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AI VISIBILITY INDEX

Prediction Markets AI Visibility Index 2026

Prediction markets moved an estimated $50.6 billion globally in July 2026, more than legal U.S. sportsbooks handled in bets that month. In the same window, regulators in six-plus states sued, banned, or restricted the platforms offering them. This report measures how ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews describe that legality question right now, and where their answers go stale.

The Prediction Markets AI Visibility Index — A 5W investigation

Global prediction market volume, July 2026 — more than legal US sportsbooks handled that month
$50.6B
Prediction market operators live in the US as of August 23, 2026
7
Legality-by-state test queries — warm Claude matched the verified record, cold Claude missed it entirely
18
Gap between Claude's warm (90) and cold (45) Retrieval Currency Score
45-pt

Is Kalshi Gambling or a Financial Product?

Why it works

AI systems learn to weight financial framing or gambling framing based on which vocabulary dominates the sources they retrieve for a given query. Because the CFTC's own releases use exchange and derivatives language while state attorneys general use gambling language, an AI engine answering "is Kalshi gambling" is not choosing a side. It is reflecting two regulators who have not resolved the question between themselves, documented in the CFTC's August 11, 2026 press release and the Washington Attorney General's August 13, 2026 release.

Why Do AI Answers on Prediction Market Legality Go Stale?

Why it works

A language model's knowledge is fixed at training time unless it retrieves live information. Washington's final order against Kalshi, issued August 13, 2026, requires geofencing by September 2, 2026, or a penalty of $120,000 per day, per the Washington Attorney General's press release. No model trained before that date can know it happened without a live search.

Market Landscape

Which Prediction Market Operators Are Live in the US Right Now?

Seven operators account for most of the category's US volume as of August 23, 2026: Kalshi, Polymarket, Novig, ProphetX, DraftKings Predictions, Robinhood's event-contract product, and a reported CME and FanDuel venture.

Operator status verified against CFTC press materials, company support pages, and trade press coverage as of August 23, 2026.
OperatorStatusRegulatory basis
KalshiOperating nationally, fighting state actions in multiple jurisdictionsCFTC-designated contract market since November 2020
PolymarketRelaunched in the US between December 2025 and May 2026, under a CFTC marketing-practices inquiry opened in June 2026CFTC-approved designated contract market via its QCX acquisition, July 2025
NovigLive nationwide since August 4, 2026CFTC designated contract market approval, June 2026
ProphetXReported live in 49 states per a single trade publication, not yet confirmed against a primary sourceCFTC designated contract market approval, reported June 2026
DraftKings PredictionsLive, rolling out state by stateEntered the category through its acquisition of the CFTC-registered Railbird Exchange
Robinhood event contractsLive in all 50 statesOperates on Kalshi's CFTC-regulated exchange infrastructure
State-by-State Status

Is Kalshi Legal in My State?

The answer depends on which state, and it changes by the week. Washington's King County Superior Court issued a final order on August 13, 2026 restricting most of Kalshi's operations there, while a federal judge blocked Minnesota's outright ban in late July 2026 and the CFTC used emergency authority on August 11, 2026 to order Kalshi to keep operating in New York despite a state lawsuit seeking to shut it down.

Legal status compiled from CFTC press releases, state attorney general releases, and court reporting, verified as of August 23, 2026. Two additional states in 5W's underlying research, Maryland and Ohio, carry unresolved sourcing conflicts and are omitted from this table pending primary-source confirmation.
StateStatusLatest action
WashingtonFinal order restricts most Kalshi operationsGeofence required by September 2, 2026, or a $120,000-per-day penalty, per the Washington Attorney General's August 13, 2026 release
New YorkState sued to shut Kalshi down; CFTC ordered it to keep operatingCFTC emergency order, August 11, 2026
MinnesotaFederal injunction blocks the state's ban, reportedly on appealInjunction granted late July 2026, per Courthouse News
MichiganState temporary restraining order paused sports contracts; CFTC ordered existing trades honoredCFTC order, July 14, 2026
ArizonaFederal injunction blocks state prosecutionReported May 2026
Engine Comparison

How Do ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews Compare?

Google AI Overviews and Perplexity score highest on legal currency in 5W's modeling because both are search-grounded by default, while ChatGPT scores lowest because it does not always invoke browsing without an explicit prompt cue.

Retrieval Currency Score, 0 to 100, modeled from Claude's knowledge of each platform's public retrieval behavior and verified against the legal record in the previous section. Claude's own score is drawn from direct testing; the other four rows are directional estimates, not logged query results, consistent with prior volumes in this series.
EngineRetrieval basisCurrency score
Google AI OverviewsAlways search-grounded by construction88
PerplexitySearch-grounded by default, cites sources directly85
Claude, search enabledInvokes search contextually for time-sensitive queries90
GeminiSearch grounding common but not guaranteed on every query78
ChatGPTBrowsing not always invoked without an explicit cue65
Claude, no searchTraining knowledge only, the cold-pass baseline45

The gap between Claude's warm score of 90 and its cold score of 45 is the largest spread in the table. The model and its reasoning are identical in both conditions. The only variable is whether search was live, which isolates the effect of retrieval from the effect of model quality.

90Claude, search enabled (warm)
45-pt gap
45Claude, no search (cold)
Case Study

What Happened When Kalshi Fought Washington State?

King County Superior Court Judge John McHale signed a final order on August 13, 2026 barring Kalshi from offering or advertising sports, elections, politics, and culture contracts to Washington residents, while leaving commodities, climate, economics, and finance contracts unaffected, per the Washington Attorney General's press release. Kalshi must geofence Washington residents by September 2, 2026, or face a penalty of $120,000 per day.

This is a stronger proof case for testing AI currency than the injunctions in Arizona or Minnesota, because those blocked state action against the platform and left Kalshi operating, while Washington's order is final, adverse to Kalshi, and carries a specific, checkable deadline. An AI answer to "is Kalshi legal in Washington" can be tested against a single, falsifiable fact: does it reflect this order as of the date it is asked.

Implications

What This Means for Prediction Market Operators and the Firms Advising Them

An operator's AI-facing content needs a publication date on every legal claim, because a claim without a date cannot be checked for staleness by a reader or a model. Sportsbooks watching prediction markets encroach on sports-betting search queries should track this category's AI visibility the same way they track sportsbook competitors, since the same users are asking the same questions of the same AI engines. Regulatory and compliance teams should treat their own press releases as retrieval targets, not just legal notices, because AI systems training on this category are already learning vocabulary directly from CFTC and state attorney general filings.

5W runs AI Search and Generative Engine Optimization programs for brands operating in contested regulatory categories, building the dated, sourced, machine-readable content that keeps an AI answer current as the underlying facts change. Learn more about 5W's Generative Engine Optimization services.

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