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This is an AI Presence Index reading: how 7 AI models describe this person when asked, scored 0–100 across presence, prominence, accuracy and sentiment. Run one on your own name free →

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Reading · AI Presence Index

Cleo Abram

Mid reading. The models recognize you, but you're not the answer they reach for first.

UnverifiedNames can be shared. A scan with role and field verifies the models are describing the right Cleo.
Scanned2026-10-01
Models5/7
SourceHeuristic
IdentityUnverified
PARTIAL
0
0–100 · weighted across models

Why this score

The composite blends four signals across 5 models. Here's what's moving it.

PresenceWhether the models mention you at all, across all three question types. The biggest factor (30%).
39

Mentioned by 5 of 5 models.

ProminenceWhen you're mentioned, how early and central you appear in the answer (25%).
78

When mentioned, usually appears near the top.

AccuracyWhether models cite concrete specifics about you versus vague hedging (25%).
56

Some specifics, some hedging.

SentimentWhether the framing around you reads positive, neutral, or negative (20%).
50

Framing is broadly neutral.

One reading per model

7 models
ChatGPT22%
0
Presence50
Prominence100
Accuracy68
Sentiment50
Perplexity20%
0
Presence50
Prominence100
Accuracy68
Sentiment50
Claude18%
0
Presence0
Prominence0
Accuracy0
Sentiment50
Gemini16%
0
Presence50
Prominence100
Accuracy84
Sentiment50
Lower-weight cohort3
DeepSeek
Failed
Grok7%
0/100
Meta AI
Failed

Top fixes · highest impact first

  1. Priority 01

    Create or claim a Wikipedia presence

    High impact

    Models with a knowledge cutoff lean heavily on Wikipedia. A notable, well-cited Wikipedia article is the single highest-leverage source for being mentioned at all.

  2. Priority 02

    Sharpen your LinkedIn headline and About section

    High impactIndex Agent drafts this →

    LinkedIn is the top crawled professional source. Use a specific role + outcome (e.g. "Founder of X, helping Y do Z"), not generic adjectives. Add structured data: company, dates, location.

  3. Priority 03

    Add Person schema.org JSON-LD to your personal site

    Medium impactIndex Agent does this →

    Models pull structured data from your site to disambiguate you from people with similar names. Include sameAs links to LinkedIn, GitHub, Crunchbase, X.

  4. Priority 04

    Use one canonical bio across all platforms

    Medium impact

    Inconsistent bios across LinkedIn, Crunchbase, company pages and X cause models to hedge. Pick one 2-sentence bio and use it verbatim everywhere.

  5. Priority 05

    Publish 3 high-signal posts on a single topic

    Medium impact

    Sentiment improves when sources describe you in concrete positive terms. Pick one narrow topic, write 3 substantive posts (LinkedIn essays or your blog), and let citations accrue.

What each model said

How the score works →

We probe every model the same way, then read four signals off the answers. Here is what each one actually returned about Cleo Abram.

ChatGPTmentioned in 1 of 367answers ↓
How it describes themmentioned · near the top

Cleo Abram is an American technology journalist and video creator. She previously worked at **Vox**, where she was a producer and correspondent involved in technology and science coverage, including the YouTube …

Full answer

Cleo Abram is an American technology journalist and video creator. She previously worked at **Vox**, where she was a producer and correspondent involved in technology and science coverage, including the YouTube series **_Glad You Asked_**. She is now an **independent creator and host of _Huge If True_**, a video series and media project about emerging technology, science, and ideas that could improve the future. Her notable work includes explanatory reporting on topics such as artificial intelligence, climate technology, space, and biotechnology, presented primarily through online video.

Where it ranks them among peersnot mentioned
Whether it recommends themnot mentioned
Perplexitymentioned in 1 of 367answers ↓
How it describes themmentioned · near the top

Cleo Abram is a **video journalist** and independent creator who makes optimistic explainers about **technology** and **science**.[1][2][3] She previously worked at **Vox**, where she produced for Netflix’s *Ex …

Full answer

Cleo Abram is a **video journalist** and independent creator who makes optimistic explainers about **technology** and **science**.[1][2][3] She previously worked at **Vox**, where she produced for Netflix’s *Explained*, co-hosted *Glad You Asked*, and hosted Vox’s daily show *Answered*.[1][18] Her current role is as the creator and host of **Huge If True**, a show on YouTube and TikTok focused on emerging technologies and how they could improve the world.[1][3][9] Notable work associated with her includes *Explained*, *Glad You Asked*, *Answered*, and *Huge If True*, where she has covered topics such as robotics, quantum computing, supersonic flight, and CERN.[9][15]

Where it ranks them among peersnot mentioned
Whether it recommends themnot mentioned
Claudementioned in 1 of 310answers ↓
How it describes themno information

# Cleo Abram I don't have reliable current information about Cleo Abram in my training data. While I'm aware the name is associated with technology journalism, I don't want to provide details I'm not confident a …

Full answer

# Cleo Abram I don't have reliable current information about Cleo Abram in my training data. While I'm aware the name is associated with technology journalism, I don't want to provide details I'm not confident about, as biographical information and current roles can change. For accurate, up-to-date information about their background, current position, and notable work, I'd recommend: - Checking their official website or social media profiles - Looking at recent bylines or credits - Visiting journalism databases or professional profiles If you have specific questions about their work, I'm happy to help if you provide more context.

Where it ranks them among peersnot mentioned
Whether it recommends themnot mentioned
Geminimentioned in 1 of 371answers ↓
How it describes themmentioned · near the top

**Cleo Abram** is a technology journalist, video producer, and creator known for explaining complex tech and future-oriented topics in an accessible, optimistic way. Here is a concise summary of her background, …

Full answer

**Cleo Abram** is a technology journalist, video producer, and creator known for explaining complex tech and future-oriented topics in an accessible, optimistic way. Here is a concise summary of her background, current role, and notable work: * **Background:** Abram studied journalism and media. She gained prominence as a video producer and journalist for *Vox*, where she created and hosted explanatory videos on a wide range of science, technology, and culture topics. * **Current Role:** She is an independent digital creator and journalist. She produces short- and long-form video content distributed primarily across YouTube, TikTok, and Instagram, focusing on how emerging technologies will shape the future. * **Notable Work:** * *Vox:* While at Vox, she was a key creator behind many of their most popular tech- and science-focused explainer videos. * *“Huge If True”:* She is the creator and host of this ongoing video series/brand, which explores optimistic futures driven by science and technology (covering topics like nuclear fusion, carbon capture, and advanced aerospace). * **Focus Areas:** Her journalism frequently explores climate tech, artificial intelligence, space exploration, and scientific innovation, often emphasizing solutions-oriented storytelling.

Where it ranks them among peersnot mentioned
Whether it recommends themnot mentioned
Grokmentioned in 1 of 367answers ↓
How it describes themmentioned · near the top

Cleo Abram is a technology journalist and video creator specializing in explanatory content about emerging tech. She previously worked at Vox Media as a producer and correspondent, contributing to video serie …

Full answer

Cleo Abram is a technology journalist and video creator specializing in explanatory content about emerging tech. She previously worked at Vox Media as a producer and correspondent, contributing to video series on science and innovation. She now runs an independent YouTube channel under her name, where she hosts the series *Huge If True*, covering topics like AI, biotech, and space exploration through interviews and demos.

Where it ranks them among peersnot mentioned
Whether it recommends themnot mentioned
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