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Algorithmic analysis of EEAT signals
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E
E-E-A-T pillar

Expertise

Expertise

Demonstration of deep formal or technical knowledge.

16signals
7high impact
Why this pillar matters for Google

Expertise measures the depth and accuracy of the knowledge demonstrated. Google assesses the author's competence on the topic: complete coverage, technical precision, and a clear link between the content and an identifiable person or organization.

On sensitive topics (health, finance, law), formal qualifications carry more weight. Structured data (author, FAQ) and a polished author page help engines, classic and generative alike, connect expertise to its content.

The 16 signals of the Expertise pillar
№ 16 Dp Degree Mention of academic qualifications relevant to the topic. Quick preview → № 17 Cf Certification A recognized professional certification (Google, AWS, professional body, etc.). Quick preview → № 18 Pb Publication An academic article, book or professional publication by the author. Quick preview → № 21 Sp Specialization A clearly claimed niche or subfield of expertise. Quick preview → № 22 Mc Main content quality Effort, originality, skill and depth demonstrated in the main content (MC). Quick preview → № 23 Dn Proprietary data An original statistic, study or survey produced by the author. Quick preview → № 30 Pr Technical proof A formal demonstration, calculation, code or benchmark. Quick preview → № 19 Cf2 Speaker A speaking appearance at an event in the field. Quick preview → № 20 Xp Years of XP Explicit mention of the number of years practicing in the field. Quick preview → № 24 Tx Technical lexicon Confident use of specialized vocabulary, defined where needed. Quick preview → № 25 Sc Explanatory diagram An original diagram designed by the author to clarify a concept. Quick preview → № 26 Bp Best practice Recommendations drawn from the field's consensus. Quick preview → № 28 Co Comparison A rigorous comparison table between market options. Quick preview → № 29 Fa Expert FAQ Frequently asked questions answered with technical precision. Quick preview → № 31 Op Reasoned opinion A clearly owned and justified personal position. Quick preview → № 32 Vt Active monitoring Reference to the latest developments and publications in the field. Quick preview →
Common mistakes to avoid
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Producing shallow content that skims without ever answering in depth.

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Publishing with no identified author or bio page linking the knowledge to a person.

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Neglecting the structured data (Person, FAQPage) that qualifies expertise.

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Letting information age with no update or revision date.

Explore the other pillars
E Experience 14 signals · Experience A Authoritativeness 17 signals · Authority T Trustworthiness 21 signals · Trust