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.

Pricing

Get a demo

Reframe

Visibility75

Vibe93

Businesses/Health & Wellness Technology/Reframe

AI Visibility & Sentiment

Reframe

Reframe is a neuroscience-based mobile app designed to help people reduce or quit alcohol consumption through evidence-based behavior change programs, personalized tracking, educational courses, and a supportive community. Developed with hundreds of medical and mental health experts, the app has helped millions of users decrease their alcohol intake.

Active Monitoring

joinreframeapp.com

Health & Wellness Technology YC25-26

AI Visibility Score

75/100

Good

Sentiment Score

93/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Reframe today.

Reframe has successfully positioned itself as the definitive authority for neuroscience-driven habit change, consistently securing the #1 and #2 positions on Gemini and Claude for science-based moderation queries. While the brand dominates high-intellect searches among performance-focused executives, it remains strikingly invisible in the tactical conversation surrounding functional non-alcoholic alternatives, allowing competitors to own the 'lifestyle' side of the moderation journey.

Working in your favor

Unrivaled authority in 'neuroscience-led habit change' and 'science-based programs' queries, particularly on Gemini and Claude where it holds top-three rankings.

High resonance with the 'Performance-Focused Executive' persona, achieving a 73% mention rate and an impressive 2.7 average position.

Strong brand-vibe-check performance, with AI platforms accurately identifying Reframe's unique value proposition and awarding it #1 rankings on Claude and Gemini.

Gaps to close

Significant visibility deficit in the 'functional non-alcoholic drinks' and 'elixir' category, failing to appear in key tactical queries where users seek immediate alternatives.

Lagging performance in AI Overviews (25% mention rate), suggesting that current web content may not be structured optimally for Google's search-integrated AI.

ChatGPT mention rate (44%) trails significantly behind Gemini and Claude (75%), indicating a potential citation gap in the datasets most frequently used by OpenAI.

Opportunities

Capture the 'Quantified-Self Biohacker' market by leaning into physiological data tracking and Oura/Apple Health integrations to improve the current 60% mention rate.

Develop a 'Substitution' content strategy to disrupt Sunnyside's lead in broader alcohol tracking queries by focusing on craving management and functional beverages.

Aggressively optimize for AI Overviews by utilizing structured data and concise 'what-is' definitions for neuroscience concepts to bridge the 50% visibility gap between chat and search-integrated AI.

Highest-Impact Actions

Execute a targeted content cluster focused on functional non-alcoholic elixirs and craving-management substitutes.

Reframe is currently missing from the conversation regarding physical alternatives, a high-intent entry point for users that competitors currently dominate.

Restructure existing neuroscience explainers into 'Question and Answer' formats to target AI Overviews.

With only 25% visibility in AI Overviews compared to 75% in Gemini, the brand is failing to convert its chat-based authority into search-based visibility.

Increase outreach and backlink profiles on health-tech and biohacking platforms to boost ChatGPT citation frequency.

ChatGPT's 44% mention rate is the brand's weakest platform performance; increasing third-party citations in technical health domains will force higher model inclusion.

Value Proposition

A stigma-free, science-backed approach to alcohol reduction that combines neuroscience-based programs, personalized drink tracking, in-depth courses, and 24/7 anonymous community support to help users make lasting changes to their drinking habits

Overview

Mission

Reframe was born from a desire to help people discover the very best versions of themselves. We do science, not stigma. Research, not rules.

Products & Services

Neuroscience-based alcohol reduction mobile appPersonalized drink tracking and progress monitoringIn-depth educational courses on alcohol and habit change24/7 private anonymous community supportLiquid Luck functional elixir - non-alcoholic drink to ease cravings

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	79	97	97	97
“What do you know about Reframe? What do they do and what's their reputation?”	#7	#1	#1	#1
Core2q Product/service category queries	56	97	96	59
“what are the most trusted science-based programs for alcohol reduction”	No	#1	#1	No
“what are the best apps for tracking alcohol and building better habits, give me specific brands”	#3	#1	#2	#2
Growth Areas3q Adjacent, aspirational & visionary	41	84	71	23
“help me make a plan to cut back on my drinking without quitting entirely”	#4	#3	#2	No
“suggest some functional non-alcoholic drinks or elixirs that help with alcohol cravings, what should I buy”	No	#8	No	No
“help me understand the neuroscience of alcohol addiction and recommend some educational courses to fix my habits”	No	#5	#2	Yes

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

“what are the most trusted science-based programs for alcohol reduction”

“what are the best apps for tracking alcohol and building better habits, give me specific brands”

“help me make a plan to cut back on my drinking without quitting entirely”

“suggest some functional non-alcoholic drinks or elixirs that help with alcohol cravings, what should I buy”

“help me understand the neuroscience of alcohol addiction and recommend some educational courses to fix my habits”

Yes

Competitive Landscape

Reframe

23 mentions

Sunnyside

14 mentions

SMART Recovery

13 mentions

Nomo

13 mentions

I Am Sober

9 mentions

Apple Health

9 mentions

Moderation Management

8 mentions

Less

8 mentions

Oura

7 mentions

Seedlip

6 mentions

Whoop

6 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Unrivaled authority in 'neuroscience-led habit change' and 'science-based programs' queries, particularly on Gemini and Claude where it holds top-three rankings.

Strength

High resonance with the 'Performance-Focused Executive' persona, achieving a 73% mention rate and an impressive 2.7 average position.

Strength

Strong brand-vibe-check performance, with AI platforms accurately identifying Reframe's unique value proposition and awarding it #1 rankings on Claude and Gemini.

Recommended Actions

Execute a targeted content cluster focused on functional non-alcoholic elixirs and craving-management substitutes.

Reframe is currently missing from the conversation regarding physical alternatives, a high-intent entry point for users that competitors currently dominate.

Restructure existing neuroscience explainers into 'Question and Answer' formats to target AI Overviews.

With only 25% visibility in AI Overviews compared to 75% in Gemini, the brand is failing to convert its chat-based authority into search-based visibility.

Increase outreach and backlink profiles on health-tech and biohacking platforms to boost ChatGPT citation frequency.

ChatGPT's 44% mention rate is the brand's weakest platform performance; increasing third-party citations in technical health domains will force higher model inclusion.

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

Sustainable Alcohol Moderation(2 queries)

“help me make a plan to cut back on my drinking without quitting entirely”

2/4 platforms mentioned

Adjacent

ChatGPT

1.Rethinking Drinking

2.Cutback Coach

3.Drinkaware

4.Moderation Management

5.SMART Recovery

+5 more

Claude

1.Nomo

2.Daybreak

3.Cutback Coach

4.Reframe

5.Hello Nomo

Gemini

1.Sunnyside

2.Reframe

3.Less

4.Moderation Management

5.Athletic Brewing Co.

+4 more

AI Overviews

No brands listed

“what are the best apps for tracking alcohol and building better habits, give me specific brands”

4/4 platforms mentioned

Core

The Performance-Focused Executive · Managing Director

ChatGPT

1.DrinkControl

2.Sober Time

3.Reframe

4.Tempest

5.Streaks

+16 more

Claude

1.Reframe

2.Apple Health

3.Nomo

4.I Am Sober

5.Apple HealthKit

+2 more

Gemini

1.Oura

2.Reframe

3.Sunnyside

4.Monument

5.Less

+2 more

AI Overviews

1.Sunnyside

2.Reframe

3.Try Dry

4.Less

5.I Am Sober

+6 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.

moderation.org

Web1 ref

Seedlip.com

seedlip.com

Web1 ref

Ritualzeroproof.com

ritualzeroproof.com

Web1 ref

KinEuphorics.com

kineuphorics.com

Web1 ref

SMART Recovery

smartrecovery.org

Web1 ref

Alcoholics Anonymous

aa.org

Web1 ref

Alcohol use disorder - Diagnosis and treatment - Mayo Clinic

mayoclinic.org

Web1 ref

Recommend Evidence-Based Treatment: Know the Options

niaaa.nih.gov

Gov1 ref

Telehealth Options for Alcohol Treatment

niaaa.nih.gov

Gov1 ref

Alcoholics Anonymous most effective path to alcohol abstinence

med.stanford.edu

Edu1 ref

Best Available Alcohol Addiction Treatment Methods for 2026

pinnaclerecovery.org

Web1 ref

Telehealth and Online Options for Alcohol Treatment

alcoholtreatment.niaaa.nih.gov

Gov1 ref

NIAAA Alcohol Treatment Navigator helps find quality ...

niaaa.nih.gov

Gov1 ref

National Institute on Alcohol Abuse and Alcoholism (NIAAA ...

niaaa.nih.gov

Gov1 ref

Alcohol Interventions for Young Adults

niaaa.nih.gov

Gov1 ref

Brand Identity

Brand Voice & Style

How AI perceives Reframe's communication style and personality

Reframe communicates with a warm, supportive, and empowering tone that removes shame and stigma from the conversation about alcohol. The brand positions itself as a knowledgeable friend backed by science, offering encouragement without judgment. The voice is optimistic and solution-focused, emphasizing that change is possible and celebrating progress. While grounded in neuroscience and research, the messaging remains accessible and relatable, avoiding clinical coldness in favor of genuine human connection.

Core Tone Traits

Supportive & Non-Judgmental

Creates a safe space free from stigma, meeting users where they are without shame

Science-Backed & Credible

Grounds messaging in neuroscience and research while remaining accessible

Empowering & Optimistic

Focuses on positive outcomes and the possibility of meaningful change

Warm & Relatable

Speaks like a knowledgeable friend, not a clinical authority

Visual Identity

Primary

#1E3A8A

Secondary

#F5F5F5

Accent

#FFFFFF

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Y Combinator

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.

Explore Health & Wellness Technology

System2 Technologies Corp.

0/100

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recommended by AI.

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Frequently asked questions

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AI Visibility Score

Reframe has an AI visibility score of 75/100, rated as good. This score reflects how often and how prominently Reframe appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Strengths

Unrivaled authority in 'neuroscience-led habit change' and 'science-based programs' queries, particularly on Gemini and Claude where it holds top-three rankings.
High resonance with the 'Performance-Focused Executive' persona, achieving a 73% mention rate and an impressive 2.7 average position.
Strong brand-vibe-check performance, with AI platforms accurately identifying Reframe's unique value proposition and awarding it #1 rankings on Claude and Gemini.

Visibility Gaps

Significant visibility deficit in the 'functional non-alcoholic drinks' and 'elixir' category, failing to appear in key tactical queries where users seek immediate alternatives.
Lagging performance in AI Overviews (25% mention rate), suggesting that current web content may not be structured optimally for Google's search-integrated AI.
ChatGPT mention rate (44%) trails significantly behind Gemini and Claude (75%), indicating a potential citation gap in the datasets most frequently used by OpenAI.

Competitors in AI Recommendations

Sunnyside: 14 mentions
SMART Recovery: 13 mentions
Nomo: 13 mentions
I Am Sober: 9 mentions
Apple Health: 9 mentions
Moderation Management: 8 mentions
Less: 8 mentions
Oura: 7 mentions
Seedlip: 6 mentions
Whoop: 6 mentions
Cutback Coach: 5 mentions
Ghia: 5 mentions
Coursera: 5 mentions
This Naked Mind: 5 mentions
DrinkControl: 4 mentions

Categories: Health & Wellness Technology

Tags: YC25-26

Reframe

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Health & Wellness Technology

Start gettingrecommended by AI.

Frequently asked questions

Reframe

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Health & Wellness Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.