#4 in United Kingdom healthcare·Benchmark data
Nuffield Health 81Bupa 79GSK 78
71/100
Signal score across 5 models

AstraZeneca

astrazeneca.com
Last scanned Mar 20, 2026, 06:33 PM

AstraZeneca is a prominent pharmaceutical company based in the UK, known for its significant contributions to healthcare, especially during the COVID-19 pandemic.

Industry: Legal services

law firmlegalprofessional services

The 5 rank signals?What is it: Your Signal Score is built from five dimensions based on how AI models perceive and represent you.
Why it matters: These signals determine how AI recommends you to potential customers.
What you can do: Click each signal to see details and what drives the score.

1. Visibility
89/100

How often AI mentions you

2. Sentiment
69/100

How positively AI frames you

3. Consistency
74/100

How aligned models are

4. Authority
91/100

How strong your sources are

5. Risk
34/100

Reputation flags detected

Click a signal for details

When someone asks ChatGPT, Perplexity, or Claude for a recommendation in your space what do they say? Do they mention you? Do they get the facts right? Do they trust you enough to recommend you?

This report gives you the answers. Five leading AI models were asked about AstraZeneca, and their responses were analysed across five rank signals that make up your Signal Score (71/100).

Use the sections on the left to explore what drives your score and what you can do about it.

Competitor comparison?What is it: How your brand compares to competitors mentioned by AI models.
Why it matters: Relative positioning shows where you lead or trail in AI perception.
What you can do: Scan a competitor to track their signals over time.

GS

GSK

direct competitor

Competing law firm in similar practice areas.

NO

Novartis

direct competitor

Competing law firm in similar practice areas.

Signal score over time

Track how you compare to competitors week by week.

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AstraZeneca GSK Novartis

Top claims driving AI answers?What is it: The most common statements AI models make about your brand, deduplicated and tagged.
Why it matters: These claims shape how customers perceive you through AI-generated answers.
What you can do: Dispute inaccurate claims or reinforce positive ones through your content.

ClaimiA statement or assertion AI models make about your brand when answering queries.SentimentiThe emotional tone of the claim: positive, neutral, or negative.CoverageiHow many of the 5 AI models mention this specific claim.PriorityiHow important this claim is for your brand perception. Based on coverage and sentiment.
AstraZeneca played a crucial role in developing a COVID-19 vaccine, enhancing its visibility and reputation.positive5/5high
The company is recognized for its strong research and development capabilities in the pharmaceutical industry.positive5/5high
There have been concerns and controversies related to the side effects and distribution of its COVID-19 vaccine.positive5/5medium

What each model says?What is it: How each AI model individually scores and describes your brand.
Why it matters: Different models use different data and reach different audiences.
What you can do: Focus on models where your score is lowest or your audience is largest.

ChatGPT
85/100

AstraZeneca is a prominent pharmaceutical company based in the UK, known for its significant contributions to healthcare, especially during the COVID-19 pandemic. The company is generally perceived positively due to its innovative research and development efforts, although it has faced some controversies regarding vaccine distribution and side effects.

Sources?What is it: Where AI models pull information about your brand when generating answers.
Why it matters: Source quality directly impacts your Authority and Consistency scores.
What you can do: Improve owned content and fill coverage gaps to strengthen your signals.

Source mix

Breakdown of where AI models get their data about you.

Own domains
3%
Third party
5%
UGC and forums
2%

Recommended actions?What is it: Prioritized steps to improve your rank signals, based on evidence from this scan.
Why it matters: Each action targets a specific signal where improvement has the most impact.
What you can do: Start with high-impact actions and track progress in your next scan.

ActioniA specific step you can take to improve one of your rank signals.GapsiWhether this action addresses a content gap (missing topics) or a source gap (missing publications).Target signaliWhich of the 5 rank signals this action is designed to improve.ImpactiThe expected effect on your score if you complete this action.
Publish comprehensive practice area pages on astrazeneca.comContent1. visibilityhigh

Publish comprehensive practice area pages on astrazeneca.com

Suggested by:ChatGPTPerplexityClaudeGeminiGrokTargets: visibility
Generate templatePRO
Increase presence on legal directories like Chambers and Legal 500Content4. authorityhigh

United Kingdom healthcare ranking

#1Nuffield Health81#2Bupa79#3GSK78#4AstraZeneca76

How does your brand compare to AstraZeneca?

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