0Queries AI-Mediated
0AI Overview Users
0Google AI Search Share
0Zero-Click Rate
0AI Search YoY Growth
0Voice Devices Active
AI-Native Search Market Share (Q1 2026)

Google dominates overall but holds only 55% of AI-specific queries

Google AI
55%
Perplexity
18%
Microsoft Copilot
15%
SearchGPT
10%
Others
2%
The Authority Gap

Top 10% of publishers capture 70% of all AI citations

0Leaders
12+ mo
0Early
3-6 mo
0Late
Starting
0None
SEO only
Platform Signal Matrix

Each AI engine weighs different signals — no single optimization fits all

SignalGoogleGeminiChatGPTPerplexity
Citation Rate67%52%89%
Brand Recognition92%71%78%85%
Topic Authority85%68%82%79%
Freshness70%75%88%91%
Schema Reliance95%50%45%30%
Corroboration88%65%72%80%
Anthropic Claude: Platform Scale

Claude grew from $1B to $14B annualized revenue in 14 months

Monthly Web Visits (Feb 2026)287.9M
Monthly Active Users (Feb 2026)12.5M
Annualized Revenue (Feb 2026)$14B
Revenue Growth (Dec 2024 → Feb 2026)$1B → $14B
Claude Code ARR (Feb 2026)$2.5B
Valuation (Series G, Feb 2026)$380B
Zero-Click Impact

AI answers are absorbing the majority of informational queries

Informational82%
Commercial AI Answers40%
Traditional Search (Gartner)-25%
Local AI Answer Rate80%
Voice Search

Voice commerce is projected to become an $80 billion market by 2027

Devices Active4.2B
Daily Queries (Google)5B
Commerce by 2027$80B
YoY Growth+72%
OpenAI: ChatGPT at Scale

49% of ChatGPT messages are "Asking" — the world's largest answer engine

Weekly Active Users800M+
Messages That Are "Asking"49%
Business Customers1M+
Enterprise Seat Growth (YoY)9x
Enterprise Messages Growth (YoY)~8x
Worker Time Saved per Day40-60 min
Google: AI Overviews Scale

AI Overviews drive a 10%+ increase in search usage where they appear

AI Overview Users1B+
Countries & Territories200+
Languages Supported40+
Search Usage Increase (with AIO)+10%
Annual Searches5T+
Source: Google Blog
Perplexity: Query Growth

3.4x query growth in one year — from 230M to 780M monthly queries

Monthly Queries (May 2025)780M
Monthly Queries (Mid-2024)230M
Growth Multiplier3.4x
Active Users22M
Source: Perplexity
Stanford HAI: AI Index 2025

78% of organizations now use AI, up from 55% in 2023 — adoption is accelerating

Organizations Using AI (2024)78%
GenAI Enterprise Adoption33% → 71%
US Private AI Investment (2024)$109B
Notable AI Models from Industry60% → 90%
Training Compute Doubling Rate~5 months
McKinsey: AI Search as the New Front Door

50% of consumers now intentionally seek out AI search — #1 source for buying decisions

Consumers Using AI Search Intentionally50%
US Revenue Through AI Search by 2028$750B
Google Searches with AI Summaries50%
Expected AI Summary Coverage by 202875%+
Traffic Decline for Unprepared Brands-20-50%
Anthropic: Economic Impact of AI

52% of Claude usage augments human work — AI is a tool, not a replacement

Augmentation vs Automation52% vs 45%
Jobs with 25%+ AI Task Exposure49%
Avg Task Value on Claude$47.90/hr
Unique Work Tasks Identified3,000+
Productivity Growth Estimate1.8%/yr
Google: AI Platform Scale (Q2 2025)

AI Overviews doubled to 2B users — Gemini app hit 450M MAU

AI Overview Monthly Users2B
AI Mode Monthly Users (US+India)100M
Gemini App Monthly Users450M
OECD: Global AI Adoption

AI firm adoption more than doubled in 2 years — from 8.7% to 20.2%

Firms Using AI (2025)20.2%
Firms Using AI (2023)8.7%
ICT Sector AI Adoption57.3%
Large Firms vs Small Firms52% vs 17.4%
AI VC Investment (2025)$258.7B
AI Share of All VC61%
Meta: Open-Source AI Scale

1B Llama downloads and 1B Meta AI users — open-source AI at unprecedented scale

Llama Model Downloads1B
Meta AI Monthly Active Users~1B
Download Rate~1M/day
Microsoft: Fortune 500 AI Agents

80% of Fortune 500 companies now use active AI agents

80% Fortune 500 companies using active AI agents (Nov 2025)
GenAI Job Vacancies Growth9x (2021-2024)
Adobe: AI as Research Channel

25% of customers now use ChatGPT as their top research tool — displacing brand sites

Customers Using AI as Top Tool25%
Content Ideation from GenAI76%
Would Try Brand AI Concierge43%
Content Interest Window2-5 sec
Pew Research: AI Adoption Trends

64% of U.S. teens use AI chatbots — but 50% of adults are more concerned than excited

U.S. Teens Using AI Chatbots64%
Teens Using for Info Search57%
Workers Using AI (2024→2025)16% → 21%
Adults More Concerned50%
Nielsen: AI-Powered Shopping

74% of shoppers use AI for product discovery — agentic commerce could hit $385B by 2030

Shoppers Using AI for Discovery74%
Agentic Commerce by 2030$190-385B
E-Commerce Market Share10-20%
LinkedIn: AI Workforce Transformation

1.3M new AI jobs in 2 years — 70% of job skills will change by 2030

New AI Jobs (2yr)1.3M
Job Skills Changing by 203070%
Skills Addition Rate Since 2022+140%
#1 Fastest-Growing SkillAI Literacy
OpenAI: How People Use ChatGPT

70% of consumer usage is personal — and adoption in low-income countries grows 4x faster

Usage: "Asking" (Info/Advice)49%
Usage: "Doing" (Tasks)40%
Consumer Non-Work Usage70%
Low-Income Country Adoption4x faster
Google: AI Infrastructure Scale

$15B committed for AI infrastructure in India alone — signaling global buildout

$15B Google AI infrastructure investment in India
Gemini API Daily Tokens1T+
Gemini App Monthly Users450M
ChatGPT Usage Patterns

Practical guidance and information seeking drive the majority of ChatGPT usage

Practical Guidance
29%
Seeking Information
24%
Writing
24%
General Info Search Growth (6mo)4.1% → 12.5%
AI Mode Usage Growth (May-Jul)0.25% → 1%
Avg Searches per ChatGPT Query2
Typical Search Length5-6 words
Source: OpenAI/Harvard (2025)
AI Overview CTR Impact

Click-through rates drop nearly in half when AI Overviews appear

CTR Drop with AI Overview15% → 8%
Clicks Within AI Overview Links1%
Session End with AI Answer26%
Session End Without AI16%
AI Overview Appearance Rate25%
YoY Organic CTR Drop-61%
Source: Pew Research (2025)
Open-Weight Inference Share

Chinese open-weight labs now route 45% of weekly OpenRouter traffic — from under 2% a year earlier

USA–China Best-Model Gap2.7%
Chinese Labs Share of OpenRouter Traffic45%+
One-Year Growth (OpenRouter Chinese share)<2% → 45%
Notable Models Produced (USA vs China, 2026)50 vs 30
Qwen vs Llama (Hugging Face downloads)Qwen ahead
Open-Source Enterprise Adoption 2026

60% of APAC organizations are building on open-source foundation models in 2026

APAC Orgs Building on Open-Source Models60%
DeepSeek V4 Pro Parameters (MoE)1.6T / 49B active
DeepSeek V4 Flash Parameters284B / 13B active
DeepSeek V4 LicenseApache 2.0
DeepSeek V4 Context Window1M tokens
DeepSeek-R1 AIME Score (pure RL training)15.6% → 71%
Pew: Americans See AI Summaries in Search

65% of US adults encounter AI summaries in search — 45% see them extremely often or often

US Adults Encountering AI Summaries65%
See Them Extremely Often or Often45%
Say They Are Extremely or Very Useful20%
Say They Are Somewhat Useful52%
Say They Are Not Too / Not at All Useful28%
Cloudflare: AI Crawler Share YoY Growth

GPTBot more than doubled, Meta crawler 8x'd, ClaudeBot up 67% YoY — AI bots now reach 39% of top 1M sites

GPTBot Share (Jul 2024 → Jul 2025)4.7% → 11.7%
ClaudeBot Share YoY6% → ~10%
Meta Crawler Share YoY0.9% → 7.5%
AI Bot Avg Share of HTML Requests (2025)4.2%
AI Bot Peak Share (late June 2025)6.4%
Top 1M Cloudflare Sites Accessed by AI Bots39%
Traffic Impact

The gap between AI-optimized and unprepared sites is widening fast

AI-Optimized+82%
Partially Optimized+55%
Non-Optimized+23%
Unprepared-68%
Agency vs In-House

Agencies deliver results 5-9x faster at a fraction of the cost

Agency Cost/yr$60-180K
In-House Cost/yr$280-450K
Agency → Citation45-90 days
In-House → Citation8-14 months
Delay Cost/mo+12-18%
Knowledge Graph

The foundational data structures powering every AI search answer

0 Facts in Google KG
KG Entities5B
Wikidata Items100M+
AI Search Adoption by Vertical

Technology leads adoption while local businesses lag behind

Technology
55%
Healthcare
48%
Finance
42%
Education
40%
E-Commerce
28%
Local Business
22%
By Region

AI search penetration varies dramatically by geography

S. Korea
52%
NA / W.EU
48%
India
18%
AI Readiness

Most industries are unprepared for the AI search transition

34%SaaS
22%Prof. Svc
18%E-Comm
11%Local Biz
8%Health/Legal
AI Search Trajectory

AI-mediated search nearly doubled in 6 months and shows no signs of slowing

Traditional Search (Gartner)-25% by 2026
SearchGPT Year-End 202612-15% share
Claude AI Usage Patterns

Coding dominates Claude usage at 36%, with education and science growing fastest

Coding Usage Share36%
Educational Tasks9.3% → 12.4%
Scientific Tasks6.3% → 7.2%
Citation vs Brave Organic Overlap86.7%
MAU Growth (Jan → Feb 2026)+49.15%
Conversion Rate (AI Referral)5%
YoY Growth

Every AI search modality is growing at double-digit or triple-digit rates

Total AI Search+94%
Enterprise+87%
Consumer+91%
Voice+72%
Image-Based+63%
Delay Cost

Every month of inaction compounds the cost of catching up

+12-18% Monthly compounding recovery cost for each month of AEO delay
B2B Buyers

The next generation of B2B decision-makers defaults to AI for vendor evaluation

72% Under-40 buyers consult AI during vendor evaluation
Source: AEO for B2B
Content Hub Impact

Consolidating fragmented content into authoritative hubs drives massive citation gains

+340% Citation rate after consolidating 800 posts into 120 hubs
Microsoft: Copilot Search Performance

Copilot delivers 73% higher CTRs and 33% shorter purchase journeys

CTR vs Traditional Search+73%
Conversion Rate Lift+16%
Shorter Customer Journeys33%
Purchases Within 30 Min+53%
AI Referral Traffic Spike (YoY)+357%
AI Referral Visits (Jun 2025)1.13B
McKinsey: Search Disruption Forecast

50% of Google searches already show AI summaries — projected 75%+ by 2028

Google Searches with AI Summaries50%
Projected AI Coverage by 202875%+
Traffic Loss for Unprepared Brands-20-50%
Revenue Through AI Search by 2028$750B
HBR: LLMs Overtaking Search

89% CTR decline for some publishers when AI summaries appear

CTR with AI Summary vs Without8% vs 15%
Worst-Case Publisher CTR Decline-89%
Product Page Traffic Decline-67%
Core Product Queries with AIO78%
Reuters Institute: Publisher Traffic Collapse

Google search traffic to publishers declined 33% globally — 38% in the US

Google Traffic to Publishers (Global)-33%
Google Traffic to Publishers (US)-38%
Expected Further Decline (3yr)-43%
Facebook Referrals (2.5yr)-43%
Google vs ChatGPT Referral Ratio500x
WEF: The Broken Bargain

AI crawlers request 28,400 pages for every single referral visit they send back

28,400:1 Pages crawled per referral visit sent back
AI Crawler Traffic Growth (2025)+19%
Largest Crawlers Volume Increase+300%
Deloitte: Enterprise AI Adoption 2026

85% of companies will customize AI agents — but only 20% seeing revenue growth

Productivity/Efficiency Gains66%
Deep Business Transformation34%
Achieving Revenue Growth from AIOnly 20%
Planning Agentic AI (2yr)75%
Will Customize AI Agents85%
Goldman Sachs: AI Investment & GDP

$527B in AI capex projected for 2026 — with 300M jobs globally exposed

AI Hyperscaler Capex (2026)$527B
Jobs Exposed Globally300M
US Productivity Boost~15%
GDP Impact Start2027
Google: Gemini API Scale

Gemini processes 1 trillion+ tokens per day — the largest AI API deployment

Daily Token Processing1T+
GPQA Diamond (Record)94.3%
Benchmarks Led (of 16)13
Coding Accuracy vs Prior+35%
Zero-Click & Session Behavior

93% of AI Mode searches end without a single external click

AI Mode Without Clicks93%
AI Overviews Without Clicks43%
AI Mode Sessions Without External Visits75%
Avg Time in AI Mode49 sec
Avg Time in AI Overviews21 sec
Time Comparing Brands/Products77 sec
Searches Ending Without Clicks (Bain)60%
Source: Bain (2025)
Adobe AI Referral Explosion

AI-referral traffic surged 1,200% YoY — and converts at +31% vs Google organic

YoY AI-Referral Traffic Surge (Oct 2025)+1,200%
Conversion Lift vs Google Organic+31%
Revenue per Visit vs Google Organic+254%
Worldwide AI Spending Forecast 2026

Gartner projects $2.52T in worldwide AI spending in 2026 — a 44% YoY jump

Worldwide AI Spending 2026$2.52T
YoY Growth (2025 → 2026)+44%
GenAI Model Investment Growth (2026)+80.8%
Worldwide IT Spending 2026$6.15T
Data-Center Investment (2026)$650B
Server Spend YoY Growth (2026)+36.9%
2026 AI Index — Technical Performance

OSWorld agent scores jumped from 12% to 66.3% in one year — multi-agent orchestration on track to $45B

OSWorld Agent Score YoY (2025 → 2026)12% → 66.3%
Compression of USA–China Gap>20 Arena pts / 3 generations
Multi-Agent Orchestration Market (2030)$45B
Multi-Agent Orchestration (baseline)$35B
Citation Rate by Entity Maturity

Structured entity graphs are the single biggest predictor of citation rate

Full Entity Graph 2yr+
67%
Entity Graph <1yr
34%
Plugin Schema Only
11%
No Structured Data
3%
Content Optimization Thresholds

The minimum benchmarks your content must hit to earn AI citations

Content Overlap = Zero Gain90%
Entity Consistency Target85%+
Schema Coverage Minimum80%
Content Depth Minimum60%
Context Precision Target80%+
Consistency Score Target95%
SearchGPT vs Google

OpenAI's search product outperforms Google for research-quality citations

62% Better-cited answers across 500 research queries
Market Share (6 months)10%
Growth Rate+15%/mo
Edge Market Share14%
Apple News Monthly Users100M
Brand Visibility Across AI Platforms

Your brand shows up differently across each AI engine — monitor all of them

Perplexity
38%
ChatGPT
28%
Gemini
22%
Brand Accuracy Gap34%
Misrepresentation Impact81%
Entity-First Brand Advantage

Entity-first brands earn 12x more AI citations and 3.2x more revenue

AI Citation Rate Multiplier12x
Revenue Growth Premium3.2x
Entity-Rich Content Advantage5.2x
Optimized vs Unoptimized Citations+132%
AI Answers Cite Top 3 Brands78%
Brands Operating Entity-First<5%
Fortune 500 AEO Adoption91%
Comprehensive AEO Strategy<12% of businesses
Citation Impact Multipliers

Full AEO implementation can drive up to 23x citation frequency

Schema Markup Impact2.3x
Entity Optimization7x
Full AEO Implementation13x
Citation Frequency Peak23x
Zero-Click Resolution76%
Entity-First Maturity by Industry

Less than half of any industry has adopted entity-first strategies

Technology & SaaS
52%
Financial Services
38%
E-Commerce
34%
Healthcare
28%
Professional Services
21%
AEO Investment ROI by Stage

Every stage of AEO investment delivers 3-15x returns

Schema Audit + Fix$2-5K → 3-5x ROI
Content Restructuring$5-15K → 4-7x ROI
Entity Graph Building$10-25K → 5-10x ROI
Named Framework Creation$3-8K → 6-12x ROI
Ongoing Optimization$2-5K/mo → 8-15x YoY
arXiv: LLM Citation Accuracy

LLMs cite half as many sources as traditional search — and get 60-73% wrong

LLM Citations per Response4.3 URLs
Traditional Search Citations10.3 URLs
ChatGPT Citation Error Rate73%
Grok Citation Error Rate94%
LLM vs Traditional Domain Overlap38%
Zero-Click with AI Overviews80%
OpenAI: Enterprise AI Shift

Enterprise AI usage grew 8x YoY with 19x growth in structured workflows

Enterprise Messages (YoY)~8x
Projects & GPTs Growth19x YTD
Avg Worker Messages Growth+30%
Enterprise Revenue Share40%+
arXiv: AI Search Source Divergence

AI engines cite 40-70% fresher content and heavily favor earned media over brand content

GPT-4o Domain Overlap with Google4.0%
Perplexity Overlap with Google15.2%
Content Freshness Advantage40-70%
Claude: Earned Media Citations65%
Google: Earned Media Citations41%
Anthropic: Usage Diversification

Usage spreading beyond early adopters — top states' share dropped from 30% to 24%

Top 10 Tasks Share24% → 19%
Coursework Share19% → 12%
Top 5 States Share30% → 24%
High-Tenure Success Boost+10%
GBP Optimization (Industry Avg)

Schema integration is the biggest gap — only 28% of businesses have it

Basic Info Filled
89%
Category Optimization
64%
Review Response Rate
52%
Description Quality
41%
Schema Integration
28%
Technical SEO Gaps

Technical SEO is chronically underfunded despite being the foundation of AI visibility

Budget Allocated to Technical<10%
Crawl Budget Wasted80%
Lab vs Field Data Gap>40%
Pages Lacking Schema15-30%
Ideal Crawl Budget

Most enterprise sites waste 80% of crawl budget on low-value pages

Revenue Pages60%
Supporting Content25%
Navigation10%
Waste Target<5%
In-House AEO Team Costs

Building in-house costs 2-3x more than agency engagement with slower results

AEO Strategist$120-160K/yr
Technical SEO Engineer$100-140K/yr
Content Specialist$70-90K/yr
Tool Licensing$2-5K/mo
Agency Engagement$10-15K/mo
AI Displacement Exposure$200K-1M/yr
Implementation Timelines

Quick wins in 30 days, but competitive recovery can take 2 years

Quick Wins
30 days
Schema Implementation
6 weeks
Standard Optimization
6 months
Citation Authority
14 months
In-House Ramp-Up
18 months
Competitive Recovery
24 months
Cloudflare Agent Readiness Baseline

Only 3.9% of the top 200,000 sites are ready for agents — the starting line is mostly empty

Top Sites Scanned (Cloudflare Radar)200,000
Sites with robots.txt (mostly pre-AI)78%
Sites Declaring AI Usage Preferences4%
Sites Supporting Markdown Content Negotiation3.9%
Sites with Valid MCP Server Card (globally)<15
Cloudflare Agent Readiness Score LaunchApr 17 2026
Agent Readiness Score Banding

Cloudflare's 14-signal audit bands every site into three maturity tiers — most land in Basic

Basic (0–39)Scannable only
Emerging (40–79)Publication-layer
Advanced (80+)Capability-layer
Dimensions Scored4
Individual Signal Checks14
Commerce Protocol Adoption (2026)

Google's Universal Commerce Protocol launched with 20+ retailers; Shopify, Salesforce, Adobe all committed

Google UCP Launch Signatories20+ retailers
Named PartnersShopify, Etsy, Walmart, Target, Wayfair
Shopify Agentic Storefronts LaunchWinter '26 Edition
Salesforce AI-Assistant Retail Traffic (H1 2025)+119%
Adobe Commerce Standards CommittedACP + UCP + MCP + AP2
Perplexity Agentic CheckoutShop Like a Pro / Instant Buy
OpenAI Agentic CheckoutBuy It in ChatGPT (ACP)
Agent Identity & Authentication Standards

Cloudflare's Web Bot Auth + IETF RFC 9421 form the cryptographic identity layer for verified agents

Web Bot Auth LaunchCloudflare (Apr 2026)
HTTP Message Signatures StandardIETF RFC 9421
OAuth Protected Resource MetadataIETF RFC 9728
MCP Server Card Discovery SpecAnthropic MCP
Sites Exposing Valid MCP Server Card<15 globally
AP2 (Agent Payments Protocol)Google-led standard
Web Almanac 2025: Core Web Vitals Pass Rates

56% desktop / 48% mobile pass overall CWV — mobile lags by 8 points across the composite score

Overall CWV Good (Desktop)56%
Overall CWV Good (Mobile)48%
LCP Good (Desktop)74%
LCP Good (Mobile)62%
INP Good (Desktop)97%
INP Good (Mobile)77%
CLS Good (Desktop)72%
CLS Good (Mobile)81%
Web Almanac 2025: Foundational Tag Adoption

Title tag adoption is near-universal at 98.62% desktop / 98.54% mobile — meta descriptions now also serve AI summarization eligibility

Desktop Pages with Title Tag98.62%
Mobile Pages with Title Tag98.54%
Desktop Adoption YoY98.0% → 98.62%
Mobile Adoption YoY98.2% → 98.54%
Meta Description RoleSERP + AI Summarization
Structured Data MaturitySEO Differentiator
Proprietary Data Asset Costs

Proprietary data creates moats that AI models cannot replicate from public sources

Industry Benchmarks$20-100K
Proprietary Indices$50-200K
Case Study Database$5-20K/entry
Tool-Generated Data$25-100K
Community Data Platform$10-30K
Visibility Decline Risk

Non-optimized sites face cascading visibility losses up to 94%

Minor Decline-27%
Moderate Decline-58%
Major Decline-71%
Severe Decline-82%
Critical Displacement-94%
Content Strategy Split

70% foundational context, 30% unique information gain — the optimal mix

Foundation Content70%
Unique Information Gain30%
Entity-First Standard By2028
Education: Faculty-Course2.8x at 80%+
Restaurant AI Reservations+35-55%
RAG & AI Model Behavior

AI models require 99.9% entity certainty before citing a source

RAG Retrieval Probability Increase+40-60%
RAG Hallucination Reduction70%
LLM Parameter Scale175B+
Entity Certainty Requirement99.9%
Answer Density Requirement70%
AI Citation Source Behavior

AI answers synthesize 3-8 sources but cite only 2-4 — front-loading matters

Typical Citations per AI Answer2-4 sources
Pages Synthesized per Answer3-8 sources
Perplexity Citations per Answer4-6 sources
Queries Bypassing Blue Links40%
Traditional Top Position Click Share30%
Prompt-Aligned Content Impact3-5x citations
AI Displacement Revenue Loss

Every month of inaction compounds recovery costs by 12-18%

Monthly Lost Revenue$30-50K/mo
Traffic Loss (18 months)15-25%
Algorithm Recovery Cost$50-200K
Citation Drift Fix Timeline3-5x longer
Early Adopter Cost Multiplier3-5x from late
Content Production Benchmarks

Maintaining existing high-performers delivers 3-5x better ROI than creating new content

Citation-Optimized Output15-20+ articles/mo
Optimal FAQ Pairs15-25 Q&A
Budget: New Content60-80%
Budget: Maintenance20-40%
Maintenance vs New ROI3-5x
AI Visibility Technical Impact

A single slow page or redirect chain can cut citations by 15-25%

Slow Page Citation Loss15-25%
Redirect Chain Authority Loss15-25%
Queries with AI Overviews30-50%
Publisher AI Traffic Growth (Q1)+15-25%
DSF Audit Variables450+
McKinsey: State of AI in Enterprise

~90% of organizations now regularly use AI, but only ~6% are true high performers

Organizations Regularly Using AI~90%
AI High Performers~6%
Baby Boomers Adopting AI SearchMajority
AI #1 Source for Buying DecisionsYes
Consumers Seeking AI Search50%
McKinsey: Agentic AI Adoption

23% of orgs scaling AI agents — but no function has more than 10% at scale

Scaling Agentic AI (1+ Function)23%
Experimenting with Agents39%
Max Scaling per Function<10%
EBIT from AI<5%
Any EBIT Impact Reported39%
Harvard Business School: AI Productivity

AI boosts output quality 40% for tasks within its frontier — but hurts performance outside it

Output Quality Increase (In-Frontier)+40%
Tasks Completed Increase+12.2%
Task Speed Increase+25%
Correct Solutions (Out-of-Frontier)-19%
BCG Consultants Studied758
MIT: Economics of AI Automation

Only 5% of tasks can be profitably automated — in 75% of cases costs exceed benefits

Tasks Profitably AutomatedOnly 5%
Cases Where Costs Exceed Benefits75%
GDP Boost (10yr Realistic)1.1-1.6%
OECD Productivity Gain Estimate0.4-1.3%/yr
Sources: MIT Sloan, OECD
PwC: AI Productivity & Wages

AI-exposed industries saw productivity quadruple — AI skills carry a 56% wage premium

Productivity Growth (AI-Exposed)7% → 27%
AI Skills Wage Premium56%
CEOs: AI Delivered Both BenefitsOnly 12%
AI Budget Increase Plans88%
AI GDP Boost by 2035+15%
BCG: AI Value Generation Gap

Only 5% of companies generate measurable AI value — 60% achieve nothing material

"Future-Built" CompaniesOnly 5%
No Material AI Value60%
Software Dev AI Boost25% → 44%
AI Agent Value Share (2025→2028)17% → 29%
Agentic AI Net New Demand$200B
Salesforce: Marketing AI Adoption

Only 13% of marketers use agentic AI — but those who do see a 20% ROI boost

Marketers Using/Testing AI75%
Using Agentic AI13%
AI Agent Marketing ROI+20%
Don't Know Safe AI Use39%
Generic Campaigns Despite AI84%
IBM: Enterprise AI Deployment

42% of enterprises have deployed AI — 61% of CEOs preparing agents at scale

Actively Deployed AI42%
Exploring/Experimenting40%
CEOs Preparing Agents61%
Top Barrier: AI Skills33%
Accenture: AI Reinvention Premium

Companies with AI-led processes achieve 2.5x revenue growth — but only 16% have reached that stage

Fully AI-Led Processes16%
Revenue Growth Premium2.5x
GenAI Met/Exceeded Expectations74%
Clear AI Policies in PlaceOnly 22%
Reinventors Revenue Edge+37pp
Cisco: Industrial AI Scale

61% use AI in live operations — by 2030, two-thirds of network traffic involves AI

AI in Live Operations61%
Increasing AI Spending83%
Network Traffic AI (2030)~67%
Enterprise AI Growth (YoY)8x
OpenAI: Enterprise AI Impact

75% of workers say AI improved output — heavy users save 10+ hours per week

Workers: AI Improved Output75%
Heavy Users Saved/Week10+ hours
IT: Faster Resolution87%
Reasoning Token Growth320x YoY
Brookings: AI Workforce Exposure

80% of the US workforce could see 10%+ of tasks affected by LLMs

Workforce with 10%+ Exposure80%
Workers with 50%+ Impact19%
Freelancer Earnings Drop-5%
API Tasks for Automation77%
IMF: AI Skills & Wages

1 in 10 job vacancies demands AI-era skills — paying up to 15% more

Jobs Requiring AI Skills1 in 10
Wage Premium (UK)+15%
Wage Premium (US)+8.5%
WEF: Future of Jobs 2025

170M new jobs created vs 92M displaced = net gain of 78 million positions

New Jobs by 2030170M
Jobs Displaced92M
Net Job Gain+78M
Workforce Churn22%
Anthropic: Global AI Sentiment

67% express net positive sentiment — but hallucinations remain #1 fear at 26.7%

Net Positive Sentiment67%
#1 Fear: Hallucinations26.7%
#2 Fear: Job Displacement22.3%
Survey Respondents81,000
Google Cloud: AI Agent Forecast

80% of enterprise apps will embed AI agents by end of 2026

Apps with Agents (2026)80%
Agent Adoption CAGR46%+
Execs: Agent Recommendations85%
Stanford HAI: AI Cost Revolution

AI inference cost dropped 280x in 18 months — from $20 to $0.07 per million tokens

Inference Cost Drop (18mo)280x
Cost per M Tokens (2022)$20.00
Cost per M Tokens (2024)$0.07
Training Cost Escalation28x per gen
BCG: AI Job Impact Forecast

10-15% of U.S. jobs eliminated within 5 years — but 50-55% reshaped, not replaced

U.S. Jobs Eliminated (5yr)10-15%
Positions Affected16-25M
Jobs Reshaped, Not Replaced50-55%
McKinsey: EBIT from AI<5%
Agentic Commerce Market Scale

McKinsey projects $1T in US B2C agentic commerce by 2030 — $3–5T globally

US B2C Agentic Commerce by 2030$1T
Global Agentic Commerce by 2030$3–5T
Brands Using Agentic AI for 1:1 (by 2028)60%
AI Agents vs Sellers (by 2028)10×
Sellers Reporting Agent Productivity Gains<40%
Enterprise Apps with Agents (by EOY 2026)40%
Agentic AI Risk & Supply Chain

40%+ of agentic AI projects are forecast to be canceled by end of 2027 due to governance failure

Agentic AI Projects Canceled (by EOY 2027)40%+
Supply-Chain Software w/ Agentic AI (2030)$53B
Supply-Chain Agentic AI (baseline 2025)<$2B
Task-Specific Agents in Enterprise Apps (2026)40%
Task-Specific Agents (baseline 2025)<5%