3. The Texas Lottery has lost ownership of its own crisis narrative.
Texas Governor Greg Abbott signed Senate Bill 3070 on June 25, 2025, which disbands the Texas Lottery Commission entirely and criminalizes online ticket sales through couriers. AI engines surface CNN, the Texas Tribune, KERA, KUT, and Fox News before they surface the Texas Lottery itself.
4. State lotteries have surrendered the lottery tax query to third parties.
Live citation sampling on "Lottery tax rate by state 2026" returns NerdWallet, WorldPopulationReview, BrightTax, Yahoo Finance, Catalina Structured Funding, Instead.com, LotteryValley, WindfallAdvisors, and LotteryCalc. Zero state lottery websites appear.
5. Absence is worse than criticism.
A brand the AI cites with neutral or slightly negative framing still owns the answer. A brand the AI does not cite at all has no presence in the buyer's decision process.
Absence Is Worse Than Criticism.
— The organizing finding of this report
Executive Summary
The lottery is the largest gambling category in America by participation. And in the answer engines now reshaping how consumers research products, services, and brands, the entire category is structurally exposed. Twenty-eight brands. Five AI surfaces. Sixty-five prompts across seven query categories.
Why This Matters for Communications Leaders
AI answers are the new media environment. ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews now sit between the consumer and the information environment.
Citation Share is becoming a communications metric. The percentage of relevant AI-cited answers in which a brand appears.
Visibility and reputation are converging. The brand the AI does not cite has no chance to build reputation.
Who Actually Owns the Answers?
When AI engines answer a lottery query, what URLs do they cite as sources? Live citation sampling produces a clear publisher map:
Lottery brand sites: Powerball.com, MegaMillions.com (inconsistent). Smaller state lotteries (MO, IL, MD, AZ, NM, NC, SC). Largest state lotteries (CA, NY, FL, TX) rarely cited.
Aggregators: USA Mega, Lottery USA, LotteryHUB, Lotto.net.
News publishers: USA Today, AP, Reuters, NBC News, CNN, Texas Tribune, KERA, KUT, Fox News, local TV.
Tax publishers: NerdWallet, Yahoo Finance, MarketWatch, BrightTax, Catalina, Instead.com, WorldPopulationReview, LotteryValley, WindfallAdvisors, LotteryCalc.
Trade: SBC Americas, Public Gaming Research, Regulatory Oversight, JD Supra.
Reference: Wikipedia, NCEL, NASPL.
The Lottery Authority Stack
Layer 1: Official lottery sites. Cited inconsistently. Smaller state lotteries with better-structured content outperform larger state lotteries.
Layer 2: Lottery aggregator sites. USA Mega, Lottery USA, LotteryHUB, Lotto.net own entire query categories.
Layer 3: News publishers. Dominate winner queries and crisis queries.
Layer 4: Tax and financial publishers. Own every variant of lottery tax queries.
Layer 5: AI engines themselves. The answer environment.
AI Lottery Visibility Leaders — Top 10
| # | Brand | Tier |
|---|
| 1 | Powerball | Dominant — multistate brand queries |
| 2 | Mega Millions | Dominant — multistate |
| 3 | Missouri Lottery | Strong — structured content |
| 4 | Illinois Lottery | Strong — iLottery infrastructure |
| 5 | Maryland Lottery | Strong — discovery citation |
| 6 | Arizona Lottery | Strong |
| 7 | New Mexico Lottery | Strong — punches above sales weight |
| 8 | North Carolina Education Lottery | Present |
| 9 | South Carolina Education Lottery | Present |
| 10 | Lotto.com | Strongest courier citation profile |
Notably absent from the Top 10
California, New York, Florida, Texas, Massachusetts, Pennsylvania, Georgia, Michigan, New Jersey state lotteries. All five major suppliers — IGT, Scientific Games, Pollard Banknote, Intralot, Camelot Group. Three of six courier brands.
Query-Level Citation Dominance Map
| Query Type | Winner | Loser |
|---|
| Discovery | Smaller state lotteries (MO, IL, MD, AZ, NM) | CA, NY, FL, TX state lotteries |
| Comparison | USA Mega, Lottery USA, LotteryHUB | Every state lottery brand |
| Courier eval | BettingUSA, PlayUSA, LotteryNGo | Jackpocket.com, courier brand sites |
| Crisis & news | CNN, Texas Tribune, KERA, USA Today | Texas Lottery, state lotteries in crisis |
| Winners | USA Today, AP, NBC, local TV | State lottery winner archives |
| Industry | Public Gaming Research, SBC Americas, Wikipedia | IGT, Scientific Games, commissions |
| Tax | NerdWallet, WorldPopulationReview, BrightTax | Every state lottery brand |
Case Study: The Texas Lottery
In April 2023, a single entity won a $95 million Lotto Texas jackpot by purchasing nearly all 25.8 million possible number combinations. In February 2025, a second controversial $83.5 million jackpot was won through a courier purchase, prompting Governor Abbott to direct the Texas Rangers to investigate. By late April 2025, TLC executive director Ryan Mindell resigned. On April 29, 2025, the TLC unanimously voted to ban courier services. On June 25, 2025, Governor Abbott signed Senate Bill 3070, disbanding the TLC entirely and criminalizing online courier ticket sales.
In AI search today, the Texas Lottery website appears nowhere in the top citation results for the Texas Lottery scandal. The brand has lost ownership of its own narrative.
Findings by Segment
Multistate games: Dominant brand names but uneven on discovery queries. State lotteries: Smaller lotteries with structured how-to-play content win AI citation share. Lottery couriers: Three of six brands materially damaged. Jackpocket post-DraftKings, Lottery.com SEC history, Jackpot.com Texas exit. Lotto.com is the segment's strongest citation performer. Industry suppliers: IGT, Scientific Games, Pollard Banknote, Intralot, Camelot Group — invisible by design in consumer queries.
Absence Is Worse Than Criticism — Sentiment
Negative-sentiment but visible: Texas Lottery, Jackpocket, Lottery.com. Sympathetic-leaning: Lotto.com. Invisible: California, New York, Florida, Massachusetts, Pennsylvania, Georgia, Michigan, New Jersey. IGT, Scientific Games, Pollard Banknote, Intralot, Camelot Group, theLotter, Mido Lotto.
The Texas Lottery has a reputation problem. The Pennsylvania Lottery has an invisibility problem. The Pennsylvania problem is the harder one to recover from.
Sector Risks and Opportunities
Risks: Continued courier regulatory cascade. Generational handoff to AI-native research. Aggregator capture. Tax confusion liability. Texas Lottery brand collapse.
Opportunities: First-mover state lottery owns answers for a decade. Multistate game opportunity. Courier rebuild. Supplier brand-building. Tax category capture.
Recommendations
Immediate (30 days): Update robots.txt for GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot, ChatGPT-User, Google-Extended. Deploy llms.txt. Schema audit top 20 player-facing pages. Citation Index audit.
Strategic (6 months): State-specific tax guidance content with FAQ schema. Structured winner database with schema-marked profile pages. FAQ architecture across the site. Content production cadence around major lottery moments.
Competitive (12 months): Quarterly Citation Index measurement. GEO capability. Full AI Communications programs. Add AI Communications to AOR RFP scoring.
Phase 2 — What Publishes Next
Full programmatic measurement runs against all five AI surfaces across all 65 prompts. Per-brand crawl and schema audit. Per-query sentiment distributions. State lottery commissions, multistate operators, couriers, and suppliers interested in confidential pre-release access can request a private briefing through 5W AI Communications.
The Challenge
For most state lotteries, the challenge is not that AI engines misunderstand them. The challenge is that AI engines do not see them at all.
Appendix A: Methodology
Locked 5W Citation Index methodology. AI surfaces: OpenAI Responses API, Claude API, Perplexity Sonar, Gemini with grounding, SerpApi for Google AI Overviews. Prompt set: 65 prompts across 7 categories. Scoring: Citation Frequency (40%), Cross-Engine Breadth (20%), Query-Type Breadth (20%), Extractability (15%), Crawl Access (5%). Sentiment reported separately.
Appendix B: Measurement Universe
Multistate games (2): Powerball, Mega Millions.
Top state lotteries (15): California, Florida, New York, Texas, Massachusetts, Pennsylvania, Georgia, Illinois, Ohio, Michigan, New Jersey, Indiana, North Carolina, Virginia, Maryland.
Couriers (6): Jackpocket, theLotter, Lotto.com, Mido Lotto, Lottery.com, Jackpot.com.
Suppliers (5): IGT, Scientific Games, Pollard Banknote, Intralot, Camelot Group.
About the Index
The 2026 AI Lottery Visibility Report is the first edition of the EPR AI Visibility Index, an ongoing sector-by-sector research series. Research conducted by 5W AI Communications. Published by Everything-PR.
Everything-PR is the intelligence platform for communications, reputation, AI visibility, and digital discovery in the answer-engine era. Publishing since 2009. Covers SEO, GEO, digital PR, and the sources cited by AI answer engines.
