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

Weya

Visibility29

Vibe83

Businesses/Technology/Weya

AI Visibility & Sentiment

Weya

Weya is an AI-powered interview preparation platform developed by Light Eagle that helps project teams prepare for evaluation meetings. The system conducts 15-minute preparatory conversations to help identify project strengths and develop impact-focused narratives, followed by comprehensive assessment reports.

Active Monitoring

weya-lighteagle.org

Technology

AI Visibility Score

29/100

Low

Sentiment Score

83/100

AI Perception

Summary

Weya has extremely limited AI visibility, currently appearing only in queries where the brand name is explicitly mentioned while remaining completely absent from unbranded discovery searches. While the brand maintains a top-tier position and positive sentiment when identified, it fails to capture any market share in critical categories like funding preparation and impact narrative development.

Overview

Mission

AI-assisted preparation interviews that help projects identify their strengths and develop compelling, impact-focused narratives before critical evaluation meetings

Agent Breakdown

AI Platforms

How often do different AI platforms reference Weya?

Loading explorer...

Conversation Analysis

Topics

What conversations is Weya included in — or excluded from?

Loading explorer...

Buyer Personas

Personas

Who does each AI platform recommend Weya to, and when?

Loading explorer...

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

Funding And Pitch Readiness(3 queries)

“help me prep for a high-stakes funding evaluation”

0/4 platforms mentioned

ChatGPT

1.DocSend

2.Beautiful.ai

3.Tome

4.Canva

5.Pitch

+5 more

Claude

1.Excel

2.Causal

3.Finmark

4.Runway

5.Rehearsal

+2 more

Gemini

1.Pitch

2.Canva

3.Storydoc

4.Pry

5.Brex

+17 more

AI Overviews

1.The 5ers

2.BetterEvaluation

3.YouTube

4.Capitol Funding

5.Research Evaluation Consulting

“how to find the weak points in my project pitch before I present”

0/4 platforms mentioned

ChatGPT

1.LinkedIn

2.ADPList

3.GrowthMentor

4.Y Combinator

5.Seedscout

+4 more

Claude

1.Preseed.vc

2.Pioneer.app

3.LinkedIn

4.Reddit

5.Zoom

+10 more

Gemini

1.ChatGPT

2.Claude

3.Yoodli

4.Toyota

5.Slidebean

+6 more

AI Overviews

No brands listed

“best way to practice for an investor Q&A session”

0/4 platforms mentioned

ChatGPT

1.Loom

2.Zoom

3.Otter.ai

4.Descript

5.Notion

+6 more

Claude

1.Livestorm

2.Zoom

3.LinkedIn

4.The Narativ

5.Presentation Mentor

+7 more

Gemini

1.ChatGPT

2.Claude

3.Notion

4.Yoodli

5.Poised

+9 more

AI Overviews

No brands listed

Impact Narrative Development(3 queries)

“how to turn project data into a compelling impact story”

0/4 platforms mentioned

ChatGPT

1.Dovetail

2.Airtable

3.Notion

4.Canva

5.Figma

+1 more

Claude

1.Canva

2.Flourish

3.Datawrapper

4.Tableau Public

5.Infogram

+6 more

Gemini

1.Flourish

2.Tableau

3.Canva

4.Piktochart

5.Shorthand

+9 more

AI Overviews

1.Sopact

2.HBS Online

3.SurveyCTO

4.ThoughtSpot

“help me articulate the social value of my tech project”

0/4 platforms mentioned

ChatGPT

1.NIST

2.OECD

3.ISO

4.WCAG

Claude

1.UN Sustainable Development Goals

Gemini

1.United Nations

2.IRIS+

3.Global Impact Investing Network

4.B Impact Assessment

5.Sopact

+3 more

AI Overviews

1.Thrive

2.techUK

3.Samtaler

4.LinkedIn

5.YouTube

“make a list of project strengths based on our last six months of work”

0/4 platforms mentioned

ChatGPT

1.Jira

2.Asana

Claude

No brands listed

Gemini

1.Confluence

2.Notion

3.Linear

4.Pendo

5.Datadog

+3 more

AI Overviews

1.Indeed

2.Michael Page

3.HRMorning

4.Atlassian

5.Excel

Assessment Simulation & Practice(3 queries)

“mock interview tools for project teams”

0/4 platforms mentioned

ChatGPT

1.Interviewing.io

2.Pramp

3.Exponent

4.Big Interview

5.Huru

+18 more

Claude

1.Interview Warmup

2.Google

3.Yoodli

4.InterviewAI

5.Loom

+12 more

Gemini

1.Google Interview Warmup

2.Yoodli

3.Interviewer.ai

4.Pramp

5.Interviewing.io

+12 more

AI Overviews

1.Exponent

2.Pramp

3.Prepfully

4.Interview Warm-Up

5.Google

+1 more

“how to run a 15 minute prep session for a project review”

0/4 platforms mentioned

ChatGPT

1.Miro

2.Mural

3.Google Docs

4.Google Slides

5.Microsoft Teams

+8 more

Claude

1.Google Docs

2.Notion

3.Confluence

Gemini

1.Asana

2.Monday.com

3.Jira

4.Miro

5.Tableau

+6 more

AI Overviews

No brands listed

“simulate a grant panel evaluation for my startup”

0/4 platforms mentioned

ChatGPT

1.NSF

2.NIH

3.DoD

4.EU Horizon Europe

5.EIC

+4 more

Claude

No brands listed

Gemini

1.NSF

2.NIH

3.European Commission

4.Instrumentl

5.OpenGrants

+9 more

AI Overviews

1.Reddit

2.ScienceDirect

3.Thesify.ai

4.Apart Research

5.VS Code

+1 more

Brand Reputation & Category Comparison(3 queries)

“weya vs traditional pitch coaching which is better”

3/4 platforms mentioned

ChatGPT

1.WEYA

2.Yoodli

3.Orai

4.Poised

5.Own The Room

+2 more

Claude

1.Weya

2.Yoodli

3.Orai

4.Poised

Gemini

1.Weya

2.Yoodli

3.Poised

4.PitchBob

5.Slidebean

+2 more

AI Overviews

1.WYAA

“is weya by light eagle good for project teams”

3/4 platforms mentioned

ChatGPT

1.Weya

2.Light Eagle

3.Microsoft

4.Atlassian

5.Jira

+7 more

Claude

1.Weya

2.Light Eagle

3.G2

4.Capterra

5.Product Hunt

+6 more

Gemini

1.Weya

2.Light Eagle

3.Slack

4.Jira

5.Google Docs

+7 more

AI Overviews

1.Light Eagle

2.Sunsynk

“best ai tools for prep before a big funding pitch”

0/4 platforms mentioned

ChatGPT

1.Microsoft PowerPoint

2.Copilot

3.Office

4.Google Slides

5.Gemini

+30 more

Claude

1.Gamma

2.Beautiful.ai

3.Tome

4.Causal

5.Runway

+10 more

Gemini

1.Gamma

2.Beautiful.ai

3.Tome

4.Signal

5.NFX

+14 more

AI Overviews

No brands listed

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Excellent performance in direct brand queries like 'What do you know about Weya?', maintaining #1 ranking across all platforms.

Strength

Strong brand-to-category association when users specifically search for 'Weya vs traditional pitch coaching'.

Strength

High sentiment scores and top rankings on Gemini and ChatGPT when the brand is recognized.

Gap

Zero visibility in 'Funding and Pitch Readiness' and 'Impact Narrative Development' categories across 100% of tested unbranded queries.

Gap

Minimal presence in AI Overviews (4%), suggesting a lack of crawlable, structured content that AI engines prioritize for summaries.

Gap

Underperformance with Enterprise Decision Makers who see a lower mention rate (13%) and lower average positioning compared to general consumers.

Opportunity

Target high-intent niche queries like 'simulate a grant panel evaluation' where competition is currently missing the mark.

Opportunity

Improve mention rates in 'best ai tools' lists where competitors like Yoodli and Beautiful.ai are currently dominating.

Opportunity

Leverage the 'Light Eagle' parent brand connection to improve authority in enterprise-level tech evaluations.

Brand Identity

Brand Voice & Style

How AI perceives Weya's communication style and personality

Weya communicates with a calm, supportive, and professional tone that reflects its role as a preparation partner. The brand voice is reassuring yet purposeful, emphasizing empowerment and readiness. It speaks directly to users' needs without being overly technical, maintaining accessibility while conveying expertise in evaluation preparation. The Turkish-language content suggests a localized, culturally attuned approach that feels personal rather than corporate.

Core Tone Traits

Supportive & Encouraging

Positions itself as a helpful partner in preparation, not a judge

Clear & Purposeful

Communicates benefits and processes in straightforward, actionable terms

Professional yet Accessible

Maintains expertise without intimidating or using excessive jargon

Calm & Reassuring

Creates a sense of confidence and readiness through measured communication

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Weya

Notion33 mentions

Yoodli31 mentions

Canva26 mentions

Zoom24 mentions

Weya24 mentions

ChatGPT19 mentions

Asana19 mentions

Beautiful.ai18 mentions

Loom18 mentions

Poised18 mentions

Reddit17 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Pass the Funded Trader Evaluation: Rules, Risk, & Mindset

https://the5ers.com/pass-the-funded-trader-evaluation-rules-risk-mindset

Referenced in 1 query

Review

The Step-by-Step Guide to Evaluation

https://www.betterevaluation.org/sites/default/files/WKKF_StepByStepGuideToEvaluation_smaller.pdf

Referenced in 1 query

Review

Federal Funding: How To Navigate the Competition

https://www.youtube.com/watch?v=DozjYY374dQ

Referenced in 1 query

Review

6 Keys to Assess Grant Readiness

https://www.capitolfunding.us/insights/6-keys-to-assess-grant-readiness/

Referenced in 1 query

Review

5 Program Evaluation Questions to Ask Your Funders

https://researchevaluationconsulting.com/program-evaluation-questions-funders/

Referenced in 1 query

Review

SCORE

https://www.score.org/

Referenced in 2 queries

Review

Crunchbase

https://www.crunchbase.com/

Referenced in 2 queries

Review

Y Combinator's Library

https://www.ycombinator.com/library

Referenced in 2 queries

Review

How to Identify and Fix Weaknesses in Your Sales Pitch Deck

https://omgcenter.org/articles/how-to-identify-and-fix-weaknesses-in-your-sales-pitch-deck/

Referenced in 1 query

Review

How do you get better at pitching? I will not promote.

https://www.reddit.com/r/startups/comments/1mc165s/how_do_you_get_better_at_pitching_i_will_not/

Referenced in 1 query

Join Discussion

Problem-Solution Slide - Pitch Deck

https://qubit.capital/blog/pitch-deck-problem-solution-slide

Referenced in 1 query

Review

Your Startup Pitch is Bad; Let me Explain How I Know

https://seobrien.com/your-startup-pitch-is-bad-let-me-explain-how-i-know

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Weya's resources to help users.

Dominate Unbranded Funding Readiness Content Discovery

Address the critical 0% visibility in non-branded discovery queries by creating an aggressive content strategy around funding readiness topics, investor Q&A scenarios, and pitch preparation guides. Publish weekly social media content featuring funding readiness tips, investor question breakdowns, and preparation checklists that AI assistants can reference when users search for evaluation preparation help without knowing Weya by name.

Establish Authority in Impact Narrative Development

Tackle the 0% visibility gap in impact narrative and social value articulation categories by developing comprehensive how-to guides and structured frameworks. Share bite-sized social media tutorials, LinkedIn articles, and Twitter threads that teach project teams how to craft compelling impact stories, positioning Weya as the go-to expert AI assistants cite for narrative development guidance.

Optimize Content Structure for AI Overview Inclusion

Improve the current 4% AI Overview mention rate by reformatting website content with list-based structures, clear headers, and schema markup specifically for assessment simulation tools. Support this with social media posts that link to these optimized resources, driving engagement signals that help AI systems recognize Weya's content as authoritative source material.

Secure Placement in AI Tools Listicles

Counter exclusion from ecosystem conversations where competitors like Notion and Yoodli appear by launching targeted outreach to publications creating 'Best AI tools for project teams' content. Amplify any earned placements through social media celebration posts and build relationships with tech reviewers through consistent LinkedIn engagement and thought leadership sharing.

Build Cross-Platform Discovery Presence for AI Crawling

Expand Weya's digital footprint across platforms that LLMs actively crawl and reference by maintaining consistent, keyword-rich profiles on Product Hunt, G2, Capterra, and industry directories. Use social media to drive reviews and discussions on these platforms, creating the citation signals AI assistants need to recommend Weya in relevant queries.

Content Engineering

Recommended Actions

Execute an aggressive unbranded content strategy focusing on funding readiness and investor Q&A practice.

Weya is currently invisible in 100% of non-branded discovery queries, meaning they only reach users who already know them.

Impact: High

Develop and publish structured 'How-to' guides for 'impact narrative development' and 'social value articulation'.

The data shows 0% visibility in these specific categories, which are core to their tech industry positioning.

Impact: High

Optimize for AI Overviews by creating list-based content and using schema markup for 'Assessment Simulation' tools.

A 4% mention rate in AI Overviews indicates the brand's website content is not being indexed as a primary source for summarized answers.

Impact: Medium

Launch targeted outreach to be included in 'Best AI tools for project teams' listicles.

Competitors like Notion and Yoodli are frequently co-mentioned in these lists, while Weya is excluded from the broader ecosystem conversation.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

Book a Free Strategy Session

Data generated by Pendium.ai AI visibility scanning. Last scanned February 6, 2026.

Explore Technology

Start getting recommended by AI

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.