What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Roadmap Pricing

Get a demo

Inrō

Visibility50

Vibe95

Businesses/Software as a Service (SaaS) / Marketing Technology (MarTech)/Inrō

AI Visibility & Sentiment

Inrō

Inrō is a specialized Instagram DM automation platform designed to help creators and brands drive growth and sales. By focusing exclusively on the Instagram ecosystem, it provides sophisticated, no-code tools—including AI agents and smart CRM features—that turn organic engagement into meaningful, high-converting conversations.

Active Monitoring

inro.social

Software as a Service (SaaS) / Marketing Technology (MarTech)

AI Visibility Score

50/100

Moderate

Sentiment Score

95/100

Score by Priority

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

adjacent

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Inrō today.

Inrō dominates niche intent within AI Overviews, where it frequently captures top-three placements for highly specific Instagram automation and human-centric bot queries. While the brand enjoys strong visibility for technical software evaluation, it currently struggles to penetrate broader growth strategy discussions, leaving a significant gap in its influence among strategic decision-makers.

Working in your favor

Securing top-tier visibility in AI Overviews for high-intent queries regarding human-like Instagram bots and DM automation.

Achieving consistent top-five rankings on Claude and AI Overviews for 'ManyChat alternative' comparisons.

Successfully establishing brand authority for users seeking conversational and human-sounding automation solutions.

Gaps to close

Total absence in 'Growth and Customer Acquisition Strategy' category queries, specifically regarding influencer marketing and sales funnel building.

Failure to capture visibility for foundational DM management queries, even when the search intent aligns perfectly with the core product.

Underperformance in ChatGPT compared to other large language models, limiting reach among users who prefer that specific ecosystem.

Opportunities

Repositioning existing content to bridge the gap between technical automation and holistic growth strategies like influencer marketing.

Targeting the 'Growth-Focused Agency Lead' persona by crafting thought leadership that connects DM automation directly to measurable sales funnel results.

Optimizing SEO and LLM-ready content for the 'Instagram DM Management' query space to capture the high volume of users who are currently missing Inrō in their search results.

Highest-Impact Actions

Develop and syndicate 'Strategic Growth' pillar content that links Instagram automation to influencer ROI and sales funnel conversion.

The brand currently captures zero visibility in growth-related categories; this content will open a new, high-value acquisition channel.

Implement a technical SEO strategy focused on 'Instagram DM Management' long-tail keywords to bridge current visibility gaps in high-intent queries.

Users are searching for these exact solutions, but Inrō is currently invisible, allowing competitors like ManyChat to dominate.

Produce comparative 'Why Inrō' assets optimized for the ChatGPT ecosystem to improve the brand's 8% mention rate on that platform.

Expanding footprint within ChatGPT is essential to reaching the broader user base currently dominated by competitors.

Value Proposition

Inrō bridges the gap between high-volume automation and authentic connection. It allows businesses to reclaim time and increase revenue by automating repetitive DM and comment interactions while maintaining a personal, human touch.

Overview

Mission

To build authentic automation so businesses of all sizes can have direct and genuine relationships with each one of their customers.

Products & Services

Inrō AI AgentDM CampaignsComment-to-DM AutomationUnified Inbox & CRMStory & Mention TriggersAI AgentSmart Inbox & CRM

Current State

Visibility Landscape

A high-level view of how Inrō performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	100	100	50	50
“What do you know about Inrō? What do they do and what's their reputation?”	Positive	Positive	Neutral	Neutral
Core4q Product/service category queries	41	95	85	95
“what are the best instagram automation tools for turning comments into sales”	#5	#3	#8	#1
“what are the most effective instagram dm automation platforms for d2c brands”	#11	#1	#6	#2
“i need an instagram bot that actually sounds human and helps me close deals in dms”	No	#1	#2	#1
“what are some good alternatives to manychat for managing instagram customer relationships”	No	#2	#4	#3
Growth Areas5q Adjacent, aspirational & visionary	0	0	38	41
“what are the top rated tools for running influencer marketing campaigns on instagram”	No	No	No	No
“what tools can i use to manage dms for my brand when i have too many messages to answer”	No	No	No	No
“best instagram marketing software for startups that want better conversion rates”	No	No	#2	#1
“what software should i use to build a sales funnel directly inside my social media platform”	No	No	No	No
“how can i better engage my instagram followers to increase my conversion rate”	No	No	No	No

“What do you know about Inrō? What do they do and what's their reputation?”

Positive

Neutral

“what are the best instagram automation tools for turning comments into sales”

“what are the most effective instagram dm automation platforms for d2c brands”

#11

“i need an instagram bot that actually sounds human and helps me close deals in dms”

“what are some good alternatives to manychat for managing instagram customer relationships”

“what are the top rated tools for running influencer marketing campaigns on instagram”

“what tools can i use to manage dms for my brand when i have too many messages to answer”

“best instagram marketing software for startups that want better conversion rates”

“what software should i use to build a sales funnel directly inside my social media platform”

“how can i better engage my instagram followers to increase my conversion rate”

Competitive Landscape

ManyChat

76 mentions

Shopify

42 mentions

LinkDM

28 mentions

Respond.io

28 mentions

Inrō

26 mentions

Sprout Social

25 mentions

ReplyRush

19 mentions

Chatfuel

19 mentions

Zendesk

17 mentions

CreatorFlow

16 mentions

Gorgias

16 mentions

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Inrō's AI visibility.

Key Findings

Strength

Securing top-tier visibility in AI Overviews for high-intent queries regarding human-like Instagram bots and DM automation.

Strength

Achieving consistent top-five rankings on Claude and AI Overviews for 'ManyChat alternative' comparisons.

Strength

Successfully establishing brand authority for users seeking conversational and human-sounding automation solutions.

Recommended Actions

Develop and syndicate 'Strategic Growth' pillar content that links Instagram automation to influencer ROI and sales funnel conversion.

The brand currently captures zero visibility in growth-related categories; this content will open a new, high-value acquisition channel.

Implement a technical SEO strategy focused on 'Instagram DM Management' long-tail keywords to bridge current visibility gaps in high-intent queries.

Users are searching for these exact solutions, but Inrō is currently invisible, allowing competitors like ManyChat to dominate.

Produce comparative 'Why Inrō' assets optimized for the ChatGPT ecosystem to improve the brand's 8% mention rate on that platform.

Expanding footprint within ChatGPT is essential to reaching the broader user base currently dominated by competitors.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Instagram Marketing Automation And DM Conversions(3 queries)

“what are the best instagram automation tools for turning comments into sales”

4/4 platforms mentioned

Core

ChatGPT

1.ManyChat

2.ReplyRush

3.LinktoDM

4.LinkDM

5.Inrō

+10 more

Claude

1.ZapDM

2.TechBullion

3.LinkDM

4.Inrō

5.ManyChat

+1 more

Gemini

1.ManyChat

2.Shopify

3.ReplyRush

4.QuickConnect

5.Kommo

8.Inrō

+3 more

AI Overviews

1.ManyChat

2.Inrō

3.ReplyRush

4.TailorTalk

5.LinkDM

“i need an instagram bot that actually sounds human and helps me close deals in dms”

2/4 platforms mentioned

Core

The Growth-Focused Agency Lead · Agency Founder / Lead Strategist

ChatGPT

1.Postman

2.Respond.io

3.ManyChat

4.Shopify

5.HubSpot

+17 more

Claude

1.Inrō

2.ManyChat

3.TailorTalk

4.Respond.io

Gemini

1.TailorTalk

2.Inrō

3.ReplyRush

4.CloseBot

5.ManyChat

AI Overviews

1.ManyChat (AI Flow Builder Assistant)

2.Visito

3.Jotform Instagram Agent

4.Spur (Human Agent)

5.Tidio (Lyro AI)

+1 more

“what tools can i use to manage dms for my brand when i have too many messages to answer”

0/4 platforms mentioned

Adjacent

The Growth-Focused Agency Lead · Agency Founder / Lead Strategist

ChatGPT

1.Sprout Social

2.Hootsuite

3.Salesforce

4.Respond.io

5.HubSpot

+10 more

Claude

1.ManyChat

2.Interakt

3.Respond.io

4.Sprout Social

5.Metricool

+4 more

Gemini

1.Agorapulse

2.Shopify

3.Magento

4.Hootsuite

5.Sprout Social

+8 more

AI Overviews

1.ManyChat

2.Chatfuel

3.LinkDM

4.Agorapulse

5.Sprout Social

+4 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

14281275933724 Instagram Live Comments Trigger

help.manychat.com

Inrō

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software as a Service (SaaS) / Marketing Technology (MarTech)

Start gettingrecommended by AI.

Frequently asked questions

Inrō

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software as a Service (SaaS) / Marketing Technology (MarTech)

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.