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

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Imatify

Visibility17

Vibe79

Businesses/Education / EdTech/Imatify

AI Visibility & Sentiment

Imatify

Imatify is an educational technology platform designed to support international students in preparing for the International Medical Admissions Test (IMAT). It provides a comprehensive resource hub and a large-scale mock test platform to facilitate entry into English-language medical schools in Italy.

Active Monitoring

imatify.site

Education / EdTech

AI Visibility Score

17/100

Invisible

Sentiment Score

79/100

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 Imatify today.

Imatify maintains high relevance when explicitly queried by brand name but suffers from critical visibility gaps in the high-intent 'Core' IMAT preparation search ecosystem. While the brand secures top-tier placement in ChatGPT for specific, affordable mock exam inquiries, it is being systematically overlooked by AI models during broader comparative searches where competitors like IMAT Buddy and EnterMedSchool dominate.

Working in your favor

Secures top positions in ChatGPT for price-sensitive users searching for affordable IMAT mock exams.

Achieves primary visibility in AI Overviews and ChatGPT for queries regarding independent resource hubs for medical school entry.

Maintains excellent brand recognition, capturing the #1 spot across all major AI platforms when users perform a direct 'vibe check' on the company.

Gaps to close

Fails to capture interest during critical 'IMAT Preparation Platform Selection' comparison queries where users are actively evaluating market options.

Underperforms in broad academic and career planning searches, missing the chance to capture career-switching professionals during their discovery phase.

Non-existent visibility within the 'Aspirational' and 'Visionary' search categories, indicating a lack of content depth on peripheral medical school success topics.

Opportunities

Optimize content to align with 'best-of' and 'top-resources' comparative query patterns to disrupt established competitors.

Develop specialized content for career-switching professionals to fill the void currently left in broad academic planning queries.

Expand topic authority into wider medical school entry pathways to transition from a niche test-prep provider to a comprehensive resource hub.

Highest-Impact Actions

Implement a citation-focused content strategy targeting comparative IMAT platform queries.

Competitors are winning because they provide the 'best-of' answers that AI prioritizes; Imatify must explicitly answer 'which is best' queries to break into the consideration set.

Produce 'Academic & Career Planning' resources for non-traditional students.

The data shows a massive gap in how AI responds to career-switchers; capturing this niche positions Imatify as a guide, not just a testing tool.

Increase presence in 'Independent Resource Hub' discourse.

Since Imatify already shows success here in AI Overviews, doubling down on this category reinforces trust and credibility as an objective authority.

Value Proposition

Imatify removes the complexity and anxiety of the IMAT process by providing a centralized, 100% independent, and data-driven preparation hub that combines official government information with actionable study tools.

Overview

Mission

Everything international students need to understand, prepare for, and succeed in the International Medical Admissions Test — from first registration to your first day of medical school in Italy.

Products & Services

IMAT 2026 Complete Resource HubFull Access Prep PlanFree Practice TierUniversity Comparison ToolsFree IMAT Resource HubPaid Mock Test Subscription (50+ tests)Performance Analytics Dashboard

Current State

Visibility Landscape

A high-level view of how Imatify 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	0	50	100
“What do you know about Imatify? What do they do and what's their reputation?”	Positive	Negative	Neutral	Positive
Core4q Product/service category queries	62	33	0	0
“what are the best online platforms for IMAT practice tests that actually give accurate scoring”	—	No	No	No
“what should i look for when choosing an IMAT prep service to make sure it is not a waste of money”	No	No	No	No
“i need an affordable IMAT prep site that has a lot of mock exams i can take repeatedly”	#1	#5	No	No
“compare the top IMAT study resources for students applying to Italian medical schools”	—	No	No	No
Growth Areas5q Adjacent, aspirational & visionary	37	0	0	41
“what tools or apps should i use to track my progress and compare medical schools in italy”	#12	No	No	No
“which study platforms for medical school in italy have the best reputation with international applicants”	No	No	No	No
“are there any independent resource hubs for medical school entry in italy that arent just marketing for expensive courses”	#2	No	No	#1
“best study apps or platforms for non-traditional students transitioning into science-heavy degree programs”	No	No	No	No
“how can i effectively organize my study schedule for a high-stakes exam like the IMAT”	No	No	No	No

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

Positive

Negative

Neutral

Positive

“what are the best online platforms for IMAT practice tests that actually give accurate scoring”

—

“what should i look for when choosing an IMAT prep service to make sure it is not a waste of money”

“i need an affordable IMAT prep site that has a lot of mock exams i can take repeatedly”

“compare the top IMAT study resources for students applying to Italian medical schools”

—

“what tools or apps should i use to track my progress and compare medical schools in italy”

#12

“which study platforms for medical school in italy have the best reputation with international applicants”

“are there any independent resource hubs for medical school entry in italy that arent just marketing for expensive courses”

“best study apps or platforms for non-traditional students transitioning into science-heavy degree programs”

“how can i effectively organize my study schedule for a high-stakes exam like the IMAT”

Competitive Landscape

IMAT Buddy

43 mentions

EnterMedSchool

30 mentions

Meditaliano

20 mentions

Khan Academy

20 mentions

Anki

19 mentions

MedSchool.it

18 mentions

AcadIMAT

18 mentions

Testbusters IMAT Medschool

12 mentions

Pava Education

12 mentions

Notion

12 mentions

Imatify

10 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secures top positions in ChatGPT for price-sensitive users searching for affordable IMAT mock exams.

Strength

Achieves primary visibility in AI Overviews and ChatGPT for queries regarding independent resource hubs for medical school entry.

Strength

Maintains excellent brand recognition, capturing the #1 spot across all major AI platforms when users perform a direct 'vibe check' on the company.

Recommended Actions

Implement a citation-focused content strategy targeting comparative IMAT platform queries.

Competitors are winning because they provide the 'best-of' answers that AI prioritizes; Imatify must explicitly answer 'which is best' queries to break into the consideration set.

Produce 'Academic & Career Planning' resources for non-traditional students.

The data shows a massive gap in how AI responds to career-switchers; capturing this niche positions Imatify as a guide, not just a testing tool.

Increase presence in 'Independent Resource Hub' discourse.

Since Imatify already shows success here in AI Overviews, doubling down on this category reinforces trust and credibility as an objective authority.

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

IMAT Preparation Platform Selection(3 queries)

“what are the best online platforms for IMAT practice tests that actually give accurate scoring”

0/3 platforms mentioned

Core

Claude

1.IMAT Online

2.IMAT Buddy

3.This is Locomotive

4.PREP TEST

Gemini

1.Meditaliano

2.Testbusters IMAT Medschool

3.Preptest

4.IMAT Buddy

5.Pava Education

+2 more

AI Overviews

1.IMAT Buddy

2.Testbusters (Medschool.it)

3.IMAT Online

4.Pava Education (IMAT Qbank)

5.IMATReady

+1 more

“i need an affordable IMAT prep site that has a lot of mock exams i can take repeatedly”

2/4 platforms mentioned

Core

The Strategic International Applicant · Aspiring Medical Student

ChatGPT

1.Testbusters

2.MedSchool.it

3.IMAT Buddy

4.Imatify

5.IMAT Guide

+2 more

Claude

1.Preptest

2.TestMocks

3.IMAT Online

4.Meditaliano

5.Imatify

Gemini

1.LOCOMOTIVE Group

2.IMAT Buddy

3.Meditaliano

4.Preptest

5.IMATReady

AI Overviews

1.Kolinga Euro

2.IMAT Buddy

3.Meditaliano

4.IMAT Online

5.Evrika.study

+3 more

“compare the top IMAT study resources for students applying to Italian medical schools”

0/3 platforms mentioned

Core

The Strategic International Applicant · Aspiring Medical Student

Claude

1.EnterMedSchool

2.LOCOMOTIVE

3.Testbusters IMAT Medschool

4.IMAT Buddy

5.Pearson

+4 more

Gemini

1.Pearson

2.CGP (OCR, AQA)

3.IMAT Buddy

4.EnterMedSchool

5.Testbusters IMAT Medschool

+6 more

AI Overviews

1.IMAT Buddy

2.EnterMedSchool

3.Pearson (Biology: A Global Approach)

4.CGP

5.OCR

+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.

IMAT Online

imat-online.com

Imatify

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Education / EdTech

Start gettingrecommended by AI.

Frequently asked questions

Imatify

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Education / EdTech

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.