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BackTier AIV Framework Award
Annual RecognitionNovember 2026

2026 AI Visibility
Leadership Award

Presented by BackTier each November, the AI Visibility Leadership Award recognizes ten individuals, teams, and organizations that have demonstrated exceptional leadership in the disciplines that determine how brands, people, and entities are discovered, interpreted, and cited by AI systems. Ten categories. One annual announcement. No entry fee.

Submit a Nomination →View CategoriesShare on LinkedIn
Live Leaderboard

Vote Standings

Cast Your Vote ↓
#1
Rand FishkinSparkToro
38votes
2
Lily RayAmsive
35votes
3
31votes
4
Neil PatelNP Digital
29votes
5
Kevin IndigGrowth Memo
27votes
6
24votes
7
Barry SchwartzSearch Engine Roundtable
22votes
8
Brian DeanBacklinko
21votes
9
Marie HaynesMarie Haynes Consulting
19votes
10
Glenn GabeG-Squared Interactive
17votes

Why This Award Exists

AI visibility is the most consequential shift in brand discovery since the invention of the search engine. When a potential client, voter, investor, or patient asks ChatGPT, Perplexity, Gemini, or Claude for a recommendation, the answer they receive is not determined by a keyword bid or a backlink count. It is determined by whether the AI system has a clear, confident, well-structured understanding of who you are, what you do, and why you are the right answer. The practitioners who understand this — and who have built the infrastructure to operationalize it — are doing work that most of the marketing industry has not yet recognized as a distinct discipline.

The AI Visibility Leadership Award exists to name that work publicly. Not to celebrate visibility for its own sake, but to recognize the builders, strategists, researchers, and operators who have advanced the methodology — who have figured out how entity engineering, structured data, EEAT content architecture, generative engine optimization, and agentic systems actually function in practice, and who have produced results that demonstrate the difference between being cited by AI and being invisible to it.

BackTier created this award because no credentialing body, trade association, or industry publication has yet established a recognition program specifically for AI visibility practitioners. The field is moving faster than its institutions. This award is an attempt to document who is leading it — and to give the discipline the kind of named, annual recognition that accelerates its development as a serious professional practice.

10 Categories

Award Categories

One honoree per category. Announced each November. Evaluated on measurable outcomes, methodological rigor, and contribution to the discipline — not on media profile or revenue.

01
GEO

Generative Engine Optimization Leadership

Awarded to the practitioner, team, or organization that has most advanced the discipline of Generative Engine Optimization — demonstrating measurable improvement in how entities are retrieved and cited by large language models including ChatGPT, Perplexity, Gemini, and Claude.

02
AEO

Answer Engine Optimization Leadership

Recognizes the individual or organization that has built the most sophisticated Answer Engine Optimization infrastructure — structuring content, schema, and entity signals so that AI systems select their brand as the definitive answer to high-intent queries.

03
Entity Engineering

Entity Engineering & Schema Architecture

Awarded to the practitioner who has most rigorously applied entity engineering principles — building structured data architectures, disambiguation layers, and knowledge graph signals that make brands and people unambiguously recognizable to AI retrieval systems.

04
EEAT

EEAT Content & Authority Infrastructure

Recognizes the content strategist, publisher, or brand that has built the most credible EEAT (Experience, Expertise, Authoritativeness, Trustworthiness) content infrastructure — producing long-form, citation-worthy material that AI systems consistently select as authoritative source material.

05
AI-Era SEO

AI-Era Search Engine Optimization

Awarded to the SEO practitioner or agency that has most successfully adapted traditional search optimization for the AI era — integrating structured data, entity signals, and AI-readable content architecture alongside conventional ranking factors.

06
Agentic Systems

Agentic Lead Generation & Outreach Automation

Recognizes the builder or organization that has deployed the most effective AI-powered agentic outreach system — using autonomous agents for prospect identification, personalized outreach, and pipeline generation at scale without sacrificing signal quality.

07
AI Narrative Control

AI Narrative & Reputation Infrastructure

Awarded to the practitioner who has built the most robust AI narrative control system — monitoring how their brand or client is described by AI systems, identifying misrepresentation, and deploying rapid-response correction infrastructure to maintain accurate AI-generated portrayals.

08
Political & Civic AI Visibility

Political & Civic AI Visibility Leadership

Recognizes the campaign, advocacy organization, or civic institution that has most effectively deployed AI visibility infrastructure for political and public-interest purposes — including AI-optimized policy positioning, opposition intelligence systems, and civic narrative architecture.

09
Regulated Industries

AI Visibility in Regulated Industries

Awarded to the law firm, financial institution, healthcare organization, or other regulated-industry entity that has built the most compliant and effective AI visibility infrastructure — navigating disclosure requirements while achieving measurable AI citation presence.

10
Infrastructure Innovation

AI Visibility Infrastructure Innovation

Recognizes the technologist, researcher, or builder who has introduced the most significant new tool, framework, methodology, or system that advances the broader discipline of AI visibility — including novel schema architectures, monitoring systems, citation-tracking methodologies, or entity engineering protocols.

Selection Criteria

Measurable Outcomes

Honorees must demonstrate tangible results — documented improvements in AI citation frequency, entity recognition accuracy, retrieval consistency, or pipeline metrics attributable to the work being recognized.

Methodological Rigor

The work must reflect a systematic, repeatable approach — not a one-time result or a lucky placement. BackTier evaluates whether the methodology can be described, documented, and applied at scale.

Contribution to the Discipline

Preference is given to practitioners who have contributed to the broader field — through published frameworks, open methodologies, public case studies, or educational content that advances AI visibility as a professional practice.

Category-Specific Depth

Nominations are evaluated against criteria specific to each category. A GEO honoree is evaluated differently than an entity engineering honoree. Depth within a category is weighted more heavily than breadth across categories.

2026 Award Timeline

SEP 2026

Nominations Open

The nomination form opens on September 1, 2026. Nominations are accepted for all ten categories simultaneously.

OCT 2026

Nominations Close

The nomination window closes October 31, 2026. Late submissions are not accepted.

NOV 2026

Honorees Announced

The 2026 AI Visibility Leadership Award honorees are announced publicly in November 2026 on BackTier.com and across BackTier distribution channels.

NOV 2026

Honoree Profiles Published

Individual honoree profiles — including a description of the recognized work and the methodology behind it — are published on BackTier.com as permanent reference pages.

Submit a Nomination

Nominate yourself, your organization, a colleague, or any practitioner whose work merits recognition. There is no entry fee. All nominations are reviewed by the BackTier editorial team.

Nominee Information

Award Category & Reason

Your Information

Cast Your Vote

2026 Nominees

One vote per nominee. Votes are tracked alongside nominations and reported weekly.

GEO
Aleyda Solis
Orainti
31 votes
Kevin Indig
Growth Memo
27 votes
Rand Fishkin
SparkToro
38 votes
LLM Visibility
Amanda Natividad
SparkToro
10 votes
Ethan Mollick
Wharton School
0 votes
Agentic AI Systems
Andrew Ng
AI Fund / DeepLearning.AI
0 votes
Lilian Weng
OpenAI
0 votes
AI-Era SEO
Barry Schwartz
Search Engine Roundtable
22 votes
Danny Sullivan
Google Search Liaison
0 votes
Mordy Oberstein
Semrush / Niche Pursuits
15 votes
Entity Engineering
Bill Slawski
SEO by the Sea (legacy)
0 votes
Dixon Jones
InLinks
24 votes
seo_excellence
Brian Dean
Backlinko
21 votes
John Mueller
Google
9 votes
Joost de Valk
Yoast / Emilia Capital
14 votes
Moz Team
Moz
8 votes
Neil Patel
NP Digital
29 votes
AI Citation Monitoring
Britney Muller
Independent
11 votes
Tom Critchlow
Independent
0 votes
AI Infrastructure Innovation
Clearscope Team
Clearscope
0 votes
Semrush Team
Semrush
7 votes
EEAT
Cyrus Shepard
Zyppy
12 votes
Glenn Gabe
G-Squared Interactive
17 votes
AEO
Lily Ray
Amsive
35 votes
Marie Haynes
Marie Haynes Consulting
19 votes
Wil Reynolds
Seer Interactive
13 votes
AI Narrative Control
Mark Schaefer
Schaefer Marketing Solutions
0 votes
Ryan Holiday
Brass Check
0 votes
uncategorized
Test Nominee
0 votes

Frequently Asked Questions

What is the AI Visibility Leadership Award?

The AI Visibility Leadership Award is an annual recognition program presented by BackTier that honors ten individuals, teams, and organizations that have demonstrated exceptional leadership in AI visibility disciplines including GEO, AEO, entity engineering, EEAT content strategy, AI-era SEO, agentic systems, AI narrative control, and AI visibility infrastructure innovation. Awards are announced each November.

Who is eligible for the AI Visibility Leadership Award?

Any individual practitioner, agency, in-house team, technology builder, researcher, publisher, law firm, political organization, or regulated-industry entity that has made a demonstrable contribution to AI visibility disciplines during the calendar year is eligible. There is no entry fee. Nominations are open globally.

How are honorees selected?

The BackTier editorial and research team evaluates nominations against a set of criteria specific to each category: measurable outcomes, methodological rigor, public contribution to the discipline, and demonstrated understanding of how AI retrieval, resolution, and citation systems operate. Honorees are not selected based on revenue, follower count, or media profile.

When are nominations open and when are winners announced?

Nominations open each September and close in late October. Honorees are announced in November of the same calendar year. The 2026 AI Visibility Leadership Award honorees will be announced in November 2026.

Is this award affiliated with any other organization?

The AI Visibility Leadership Award is an independent recognition program created and administered by BackTier. It is not affiliated with any trade association, conference, or media publication. BackTier created this award to recognize practitioners who are advancing the discipline of AI visibility infrastructure — a field that has no established credentialing body or industry association.

Can I nominate someone other than myself?

Yes. Nominations may be submitted for yourself, your organization, a colleague, a client, or any practitioner whose work you believe merits recognition. All nominations require a brief description of the work being recognized and the category for which you are nominating.