Llama Visibility

Llama AI Visibility: Track Your Brand in Meta AI

Llama is Meta's open-weight model family, and it is what powers Meta AI inside WhatsApp, Instagram, and Messenger - reaching billions of people who never open a dedicated chat app. AskRank tracks how often Llama recommends your SaaS brand across those surfaces alongside ChatGPT, Gemini, and 6 other AI engines.

Free plan includes Llama tracking. No credit card.

Live dashboard

Your AI visibility, on one dashboard

Every number you see below is what AskRank surfaces for your brand - automatically, across every major AI engine, every day.

Dashboard Pro plan

Visibility Score

68%
+14% vs last month

Across all 8 LLMs, 75 prompts

Competitor Comparison

You
68%
Rival A
52%
Rival B
41%
Rival C
28%

30-day Trend

+14%
ChatGPT

ChatGPT

72%

Claude

Claude

65%

Perplexity

Perplexity

71%

Gemini

Gemini

62%

Top Citations

producthunt.com

Cited in 34 answers

34x

reddit.com

Cited in 29 answers

29x

indiehackers.com

Cited in 27 answers

27x

g2.com

Cited in 19 answers

19x

techcrunch.com

Cited in 17 answers

17x

capterra.com

Cited in 14 answers

14x

saasworthy.com

Cited in 12 answers

12x

medium.com

Cited in 10 answers

10x

stackshare.io

Cited in 8 answers

8x
HOW IT WORKS

How AskRank tracks Llama

AskRank queries Llama 4 Scout (Meta's cheaper, faster Llama 4 variant) via OpenRouter for your prompt set on the same schedule as your other tracked engines. Because Llama is open-weight, many products run their own fine-tuned or distilled version, so what "Llama recommends" can vary by deployment - we track the same reference model consistently so your visibility trend stays comparable over time. We parse Llama responses for brand mentions, position, and sentiment, then cross-reference against ChatGPT to flag when your Llama visibility diverges - a signal that Meta's fine-tuning and safety layers are shaping recommendations differently than OpenAI's.

Model used

Llama 4 Scout via OpenRouter - Meta's cheaper, faster Llama 4 variant, used at high volume for supplemental coverage

Why Llama matters

Llama powers Meta AI inside WhatsApp, Instagram, and Messenger - billions of people get product recommendations from Llama without ever opening a dedicated chat app.

Open-weight distinction

Because Llama is open-weight, many products run their own fine-tuned or distilled version, so "being recommended by Llama" is really a family of related surfaces, not one single app.

Availability

Included on AskRank's Starter tier and above.

WHY IT MATTERS

Why Llama visibility matters for your SaaS

Your potential customers are asking Llama for product recommendations every day. Here is what that means for indie SaaS founders.

Meta AI, powered by Llama, is embedded directly inside WhatsApp, Instagram DMs, and Messenger - reaching an audience that never opens ChatGPT or Perplexity at all.

Because Llama is open-weight, dozens of third-party products run their own version - so "being recommended by Llama" is really a family of related surfaces, not one single chat app.

Founders who optimize content for ChatGPT often assume it transfers automatically to Llama - it frequently does not, since Meta's fine-tuning and safety layers shape recommendations differently.

FAQ

Frequently asked questions

Quick answers about how AskRank tracks Llama visibility.

On a schedule that matches your plan - from once a day on Free and Starter up to 5 times a day on Team. Every check runs multiple prompt samples, since Llama answers are not deterministic.

Yes. Up to 5 competitors run on the exact same prompt set as your brand, auto-suggested from a database of 5,000+ AI-era tools during onboarding.

Yes - the same dashboard also covers ChatGPT, Perplexity, Gemini, and Claude, so you get one visibility score per platform instead of checking each one separately.

Between 10 and 1000 depending on your plan, AI-generated from your domain and product category during onboarding - the free plan starts at 10.

Yes. AskRank sends an email (and Telegram on Pro and above) alert the moment your visibility drops more than 10%, deduplicated so you are not flooded with repeat pings.

Start tracking Llama visibility today

AskRank runs your prompts across Llama and three other AI assistants, logs every result, and shows your visibility trend - so you can act on data, not guesswork.

Get started free

Free plan available. View all plans.