How AI Search Is Recommending Video Hosting: Monthly Trends

Executive Summary

Vimeo remains the clear leader in the Video Hosting benchmark, and the four-month series confirms it: valid recommendation coverage rose from 55.8% in July to 67.4% in October, a cumulative gain of 11.6 points that makes Vimeo the only brand the benchmark classifies as a significant riser across the series. The October reading alone also moved well beyond Vimeo's normal month-to-month range, climbing from 52.8% in September to 67.4% in October — a 14.6-point jump that extends, rather than reverses, the brand's series-long rise. Vimeo's lead over second-place Wistia now stands at 27.4 points.

Wistia's position also strengthened this month. Its valid recommendation coverage rose from 31.6% in September to 40.0% in October, up 8.4 points — enough to break a two-month soft patch (37.3% in July, 33.7% in August, 31.6% in September). Across the full series, however, Wistia's cumulative movement (37.3% to 40.0%, up 2.7 points) remains within the benchmark's normal range, so October is best read as interrupting a prior decline rather than establishing a new durable pattern.

Vidyard is the series' only significant decliner. Valid recommendation coverage fell from 24.3% in July to 15.2% in October, a cumulative drop of 9.1 points driven mostly by a steep July-to-August fall. The September-to-October reading ticked up 1.4 points, within normal variation, so the most recent month does not reverse the broader decline.

The remaining seven tracked brands — Brightcove, Kaltura, Dacast, SproutVideo, Uscreen, JW Player, and Cincopa — held within their normal month-to-month ranges in October. Brightcove and Dacast both show modest cumulative declines since July alongside improved rank-one rates, while SproutVideo and Uscreen posted small upticks. None of these moves cleared the benchmark's bar for a significant brand.

The gap between Vimeo and the rest of the category has widened since July: the spread between Vidyard and Vimeo grew from 31.5 points to 52.2 points, between Brightcove and Vimeo from 23.6 to 41.8 points, and between Dacast and Vimeo from 38.0 to 51.5 points. The benchmark reads this as a category-level separation between the leader and the middle tier rather than a signal about any one brand's underlying health.

The current AI Visibility Market Discovery benchmark for video hosting draws on 800 prompt-surface observations per month. In July 2026, those observations spanned 516 unique questions, with 799 prompts mentioning a tracked brand or competitor, 507 relevant, and 292 irrelevant, yielding 292 qualified observations. The October 2026 run spanned 559 unique questions, with 800 prompts mentioning a tracked brand or competitor, 551 relevant, and 249 irrelevant, yielding 270 qualified observations. August and September produced 300 and 282 qualified observations respectively. Public metrics use the observations that survive both qualification stages.

Key Findings

AI Response Inconsistency Alerts

The benchmark's conflict scan detected 14 critical or high-severity factual inconsistencies across six AI platforms, spanning five tracked companies.

Vimeo

The most severe conflict concerns Vimeo's public trading status, rated critical. When asked "Is Vimeo a good stock to buy?", ChatGPT stated that Vimeo was acquired by Bending Spoons in a deal that closed in November 2025 and that VMEO is no longer an actively traded public stock, citing Vimeo's press release and Reuters. Perplexity stated that Vimeo (VMEO) is a stock with mixed analyst signals that an investor could consider buying, citing Yahoo Finance articles. The flagged sources include a Substack post referring to a personal portfolio position.

A high-severity pricing conflict concerns the Vimeo Pro monthly price. When asked "Is Vimeo Pro worth it?", Google AI Overviews stated the Vimeo Professional tier is roughly $70/month, citing Vimeo's upgrade plan page. Copilot stated Vimeo Pro is $20/month, citing software review sites.

A second high-severity Vimeo conflict concerns TV app availability. When asked "How do I watch Vimeo on demand?", Google AI Overviews stated that dedicated TV apps are largely discontinued and users should use Chromecast or AirPlay, while Google AI Mode stated users should log into the Vimeo app on Roku, Apple TV, or Fire TV. Vimeo's own help documentation, cited on both sides, states that support for some TV apps was discontinued in June 2023.

Wistia

Six high-severity conflicts involve Wistia pricing. When asked "Which is the best video hosting platform?", Google AI Overviews stated paid plans start around $24/month while Gemini stated business tiers start around $79/month. A related conflict shows Copilot stating $79/mo for the same plan.

When asked "How much is Wistia per month?", Copilot stated the annual discount reduces the Business + Lead Gen plan to about $263/month, while Google AI Overviews and ChatGPT stated the plan is $329/month billed annually.

A further conflict shows Copilot stating the Business plan annual price is about $63/month, while Google AI Overviews and ChatGPT stated $79/month billed annually. These responses point to inconsistent source ecosystems, with some platforms drawing on review aggregators and others citing Wistia's own pricing page.

Vidyard

Three high-severity conflicts concern Vidyard's employee headcount. When asked "How many people are employed by Vidyard?", Perplexity stated about 300 employees, citing Vidyard's press releases and ZoomInfo. Google AI Overviews, Google AI Mode, and ChatGPT all stated approximately 150 to 210 employees, citing LinkedIn, RepVue, and GetLatka. Vidyard's own About page states the company grew from a team of 2 to over 300, but current directory listings show around 150.

JW Player

A high-severity conflict concerns JW Player's Starter plan. When asked "How much does a JW Player cost?", ChatGPT stated JW Player does not publish straightforward public prices and that legacy plans are no longer current, citing JW Player's billing documentation. Copilot stated pricing starts at about $10/month for the Starter plan, citing third-party pricing pages.

Uscreen

A high-severity conflict concerns Uscreen's entry price. When asked "What is the difference between Uscreen and Vimeo Ott?", ChatGPT stated the Starter plan starts at $49/month while Copilot stated the entry price is $149/month. The responses cited different comparison pages and, in one case, Vimeo's own OTT pricing documentation.

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.

The qualified observation count moved from 292 in July to 300 in August, 282 in September, and 270 in October. The trend is a gradual contraction in the qualified denominator alongside a rise in recommendation-shaped answer share.

Benchmark-Level Metrics

Recommendation-shaped answer share rose sharply from 25.7% in July to 64.4% in October, with the most pronounced shift occurring between September (30.5%) and October. Valid recommendation shortlist share also rose from 56.8% to 71.5%. Vimeo held first place by coverage across all four tracked months.

AI Recommendation Trend

Questions This Section Answers

• Which brands are the only significant riser and decliner across the four-month video hosting series?
• How far does Vimeo's valid recommendation coverage lead second-place Wistia in October?

Vimeo extends its lead as Vidyard posts the series' steepest decline

Across the four-month series, Vimeo is the only significant riser and Vidyard the only significant decliner; the remaining eight brands held within their normal ranges. Separately, Wistia's September-to-October move in valid recommendation coverage also moved beyond normal month-to-month variation, though its cumulative movement since July remains within the benchmark's normal range.

What Changed This Month

Vimeo: Leadership widens as top-three and rank-one rates climb

Vimeo's valid recommendation coverage rose from 52.8% in September to 67.4% in October — a 14.6-point jump beyond normal month-to-month variation. Across the full series, coverage moved from 55.8% in July to 67.4% in October, up 11.6 points.

The recommended top-three rate rose from 47.6% in July to 62.2% in October, up 14.6 points. Rank-one rate rose from 28.8% in July to 41.5% in October, up 12.7 points. Vimeo earned 168 top-three placements and 112 rank-one placements in October, versus 139 and 84 respectively in July.

Raw mention presence held near saturation at 91.8% in October, down slightly from 93.5% in July. Vimeo appeared in 248 of 270 October observations. The distinction to notice is that Vimeo is converting its near-universal presence into top placements more effectively than at any point in the series; its coverage lead over Wistia widened to 27.4 points.

Highest-priority diagnostic: Which specific surfaces or prompt types drove the sharp October rise in top-three and rank-one rates?

Wistia: Moves into its own tier as recommended top-three rate climbs

Wistia's valid recommendation coverage rose from 37.3% in July to 40.0% in October, up 2.7 points across the series. The larger move was month over month: from 31.6% in September to 40.0% in October, up 8.4 points — a move beyond normal month-to-month variation.

Wistia's recommended top-three rate climbed from 22.6% in July to 36.3% in October, up 13.7 points. Rank-one rate rose from 5.8% to 7.8%. Wistia earned 98 top-three placements and 21 rank-one placements in October. Raw mention presence held at 52.6%, consistent with July's 51.7%.

The distinction to notice is that Wistia's presence is stable while its placement quality is improving, moving it further clear of the third-place brand.

Highest-priority diagnostic: Which prompt types or surfaces drove the October improvement in top-three recommendations?

Vidyard: Series decline widens even as the most recent month ticks up

Vidyard's valid recommendation coverage fell from 24.3% in July to 15.2% in October, a decline of 9.1 points the benchmark classifies as significant. The sharpest single-month move came between July and August, when coverage fell 7.6 points. The month-over-month change from September to October was up 1.4 points, within normal variation.

Raw mention presence fell from 31.2% in July to 18.9% in October, down 12.3 points across the same span. Vidyard appeared in 51 of 270 October observations versus 91 of 292 in July. Top-three rate eased from 11.0% to 10.7%, essentially flat. Rank-one rate fell from 1.0% to 0.4%, with just 1 rank-one placement in October.

The distinction to notice is that Vidyard's coverage decline is driven by raw presence, which has fallen roughly to the level of the middle tier.

Highest-priority diagnostic: Which prompts that mention Vidyard in discovery have stopped producing recommendations, and where are those recommendations landing instead?

Brightcove: Rank-one rate improves even as presence drops

Brightcove's valid recommendation coverage fell from 32.2% in July to 25.6% in October, a decline of 6.6 points that stayed within the benchmark's normal range. The month-over-month move from September to October was up 1.8 points.

Raw mention presence fell from 47.3% to 34.8%, down 12.5 points across the series. Brightcove appeared in 94 of 270 October observations versus 138 of 292 in July. Top-three rate held at 18.1% across the series. Rank-one rate rose from 2.7% to 5.6%, with 15 rank-one placements in October versus 8 in July.

The distinction to notice is that Brightcove's recommendation presence is contracting while its placement quality when it does appear is strengthening.

Highest-priority diagnostic: Which prompts where Brightcove is mentioned no longer produce a recommendation?

SproutVideo: Largest single-month improvement in the middle tier

SproutVideo's valid recommendation coverage rose from 13.7% in July to 14.4% in October, up 0.7 points across the series. The larger move occurred month over month, from 10.3% in September to 14.4% in October, up 4.1 points.

The recommended top-three rate rose from 6.9% in July to 11.1% in October, up 4.2 points. Rank-one rate moved from 0.0% to 0.4%, with 1 rank-one placement in October. Raw mention presence fell from 19.9% to 18.1% across the series.

The distinction to notice is that SproutVideo's placement quality improved while its presence eased, meaning the brand is appearing slightly less but being recommended more often when it appears.

Highest-priority diagnostic: Which prompt types drove the October rise in top-three recommendations for SproutVideo?

Buyer-Intent Interpretation

Questions This Section Answers

• Which buyer-intent cluster do the qualified video hosting observations fall into?
• Which pricing or multi-brand comparison prompts are missing from the qualified benchmark set?

All 270 qualified October observations fell into the Brand Recommendation cluster. No pricing or multi-brand comparison prompts survived the qualification process in any of the four tracked months, which means the public benchmark can currently answer which brand AI systems recommend in direct-recommendation contexts but cannot yet assess how those systems frame pricing, value, or head-to-head tradeoffs. Buyers asking comparison or cost questions in the video hosting vertical are not being captured at scale in the qualified set, leaving a gap in understanding how AI systems position brands on price and value.

Brand Opportunity Summary

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

Evidence Behind the Benchmark

The aggregate metrics are built from prompt-level observations (query, surface, recommendation outcome, rank, sentiment, and citations where 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.

• AI Visibility Industry Market Methodology
• AI Visibility Industry Market Metrics
• AI Visibility Industry Market Standards

Report-Specific Interpretation Notes

• Small-count movement: Brands like Cincopa (0 valid recommendations) and JW Player (6 valid recommendations in October) operate on very small bases; their percentages can move sharply without indicating a durable shift.
• Qualified denominator: All brand-level percentages use the qualified benchmark observations (270 in October), not the raw collection volume of 800 prompts.
• Directional analysis: Month-over-month movement identifies changes worth investigating; it does not by itself establish the cause of those changes.

Next Step

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

Beneath the aggregate percentages sit specific questions: which high-intent prompts does a brand win, which competitor takes the recommendation when a brand loses, what attributes do AI systems associate with each option, and which external sources shape those answers. The benchmark shows the scoreboard; it does not reveal the plays that produced the outcome.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy. Where the benchmark identifies movement, the audit explains the mechanics behind it.

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