How AI Search Is Recommending Online Betting Sites: Monthly Trends

Mark HuntleyBy Mark HuntleyFounder and CEO
16 minutes read

Key Takeaways

  • DraftKings and FanDuel finished October tied at 60.4% valid recommendation coverage, while DraftKings held the top rank by position.
  • BetRivers posted the largest gain versus July, rising 14.9 points, but most of that improvement was in coverage rather than top-three placement.
  • bet365 had the largest decline versus July, falling 10.2 points, even though it rebounded sharply from September.
  • The benchmark found eight high-severity factual conflicts across AI platforms, including disagreements on spreads, World Series odds, legal status, and welcome bonuses.

Executive Summary

FanDuel and DraftKings finished October 2026 tied at the top of the category, each at 60.4% valid recommendation coverage. DraftKings holds the number one position by ordinal rank, but the coverage lead is now a dead heat. The gap to the next brand is 3.6 points, with BetMGM at 56.8%. That is a material narrowing from September, when FanDuel held 47.0% against DraftKings at 46.4% and BetMGM at 43.9%.

The strongest upward mover with meaningful coverage was BetRivers, which rose 14.9 points from 10.8% in July 2026 to 25.7% in October 2026, a significant move. BetRivers also carries the sharpest prior-to-current gain, up 8.5 points from September. Its top-three rate remains near zero at 0.3% and its rank-one rate is 0.0%, so the gain is concentrated in valid recommendation coverage rather than first-position placement.

The sharpest decliner against the full series was bet365, down 10.2 points from 58.2% in July 2026 to 48.0% in October 2026, a significant move. That said, bet365 rebounded from September, up 10.4 points prior to current. BetMGM, DraftKings, FanDuel, Fanatics Sportsbook, and Hard Rock Bet all posted significant prior-to-current gains as well, while ESPN Bet extended a three-month decline.

Against July 2026, the category is mixed: two significant risers, one significant decliner, five brands classified as stable, and ESPN Bet flagged separately as a watch item for a third consecutive monthly decline. The apparent rebound in October follows a compression month in September, and the October distribution across brands is broader than the September one.

Research scope: Each monthly run begins with 800 prompt-surface observations (591 unique questions in October 2026) across the benchmark's defined AI/search surface universe. Of those, 800 mentioned a tracked brand or competitor; 468 were relevant and 332 were irrelevant. The public metrics use the 308 observations that survive both qualification stages. The same run began with 800 prompt-surface observations in July 2026 (542 unique questions), of which 416 were relevant and 384 were irrelevant, leaving 251 qualified observations.

AI recommendation trend

valid recommendation coverage, Jul 2026 to Oct 2026

0%20%40%60%80%Jul 2026Aug 2026Sep 2026Oct 2026
  • DraftKings60.4%
  • FanDuel60.4%
  • BetMGM56.8%
  • bet36548.0%
  • Fanatics Sportsbook46.8%
  • Hard Rock Bet35.1%
  • BetRivers25.7%
  • Bally Bet10.7%
  • ESPN Bet5.2%

Key Findings

Signal

October 2026 finding

Category leader

DraftKings at 60.4% valid recommendation coverage, tied with FanDuel at 60.4%; DraftKings holds first position by rank

Gap to next brand

3.6 points to BetMGM at 56.8%

Largest riser vs baseline

BetRivers up 14.9 points from 10.8% in July 2026 to 25.7% in October 2026

Largest decliner vs baseline

bet365 down 10.2 points from 58.2% in July 2026 to 48.0% in October 2026

Sharpest prior-to-current move

DraftKings up 14.0 points from September 2026 to October 2026

Watch item

ESPN Bet, three consecutive monthly declines against a flat cumulative picture

AI Response Inconsistency Alerts

Questions This Section Answers

  • Which AI platforms disagreed about the same sportsbook odds, spreads, or bonus amounts?
  • How large were the conflicts in welcome bonus deposits and World Series odds across ChatGPT, Copilot, Gemini, and AI Overviews?
  • Which brands had the most severe factual inconsistencies detected across AI platforms?

Eight critical and high-severity factual inconsistencies were detected across six AI platforms: ChatGPT, Copilot, Gemini, AI Mode, AI Overviews, and Perplexity.

DraftKings

Two conflicts were detected for DraftKings, one critical and one high severity. On the critical spread-direction conflict, when asked which team was favored to win Packers vs Vikings, AI Overviews stated that the Packers are favored and that the spread is Packers -1.5 (opening at -1.5 on DraftKings), citing ESPN and a BetUS odds page. Copilot stated the opposite: that the Vikings are favored and that DraftKings lists Vikings -1.5. A flagged source on the Overviews side, a DraftKings Network page, reads "The Packers open as 1.5-point favorites on DraftKings Sportsbook," while a flagged source on the Copilot side describes Minnesota being favored because key Packers are expected to sit out. Both answers cite the same sportsbook but assign the -1.5 spread to opposite teams, so they cannot both be true.

On the high-severity White Sox World Series odds conflict, when asked what the odds are of the White Sox winning the World Series, AI Overviews stated that DraftKings prices the White Sox at +2000, citing ESPN, the FanDuel Sportsbook White Sox team page, and the DraftKings World Series odds page. Copilot stated that DraftKings lists the White Sox at +3500, citing Capper and ESPN. The same sportsbook cannot simultaneously list the White Sox at +2000 and +3500 for the same World Series market.

Hard Rock Bet

One critical conflict was detected for Hard Rock Bet. When asked whether Hard Rock sportsbook is legal in West Virginia, Copilot stated that Hard Rock Bet is a licensed online sportsbook in West Virginia and legally available to WV bettors, citing LegalSportsBetting.com, is-this-legal.com, and a state gambling lookup site. Gemini stated that Hard Rock Bet is not legal or operational in West Virginia and operates in only 10 other states, citing Sports Betting Dime and Sharp Football Analysis. A flagged source listed on the Gemini side states that Hard Rock Bet is legal in 10 US states including Florida, while a flagged source on the Copilot side states that Hard Rock Bet is anticipated to remain legal in West Virginia following legislative changes scheduled for 2026. The brand cannot simultaneously be licensed and legally operating in West Virginia and be neither legal nor operational there.

FanDuel

Three high-severity conflicts were detected for FanDuel. On the Cardinals World Series odds conflict, when asked what the odds are of the St. Louis Cardinals winning the World Series, AI Overviews stated the Cardinals are around +12500 to +15000, while Copilot stated that FanDuel lists the Cardinals at +100,000. The same sportsbook cannot simultaneously list the Cardinals at +12500/+15000 and at +100,000 for the same World Series market.

On the NBA League Pass promotion conflict, when asked how to get three months free of NBA League Pass, AI Mode stated that the specific three-month FanDuel promotion is currently inactive, citing Sports Handle, CBS Sports, and an NBA Help Center page. Perplexity stated that FanDuel Sportsbook is the most reliable way to get three months free of NBA League Pass right now (most common in 2026), citing CBS Sports, Oregon Live, and a Sports Handle FanDuel promo page. Flagged sources supporting the Perplexity side include a Yardbarker article headlined "It's not too late to claim 3 months free via FanDuel" and two 101 Great Goals pages describing a three-month free trial via FanDuel. The promotion cannot be both currently inactive and the most reliable currently active route to the offer.

On the Mariners World Series odds conflict, when asked what the odds are of the Seattle Mariners winning the World Series, Gemini stated that FanDuel lists the Mariners at +8000, citing CBS Sports, the FanDuel Sportsbook Mariners team page, and Vegas Insider. Perplexity stated that FanDuel lists the Mariners at +2500, citing MLB.com and an Oregon Live odds page for the Mariners. FanDuel cannot simultaneously offer the Mariners at +8000 and +2500 for the same World Series market.

BetMGM

Two high-severity conflicts were detected for BetMGM, both on welcome bonus deposit match amounts. When asked whether New Jersey online casinos offer bonuses, Gemini stated "100% Match up to $2,500 + $25 on registration," citing Crossing Broad, RotoWire, and the BetMGM casino blog. Copilot stated "$25 no-deposit + 100% match up to $1,000," citing RotoWire, BetsAtlas, and The Playbook USA. A flagged source on the Copilot side, the Crossing Broad NJ online casino bonuses page, reads "BETMGM CASINO CLAIM HERE $1,000 MATCH + $25 ON THE HOUSE." The deposit match cap cannot be both $2,500 and $1,000.

In the second BetMGM conflict, on the same question, Gemini again stated "100% Match up to $2,500 + $25 on registration," while ChatGPT stated "100% deposit match up to $1,000 plus $25 casino bonus," citing the New Jersey Office of the Attorney General internet gaming page, the BetMGM NJ Casino new customer offer page, and an NJ.com bonus roundup. The same flagged Crossing Broad excerpt on the ChatGPT side reads "$1,000 MATCH + $25 ON THE HOUSE." BetMGM's welcome deposit match cannot simultaneously be capped at $2,500 and at $1,000.

Benchmark Context

The report separates the raw collection universe from the qualified analysis set. Brand-level recommendation percentages are calculated within the qualified benchmark set.

Research stage

Jul 2026

Oct 2026

What it represents

Source prompt-surface observations collected

800

800

Total prompt-surface observations gathered across the benchmark's AI/search surface universe

Unique questions

542

591

Distinct questions after de-duplication

Brand / competitor mentions

800

800

Prompts that mentioned a tracked brand or competitor

Relevant prompts

416

468

Prompts relevant to the online betting category

Irrelevant prompts

384

332

Prompts outside the category's scope

Qualified benchmark observations

251

308

Public denominator; observations that survive both qualification stages

Qualified surface breadth

6

6

Canonical AI surface families with at least one qualified observation

The collection was held at 800 prompt-surface observations in both months while the relevant share rose and the irrelevant share fell. August's 292 and September's 319 qualified observations sit between the baseline and current months and are not comparison columns here. The qualified observation count peaked at 319 in September before settling to 308 in October.

Benchmark-Level Metrics

Metric

Jul 2026

Oct 2026

Change

Qualified observations

251

308

Up 57

Companies tracked

9

9

No change

Recommendation-shaped answer share

28.7%

33.1%

Up 4.4 points

Valid recommendation shortlist share

62.9%

61.4%

Down 1.5 points

Category leader by coverage

DraftKings (62.5%), 0.3-point lead over FanDuel (62.2%)

DraftKings (60.4%), tied with FanDuel (60.4%)

Leadership held; lead collapsed to a tie

Between the baseline and current months, the recommendation-shaped answer share dipped to 20.2% in August and recovered to 26.0% in September before reaching 33.1% in October, the highest of the four months. The valid recommendation shortlist share fell as low as 43.3% in September before recovering to 61.4% in October, close to the July level.

AI Recommendation Trend

Questions This Section Answers

  • Which online betting sites gained or lost the most valid recommendation coverage between July and October 2026?
  • How did the top-tier coverage lead change from a single leader in July to a dead heat in October?
  • Which brands recorded significant moves against baseline, and which stayed within normal variation?

The top tier re-expanded in October after September's compression: FanDuel and DraftKings are tied at 60.4% coverage, and most of the category recorded significant prior-to-current gains.

Brand

Jul 2026

Oct 2026

Movement

Oct 2026 rank

Bally Bet

4.4%

10.7%

Up 6.3 points

8th

bet365

58.2%

48.0%

Down 10.2 points

4th

BetMGM

61.8%

56.8%

Down 5.0 points

3rd

BetRivers

10.8%

25.7%

Up 14.9 points

7th

DraftKings

62.5%

60.4%

Down 2.1 points

1st

ESPN Bet

6.8%

5.2%

Down 1.6 points

9th

Fanatics Sportsbook

52.2%

46.8%

Down 5.4 points

5th

FanDuel

62.2%

60.4%

Down 1.8 points

1st

Hard Rock Bet

27.9%

35.1%

Up 7.2 points

6th

The category-level result came from the combination of several smaller movements rather than any single brand's baseline-to-current shift. Every brand except BetRivers, Bally Bet, and bet365 sits within normal variation against July, and all five of those stable brands posted double-digit prior-to-current gains, which indicates a broadly shared October recovery rather than one brand's breakout.

What Changed This Month

Questions This Section Answers

  • Why are FanDuel and DraftKings tied on coverage but separated on rank-one rate?
  • How did bet365 post the largest baseline decline while also rebounding sharply from September?
  • Which brands improved placement while coverage softened, and which rose on coverage alone?

FanDuel and DraftKings: A Dead Heat at the Top

FanDuel moved from 62.2% in July 2026 to 60.4% in October 2026, down 1.8 points and not significant. DraftKings moved from 62.5% to 60.4%, down 2.1 points, also not significant. The meaningful movement is prior to current: FanDuel rose 13.4 points from 47.0% in September, and DraftKings rose 14.0 points from 46.4%, each a significant gain and each the largest single-month move in that brand's series.

Both brands hold near-universal raw mention presence, at 99.7% for FanDuel and 99.4% for DraftKings. FanDuel's top-three rate sits at 56.5% and its rank-one rate at 26.3%, both within normal variation against July. DraftKings' top-three rate is 55.2% and its rank-one rate 24.0%, also within normal variation.

The distinction to notice is that the two leaders are tied on valid recommendation coverage while FanDuel holds the higher rank-one rate. Equal coverage does not mean equal first-position standing: FanDuel places first in 26.3% of qualified observations against DraftKings at 24.0%, a gap the coverage tie conceals.

Highest-priority diagnostic: Which prompt surfaces or question types position FanDuel first rather than DraftKings when both are recommended, and does that split hold across the entire qualified set?

BetRivers: The Category's Largest Riser Against Baseline

BetRivers moved from 10.8% in July 2026 to 25.7% in October 2026, up 14.9 points and significant, the largest gain against baseline in the category. The prior-to-current move from September was also significant at up 8.5 points, from 17.2%.

The gain is concentrated in coverage rather than placement. BetRivers' top-three rate is 0.3%, essentially unchanged against July at 0.4%, and its rank-one rate is 0.0% in both months. Its valid recommendation count rose from 27 in July to 79 in October.

The distinction is visible versus recommended. BetRivers is being recommended more often in the shortlist sense while still rarely being placed in the top three or at first position. Raw mention presence fell from 73.3% in July to 65.3% in October, down 8.0 points, so the brand is mentioned less often but recommended more often.

Highest-priority diagnostic: Which prompt types and surfaces drove the rise in BetRivers' valid recommendation count, and is the growth durable or concentrated in niches where placement is not competitive?

bet365: Largest Baseline Decline with a Sharp Prior-to-Current Rebound

bet365 moved from 58.2% in July 2026 to 48.0% in October 2026, down 10.2 points and significant, the largest decline against baseline. The prior-to-current story runs the other way: bet365 rose 10.4 points from 37.6% in September, a significant gain.

The weakness is in placement. bet365's top-three rate fell from 27.5% in July to 7.8% in October, down 19.7 points, and its rank-one rate fell from 4.4% to 1.3%, down 3.1 points. Its valid recommendation count rose from 146 in July to 148 in October while placement rates fell.

The distinction is coverage versus competition for position. bet365 is recommended roughly as often as it was in July, but when it is recommended it lands in the shortlist rather than the top three, and its rank-one rate has dropped to near-negligible levels.

Highest-priority diagnostic: Is bet365's placement decline concentrated on specific surfaces or prompt types, and which brands now occupy the top-three slots bet365 previously held?

BetMGM: Coverage Softened, Placement Strengthened

BetMGM moved from 61.8% in July 2026 to 56.8% in October 2026, down 5.0 points and not significant. The prior-to-current move from September was significant at up 12.9 points, from 43.9%, and is the largest single-month move in its series.

Placement improved on both dimensions. BetMGM's top-three rate rose from 35.5% in July to 47.1% in October, up 11.6 points, and its rank-one rate rose from 1.6% to 5.2%, up 3.6 points. Raw mention presence held essentially flat at 94.2%, up 1.8 points. Its valid recommendation count rose from 155 in July to 175 in October.

The distinction is that BetMGM lost a small amount of coverage against July while gaining top-three and rank-one placements. Coverage and placement can move in opposite directions, and here they did.

Highest-priority diagnostic: Which recommendation slots moved up in ranking for BetMGM, and which competitor's placement shifted down as BetMGM's rose?

Bally Bet and Hard Rock Bet: Significant Risers and the Divergence in Presence

Bally Bet moved from 4.4% in July 2026 to 10.7% in October 2026, up 6.3 points and significant. Its prior-to-current move from September was also significant at up 4.4 points, from 6.3%. Its top-three and rank-one rates are 0.0% in both months, with a valid recommendation count of 33 in October against 31 in September.

Hard Rock Bet moved from 27.9% to 35.1%, up 7.2 points, not significant against baseline but significant prior to current at up 11.0 points from 24.1% in September. Its top-three rate is 4.2% and its rank-one rate 2.6%, both within normal variation. Its raw mention presence fell from 80.1% in July to 64.3% in October, down 15.8 points.

The count caveat applies to both. Bally Bet's 33 valid recommendations and Hard Rock Bet's 108 on a base of 308 observations mean each individual prompt carries weight, particularly for Bally Bet.

Highest-priority diagnostic: For Bally Bet, is the coverage gain durable across prompt types; for Hard Rock Bet, why did mention presence fall while coverage rose?

ESPN Bet: Three Consecutive Declines, Cumulative Still Flat

ESPN Bet moved from 6.8% in July 2026 to 5.2% in October 2026, down 1.6 points and not significant, and down 0.1 points prior to current from 5.3% in September. It carries a three-month decline streak against a cumulative change the benchmark classifies as within normal variation.

Raw mention presence fell from 47.4% in July to 20.8% in October, down 26.6 points. Its top-three rate is 0.3% and rank-one rate 0.0%, and its valid recommendation count is 16 on a base of 308 observations.

The distinction is the gap between a persistent directional trend and a cumulative change still inside normal variation. The streak is the signal to watch, not the absolute level, which remains low.

Highest-priority diagnostic: On which surfaces and prompt types has ESPN Bet's mention presence fallen, and is the streak concentrated or broad?

Fanatics Sportsbook: Stable with a Significant Prior-to-Current Recovery

Fanatics Sportsbook moved from 52.2% in July 2026 to 46.8% in October 2026, down 5.4 points and not significant. The prior-to-current move from September was significant at up 12.0 points, from 34.8%.

Its top-three rate is 3.6%, flat against July, and its rank-one rate is 0.7%, down 1.3 points. Raw mention presence fell from 82.9% to 79.2%, down 3.7 points. Its valid recommendation count is 144 in October against 111 in September.

The distinction is that Fanatics Sportsbook's baseline-to-current decline sits in coverage while its placement and presence measures held close to July levels, and the October gain came almost entirely as a recovery from September rather than a move past the baseline.

Highest-priority diagnostic: Which surfaces drove the September-to-October recovery, and does the recovery hold across prompt categories?

Notable Category Gap Movement

The gap between bet365 and BetRivers closed by 25.1 points across the series, from 47.4 points in July 2026 to 22.3 points in October 2026, with bet365 narrowing its coverage advantage over BetRivers. This is a category observation about competitive repositioning rather than a comment on either brand's trajectory. The gap between BetMGM and BetRivers narrowed by 19.9 points, from 51.0 to 31.1, and the gap between BetRivers and Fanatics Sportsbook narrowed by 20.3 points, moving from -41.4 to -21.1. None of the three gaps widened in every month of the series.

Highest-priority diagnostic: Which prompt types and surfaces account for the narrowing gaps, and is the movement concentrated in specific recommendation contexts?

Buyer-Intent Interpretation

Questions This Section Answers

  • Which buyer-intent clusters produced qualified observations in October 2026?
  • Why can't the benchmark answer how AI systems characterize pricing, bonuses, or head-to-head comparisons among betting sites?

Buyer-intent cluster

What it captures

Strategic question

Brand Recommendation

Queries where a specific brand is recommended as an answer

Which brands win the direct recommendation, and how often does the leader also hold first position?

Pricing & Value

Queries about cost, bonuses, odds value, or promotions

How do AI systems characterize value differences between brands when pricing signals appear?

Multi-Brand Comparison

Queries asking for head-to-head or side-by-side evaluation

Which brands surface in comparison contexts, and who is positioned as the default?

All 308 qualified observations in October 2026 fell into the Brand Recommendation cluster. The pricing and comparison clusters captured no qualified observations. The public benchmark therefore cannot answer how AI systems characterize cost, bonus value, or head-to-head trade-offs among online betting sites, even though the AI Response Inconsistency Alerts above show pricing and availability conflicts surfacing in raw AI responses.

Brand Opportunity Summary

Brand

Oct 2026 coverage

Current signal

Highest-priority diagnostic

Bally Bet

10.7%

Significant riser against baseline with near-zero placement rates

Is the coverage gain durable across prompt types, given 33 valid recommendations?

bet365

48.0%

Largest baseline decline; placement rates fell sharply

Which brands now hold the top-three slots bet365 lost?

BetMGM

56.8%

Coverage down slightly, top-three and rank-one rates up significantly

Which slots moved up, and whose placement moved down as a result?

BetRivers

25.7%

Largest baseline gain, concentrated in coverage not placement

Which prompt types drove the gain, and is it concentrated in niches?

DraftKings

60.4%

Tied for first by coverage, second by rank-one rate

Which prompts separate DraftKings from FanDuel on first position?

ESPN Bet

5.2%

Three consecutive monthly declines; presence down sharply

On which surfaces has mention presence fallen?

Fanatics Sportsbook

46.8%

Stable against baseline with a significant prior-to-current recovery

Does the October recovery hold across prompt categories?

FanDuel

60.4%

Tied for first by coverage, first by rank-one rate

What sustains FanDuel's first-position edge under a coverage tie?

Hard Rock Bet

35.1%

Coverage up, mention presence down sharply

Why did presence fall while coverage rose?

The benchmark identifies where attention is warranted; a company-level analysis is needed to explain why.

Evidence Behind the Benchmark

Questions This Section Answers

  • What prompt-level data points are used to compute the aggregate recommendation metrics?
  • Does a source's presence in an AI answer prove it caused the recommendation?

The aggregate metrics are built from prompt-level observations covering the query, the AI surface, the recommendation outcome, the placement rank, sentiment, and citations where those are exposed. Company-level analysis can go deeper into prompt, competitor, surface, and evidence patterns. Source presence is not automatically treated as proof of causation.

About This Benchmark

This report is part of the LLM Authority Index AI Visibility Market Discovery research program.

Report-Specific Interpretation Notes

  • Small-count movement: Bally Bet (33 valid recommendations) and ESPN Bet (16 valid recommendations) operate on bases where individual prompt-level changes carry outsized weight in the percentage. Read their movement in proportion to those counts.
  • Qualified denominator versus raw collection: Coverage percentages are calculated against the 308 qualified observations in October 2026, down from 319 in September 2026 and up from 251 in July 2026. A brand holding a flat recommendation count can still show a declining coverage rate as the denominator grows.
  • Directional analysis: Month-over-month movement identifies changes worth investigating; it does not by itself establish the cause of those changes. The benchmark surfaces where attention is warranted, not why the movement occurred.

Next Step

The Public Benchmark Shows Where a Brand Is Winning or Losing. A Company-Level Audit Shows Why.

Beneath each aggregate percentage sit the questions that determine position: which high-intent prompts a brand wins outright, which competitor takes the recommendation when a brand loses, what attributes AI systems associate with each option, and which external sources shape those answers. The public benchmark records the pattern but not the reasoning behind it, and the inconsistency alerts above show that reasoning is not always internally consistent across surfaces.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy. It converts the question of what changed into what to do next.

Request an AI visibility audit

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AI search experiences create answers by pulling information from many places online and summarizing it into a single response.

What Is AI Citation Intelligence?
AI citation intelligence is the process of measuring where AI platforms source their information and how frequently a brand is mentioned or referenced in AI-generated responses. Because LLMs synthesize across multiple sources, the sites and brands that appear repeatedly tend to influence how a topic or company is framed. This practice focuses on identifying which sources shape AI outputs and tracking brand visibility across different AI systems.
What Is Citation Architecture?
Citation architecture describes the set of sources that consistently inform how AI systems talk about a brand, product, or topic. LLMs draw from websites, articles, forums, and public discussion, and the sources they rely on most often become the backbone of their answers. Building strong citation architecture means ensuring that accurate, credible, high authority sources are the ones most likely to shape the way AI tools summarize and recommend a brand.
What Is Generative Engine Optimization?
Generative engine optimization (GEO) is the practice of improving the chances that AI systems use and cite your brand or content when generating answers. While traditional SEO is centered on ranking pages in search results, GEO focuses on how LLMs retrieve, interpret, and combine information when responding to a question. The objective is to strengthen the content and sources AI systems rely on, so your brand is treated as a trusted reference in AI responses.
What Is AI Share of Voice?
AI share of voice tracks how often a brand appears in AI-generated answers compared with competitors in the same category. It reflects visibility across AI platforms such as ChatGPT, Gemini, Claude, and Perplexity. Monitoring AI share of voice helps organizations see whether AI systems consistently include and recommend their brand for key queries or whether competitor brands are showing up more often.

About The Author

Mark Huntley

Mark Huntley

Founder and CEO

Mark Huntley, J.D. is founder of CiteWorks Studio, a strategic advisory focused on visibility, authority, and recommendation presence in AI-shaped search environments. His work centers on embedding-level GEO, vector optimization, and cosine gap engineering — helping brands align their digital presence with the retrieval systems that increasingly shape discovery, interpretation, and choice.

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