment_summary_table": [
{
"sentiment_type": "Positive",
"percent_share": 68,
"trend": "Stable to slightly increasing",
"key_drivers": [
"Inspirational guest stories",
"Actionable life advice",
"Jay Shetty's empathetic interviewing style",
"Mental wellness focus",
"Celebrity guest appearances"
]
},
{
"sentiment_type": "Neutral",
"percent_share": 22,
"trend": "Stable",
"key_drivers": [
"General episode announcements",
"Informational comments",
"Viewer questions without sentiment",
"Timeless quotes reposted"
]
},
{
"sentiment_type": "Negative",
"percent_share": 10,
"trend": "Slightly decreasing",
"key_drivers": [
"Critique of repetitive content",
"Perceived commercialism",
"Disagreement with guest opinions",
"Accusations of generic advice"
]
}
],
"sentiment_score": 82,
"sentiment_trend_chart": [
{
"month": "April",
"positive": 66,
"neutral": 23,
"negative": 11
},
{
"month": "May",
"positive": 69,
"neutral": 22,
"negative": 9
},
{
"month": "June",
"positive": 68,
"neutral": 22,
"negative": 10
}
],
"positive_sentiment_insights": {
"key_themes": [
"Authenticity of conversations",
"Diversity of guest backgrounds",
"Mental health awareness",
"Practical, relatable advice",
"Jay's positive energy"
],
"common_phrases": [
"life-changing",
"thank you for this episode",
"so inspiring",
"needed this today",
"amazing guest"
],
"top_5_positive_posts": [
"Interview with Dr. Gabor Maté – praised for depth and vulnerability",
"Episode with Lewis Howes – highlighted for actionable tips",
"Mental Health Awareness Month special – strong community response",
"Clip about overcoming self-doubt – widely shared",
"Celebrity guest interview with Priyanka Chopra – praised for openness"
]
},
"negative_sentiment_insights": {
"key_complaints": [
"Repetitive themes in episodes",
"Perceived over-promotion of Jay's book",
"Surface-level discussion with some guests",
"Too many ads or sponsorships",
"Disagreement with advice given"
],
"common_negative_keywords": [
"repetitive",
"too commercial",
"same advice",
"shallow",
"ads"
],
"top_5_negative_posts": [
"Comment thread on 'too many sponsored segments' in May 2024",
"Community critique on episode with a controversial guest",
"Discussion on lack of diversity in advice",
"Negative responses to book-promotion clips",
"Critique about vague life advice in a June episode"
],
"potential_root_causes": [
"Content formula perceived as predictable",
"Frequent promotional content",
"Mismatch between guest expertise and audience expectations"
]
},
"neutral_sentiment_patterns": {
"informational_mentions": [
"Episode release notifications",
"Questions about guest backgrounds",
"Episode time stamps",
"Viewers tagging friends"
],
"opportunity_topics": [
"Q&A sessions",
"Behind-the-scenes content",
"Audience-driven episode suggestions"
]
},
"recurring_praise_complaints": {
"longstanding_positive_attributes": [
"Jay's compassionate presence",
"High-profile and diverse guests",
"Consistent focus on personal growth",
"Community engagement"
],
"persistent_issues": [
"Episode structure predictability",
"Over-promotion of products",
"Occasional lack of depth"
],
"public_perception_shifts": [
{
"period": "2022-2023",
"shift": "Steady growth in positive sentiment as mental health topics became more prominent"
},
{
"period": "last 90 days",
"shift": "Slight decrease in negative sentiment as promotional content frequency moderated"
}
]
},
"influencer_voice_table": [
{
"name": "Lewis Howes",
"platform": "YouTube",
"influence_score": 88,
"sentiment_impact": "Positive"
},
{
"name": "Dr. Gabor Maté",
"platform": "YouTube",
"influence_score": 82,
"sentiment_impact": "Very Positive"
},
{
"name": "Priyanka Chopra",
"platform": "YouTube",
"influence_score": 77,
"sentiment_impact": "Positive"
},
{
"name": "Critical Social Commentator",
"platform": "Twitter",
"influence_score": 65,
"sentiment_impact": "Negative"
},
{
"name": "Mental Health Blogger",
"platform": "Instagram",
"influence_score": 72,
"sentiment_impact": "Positive"
}
],
"risk_alerts_table": [
{
"trigger": "Spike in negative comments about commercialism",
"risk_level": "Medium",
"potential_reach": 35000,
"mitigation_recommendation": "Reduce frequency of promotional content; increase value-driven segments"
},
{
"trigger": "Criticism of guest's controversial opinions",
"risk_level": "Low",
"potential_reach": 12000,
"mitigation_recommendation": "Issue clarification; provide platform for balanced discussion"
},
{
"trigger": "Viral comment thread on repetitive advice",
"risk_level": "Medium",
"potential_reach": 20000,
"mitigation_recommendation": "Refresh episode format; highlight unique perspectives"
}
],
"audience_behavior_context": {
"engagement_tone_by_platform": {
"YouTube": "Thoughtful, supportive, discussion-heavy",
"Instagram": "Inspirational, bite-sized praise, emoji-rich",
"Twitter": "Critical, concise, trend-driven"
},
"sentiment_by_region": {
"North America": "Mostly positive, high engagement",
"Europe": "Balanced, more critical feedback",
"Asia": "Positive, focused on celebrity guests"
},
"content_format_sentiment": {
"Long-form interviews": "Most positive",
"Short motivational clips": "Neutral to positive",
"Promotional posts": "Negative"
}
},
"reputation_health_score": 82,
"industry_benchmark_comparison": {
"average_podcast_channel_score": 75,
"jay_shetty_podcast_score": 82
},
"positive_theme_table": [
{
"theme": "Authentic Life Stories",
"examples": [
"Gabor Maté episode",
"Lewis Howes interview"
],
"impact_level": "High",
"suggested_action": "Continue prioritizing deep, authentic conversations"
},
{
"theme": "Mental Health Advocacy",
"examples": [
"Mental Health Month special",
"Celebrity openness"
],
"impact_level": "High",
"suggested_action": "Expand mental health topics and collaborations"
}
],
"negative_theme_table": [
{
"theme": "Repetitive Content",
"examples": [
"'Same advice every episode' comments"
],
"impact_level": "Medium",
"suggested_action": "Diversify episode format and guest backgrounds"
},
{
"theme": "Commercialization",
"examples": [
"'Too many ads'",
"'Pushing the book too much'"
],
"impact_level": "Medium",
"suggested_action": "Limit promotional segments; focus on organic mentions"
}
],
"final_action_plan": [
"Increase unique guest diversity and fresh perspectives to combat repetition complaints",
"Limit overt promotional content; integrate sponsorships more organically",
"Launch regular audience Q&A or suggestion sessions to foster neutral-to-positive sentiment conversion",
"Highlight and expand mental health and personal growth themes",
"Promptly address negative comment spikes with transparent communication",
"Engage with critical voices constructively to demonstrate responsiveness",
"Track sentiment trends monthly to identify and address emerging risks",
"Leverage influential guests and collaborators for positive reach amplification"
]
}
⌘I