When buyers ask AI which secure video platform to use, the answer depends on which AI they ask and what kind of buyer they are. ChatGPT, Gemini and Google AI Overviews picked the same top recommendation only 23% of the time. The Gumlet AI Secure Video Benchmark tracked 24 secure video questions every day for 11 weeks (13 July to 28 September 2026), producing 5,671 AI answers.
Key findings
- The three AI engines rarely agree: on the same question and the same day, ChatGPT, Gemini and Google AI Overviews picked the same first recommendation only 23% of the time.
- Each engine has its own favourites: ChatGPT names Mux in 63% of answers, while Gemini and Google AI Overviews name it in 14%. SproutVideo shows the opposite pattern, at 40% in Gemini and AI Overviews but 11% in ChatGPT.
- The buyer type decides the winner: course creators are sent to VdoCipher and Gumlet, business and internal training teams to Vimeo and Panopto, OTT buyers to Brightcove, and developers asking about signed URLs to Mux and Cloudflare Stream.
- Two vendors are named in most answers: VdoCipher appears in 74% of answers and Vimeo in 62%. Gumlet (43%) and Brightcove (40%) follow, and no other vendor passes one third.
- AI has a clear answer for VdoCipher alternatives: when buyers ask for the best VdoCipher alternative for course videos, Gumlet is named in 94% of answers and is the top pick in 74%.
- Answers change almost every day: when the same engine is asked the same question on two days in a row, it gives the exact same list of vendors only 4% to 10% of the time.
- One question surfaces many vendors: across 11 weeks, each engine named 17 to 22 different vendors per question on average.
- "Secure" mostly means DRM to AI: 91% of answers mention DRM, 77% mention watermarking and 73% name Google Widevine or Apple FairPlay. Compliance topics like SOC 2 or GDPR appear in only 10%.
- Company websites supply most of the evidence: about 70% of the sources AI engines cite come from company and vendor websites. Independent media makes up about 7%.
- Google AI Overviews leans on YouTube and Reddit: YouTube is a source in 77% of AI Overview answers and Reddit in 47%. For ChatGPT and Gemini, both sit under 10%.
- The list-maker is often left off the list: Castr's guide to private video hosting is the most-retrieved secure video page in the dataset, yet Castr is named in only 8% of the answers that cite it.
How this benchmark was run
We asked three AI engines the same 24 secure video questions once a day for 11 weeks and recorded every answer. The tracking was done with Peec AI, an AI search monitoring platform.
| What we measured | Detail |
|---|---|
| AI engines | ChatGPT, Gemini, Google AI Overviews |
| Questions | 24 buyer-style questions about secure video hosting, DRM, piracy, and access control |
| Period | 13 July to 28 September 2026 (11 weeks) |
| Frequency | Each question asked once a day on each engine |
| Answers collected | 5,671 (1,916 ChatGPT, 1,920 Gemini, 1,835 Google AI Overviews) |
| Vendors tracked | Every video platform or DRM vendor named in an answer, 40+ in total |
Two terms appear throughout this report:
- Mention rate: the share of answers that name a vendor anywhere. A mention rate of 74% means the vendor was named in 74 out of every 100 answers.
- Top pick rate: the share of answers where a vendor is the first platform named. We treat the first-named platform as the AI's lead recommendation.
When a question names a vendor (for example, "best VdoCipher alternative"), that vendor is left out of that question's results so it doesn't get credit for simply being part of the question. The full method and its limits are covered at the end of the report.
The leaderboard: who AI names most
VdoCipher is the most-recommended secure video vendor, named in 74 out of every 100 answers. Vimeo follows at 62, and no other vendor reaches half of all answers.
Peec AI tracking data · 24 questions · 3 engines · 13 Jul to 28 Sep 2026
The field is wide. Beyond the 15 vendors in the chart, AI engines named more than 25 others at least occasionally, including DRM specialists like EZDRM, castLabs and Axinom, and course-focused platforms like Spotlightr and Dyntube. General tools that are not video security vendors, such as YouTube, Google Drive and course platforms like Teachable and Kajabi, also appeared and are left out of this ranking.
Who gets the top pick
VdoCipher is named first in 41 out of every 100 answers, more than double the next vendor. Being named first matters because buyers tend to read the lead recommendation most closely.
Peec AI tracking data · first vendor named per answer · 13 Jul to 27 Sep 2026
Looked at question by question, VdoCipher is the most common top pick on 13 of the 24 questions. Vimeo leads on 5, Mux on 2, and Brightcove, Cloudflare Stream, Gumlet and Panopto lead on 1 each. The full question-by-question list is in the buyer type section below.
ChatGPT, Gemini and Google AI Overviews send buyers to different places
A buyer's shortlist depends heavily on which AI they ask. On the same question and the same day, all three engines picked the same first recommendation only 23% of the time.
Peec AI tracking data · mention rate per engine · 13 Jul to 27 Sep 2026
The biggest gaps are easy to spot. Mux is named in 63% of ChatGPT answers but only 14% of Gemini and AI Overview answers. Cloudflare Stream shows a similar ChatGPT lean (39% compared with 5% in AI Overviews). SproutVideo and Inkrypt Videos go the other way, doing well in Gemini and AI Overviews but rarely appearing in ChatGPT. Gumlet is strongest in Gemini (61%), about double its AI Overviews rate (30%).
The engines also answer in very different styles:
| Answer style | ChatGPT | Gemini | Google AI Overviews |
|---|---|---|---|
| Typical answer length (median words) | 414 | 518 | 215 |
| Vendors named per answer (average) | 5.6 | 5.5 | 4.1 |
| Sources cited per answer (average) | 8.9 | 3.6 | 7.0 |
| Answers that use a comparison table | 96% | 51% | 2% |
| Answers that mention a price | 19% | 25% | 11% |
| Answers that end by asking about the buyer's needs | 74% | 61% | 74% |
| VdoCipher top pick rate | 32% | 41% | 51% |
Google AI Overviews gives the shortest, most concentrated answers, and it is where VdoCipher's lead is widest. ChatGPT names more developer-focused platforms and almost always lays them out in a table.
Results by buyer type
The kind of buyer asking changes the answer more than anything else. VdoCipher dominates questions from course creators and anti-piracy buyers, but it drops to 38% for business and internal training questions, where Vimeo leads.
| Buyer type | Questions | Most common top pick | Most-named vendors (mention rate) |
|---|---|---|---|
| Course creators and LMS | 4 | VdoCipher (60%), then Gumlet (23%) | VdoCipher 97%, Gumlet 63%, Vimeo 59% |
| Anti-piracy (downloads, screen recording) | 3 | VdoCipher (72%) | VdoCipher 92%, Vimeo 79%, Gumlet 47% |
| DRM and platform switching | 6 | VdoCipher (51%), then Mux (11%) | VdoCipher 85%, Gumlet 55%, Brightcove 48% |
| Access controls (signed URLs, domain locks, expiring links) | 3 | Cloudflare Stream (26%), then Vimeo (18%) | VdoCipher 70%, Vimeo 63%, Cloudflare Stream 63%, Mux 50% |
| Business and internal training | 4 | Vimeo (40%), then Panopto (20%) | Vimeo 94%, Brightcove 62%, SproutVideo 62%, Wistia 59% |
| OTT and media | 1 | Brightcove (32%), then VdoCipher (22%) | VdoCipher 88%, Vimeo 86%, Brightcove 78% |
| Fitness creators | 1 | VdoCipher (48%), then Vimeo (31%) | VdoCipher 71%, Vimeo 68%, SproutVideo 52% |
| Startups | 2 | VdoCipher (35%), then Vimeo (20%) | VdoCipher 52%, Mux 33%, Vimeo 32%, Gumlet 31% |
Three patterns stand out:
- Course creators get a DRM-first answer: almost every course and LMS answer names VdoCipher, and the discussion centres on encryption and watermarking.
- Business buyers get an enterprise video answer: for internal training and password-protected video, AI shifts to broad enterprise platforms like Vimeo, Brightcove, Panopto and Kaltura, and talks more about SSO and access control than DRM.
- Developers get infrastructure answers: questions about signed URLs and expiring links surface API-first platforms like Cloudflare Stream and Mux far more than creator tools.
One question showed how easily AI can misread intent. For "Which secure video platform should startups use?", 84% of answers recommended video meeting tools like Zoom, Google Meet or Microsoft Teams. Google AI Overviews did this in every answer and Gemini in 98%, while ChatGPT did it in 56%. Buyers looking for hosting need to say "hosting" to get hosting answers.
Question by question
| Question | Most common top pick | Share of answers |
|---|---|---|
| best video DRM for LMS | VdoCipher | 93% |
| can you suggest a vimeo alternative with serious drm protection | VdoCipher | 80% |
| best video hosting platforms that blocks screen recording | VdoCipher | 77% |
| top secure video hosting platforms for internal training | Panopto | 77% |
| Best video hosting platforms with DRM and watermarking for online courses | VdoCipher | 75% |
| best VdoCipher alternative for DRM-protected online course videos | Gumlet | 74% |
| top secure video hosting platform for online courses | VdoCipher | 74% |
| Best secure video hosting platforms to prevent downloads | VdoCipher | 73% |
| best video hosting with DRM | VdoCipher | 69% |
| best video hosting platform to stop video piracy | VdoCipher | 67% |
| top video platforms with dynamic watermarking | VdoCipher | 64% |
| Which secure video platform should startups use? | Vimeo | 61% |
| best Wistia alternative with video security and DRM | VdoCipher | 56% |
| top Password protected video hosting for businesses | Vimeo | 50% |
| Which video DRM platform is best for startups? | VdoCipher | 49% |
| Secure video hosting to prevent downloads for fitness training videos | VdoCipher | 48% |
| what are the best secure private video hosting platforms | Vimeo | 48% |
| best private video hosting platforms for business with uptime sla | Vimeo | 46% |
| best video hosting platform with signed URLs | Mux | 39% |
| Top DRM-supported video hosting platforms for OTT content | Brightcove | 32% |
| best tools to lock videos to my domain so links can't be reshared | Vimeo | 31% |
| best video DRM provider without managing license servers | VdoCipher | 29% |
| best managed video DRM provider that doesn't slow playback | Mux | 29% |
| top video hosting platforms with expiring links and domain restrictions | Cloudflare Stream | 25% |
The share column shows how settled each question is. "Best video DRM for LMS" has a clear winner at 93%, while the bottom questions are open contests where no vendor leads even a third of the time.
Spotlight: where Gumlet performs best
Gumlet, the publisher of this benchmark, is AI's most common answer for buyers looking to move off VdoCipher, and the second most common top pick for course creators. Gumlet was measured with the same method as every other vendor.
| Measure | Gumlet's result |
|---|---|
| Top pick for “best VdoCipher alternative for DRM-protected online course videos” | 74% of answers (84% in ChatGPT, 70% in Gemini, 69% in Google AI Overviews) |
| Named in answers to that same question | 94% |
| Top pick for course creator and LMS questions | 23%, second after VdoCipher |
| Named in course creator and LMS questions | 63% (70% in ChatGPT, 68% in Gemini, 50% in Google AI Overviews) |
| Mention rate in Gemini, all 24 questions | 61%, second after VdoCipher (80%) |
| Change over 11 weeks | 38% in the first week to 41% in the last, peaking at 51% in the week of 31 August |
Gumlet moved ahead of Brightcove into third place in early August and held that spot every week after. Over the same period, VdoCipher went from 75% to 68% and Vimeo from 70% to 55%.
Gumlet's weakest areas were business and internal training questions (named in 21% of answers) and Google AI Overviews overall (30%).
What "secure" means to AI
To AI engines, secure video mostly means DRM. Nine out of ten answers mention DRM, and about three in four name the specific DRM systems from Google (Widevine) and Apple (FairPlay).
Peec AI tracking data · feature mentions per answer · 13 Jul to 27 Sep 2026
The features AI talks about least are the ones larger organisations often ask about first. Single sign-on comes up in 30% of answers and compliance standards like SOC 2, GDPR and HIPAA in just 10%. Buyers with compliance needs will usually have to ask about them directly.
The engines also differ in emphasis. Gemini mentions screen recording protection in 79% of answers, compared with 39% for ChatGPT. ChatGPT mentions signed or expiring URLs in 70% of answers, compared with 27% for Google AI Overviews.
How consistent AI answers are
The overall ranking is stable over months, but individual answers change almost every day. Across 11 weeks, VdoCipher and Vimeo held the top two spots every week, with VdoCipher staying between 68% and 79%. The only change in the order was Gumlet moving ahead of Brightcove from early August.
Peec AI tracking data · weekly mention rate · 13 Jul to 27 Sep 2026
At the level of a single answer, the picture is very different. If a buyer asks the same engine the same question on two days in a row, they will almost always get a different list of vendors.
| Consistency measure | ChatGPT | Gemini | Google AI Overviews |
|---|---|---|---|
| Same question, next day: exact same vendor list | 6% | 4% | 10% |
| Same question, next day: share of vendors that appear both days | 53% | 48% | 57% |
| Different vendors named for one question across 11 weeks (average) | 17 | 22 | 17 |
| How often the most common top pick for a question actually comes first | 66% | 63% | 70% |
Here is how to read the second row with a simple example. If ChatGPT names 6 vendors on Monday and 6 on Tuesday, and 4 of them are the same, then 4 out of the 8 different vendors named across both days appear on both days, which is 50%. So roughly half of all the vendors named across the two days appear on both.
This is why a single screenshot of an AI answer says little. Visibility in AI search is better measured as a rate over many answers.
Where AI gets its information
About 70% of the sources AI engines cite for secure video questions are company and vendor websites. Independent media and review coverage is thin, at about 7% of citations, so vendors largely shape the material AI learns from.
Peec AI tracking data · cited source domains grouped by type · 13 Jul to 27 Sep 2026
Each engine draws from a different pool. Across all 5,671 answers, AI engines cited 1,200 different websites.
| Rank | ChatGPT | Gemini | Google AI Overviews |
|---|---|---|---|
| 1 | vimeo.com (68%) | gumlet.com (36%) | youtube.com (77%) |
| 2 | gumlet.com (56%) | vdocipher.com (22%) | reddit.com (47%) |
| 3 | mux.com (34%) | castr.com (20%) | vimeo.com (46%) |
| 4 | analyticsinsight.net (30%) | wbcomdesigns.com (15%) | vdocipher.com (40%) |
| 5 | vdocipher.com (26%) | muvi.com (14%) | castr.com (34%) |
| 6 | cloudflare.com (24%) | inkryptvideos.com (14%) | inkryptvideos.com (29%) |
| 7 | kinescope.com (22%) | swarmify.com (13%) | sproutvideo.com (19%) |
| 8 | forasoft.com (19%) | vimeo.com (11%) | gumlet.com (17%) |
The percentage is the share of that engine's answers that cite the site at least once. For example, vimeo.com appears as a source in 68 out of every 100 ChatGPT answers.
A few other patterns from Peec's page-level data:
- Google AI Overviews is the video and forum engine: YouTube is cited in 77% of its answers and Reddit in 47%, compared with 1% and 5% to 7% for ChatGPT and Gemini. The most-used YouTube videos are step-by-step setup and security tutorials, and the most-used Reddit threads are buyers asking where to host videos that can't be downloaded, in communities like r/VideoEditing, r/elearning and r/webdev.
- How-to guides and product pages are used most: among secure video pages, how-to guides make up 23% of retrievals, product pages 20%, listicles 19% and comparison pages 11%.
- Review sites play a supporting role: G2 is cited in 8% to 14% of answers depending on the engine.
The list-makers: cited but not recommended
Being used as a source is not the same as being recommended. Several vendors publish "best secure video hosting" guides that AI engines read and cite often, yet the AI rarely includes the publisher in its own answer.
| Website | Cited in (share of answers) | Publisher named when its page is cited | Publisher named overall |
|---|---|---|---|
| vdocipher.com | 29% | 98% | 75% |
| mux.com | 16% | 94% | 31% |
| sproutvideo.com | 10% | 93% | 30% |
| vimeo.com | 41% | 87% | 64% |
| gumlet.com | 37% | 66% | 43% |
| spotlightr.com | 7% | 46% | 6% |
| kinescope.com | 11% | 44% | 7% |
| inkryptvideos.com | 17% | 37% | 7% |
| castr.com | 18% | 8% | 2% |
| swarmify.com | 11% | 2% | 0% |
Here is how to read one row. castr.com is cited in 18 out of every 100 answers. But in the answers that cite it, Castr itself is named only 8 times out of 100. Castr's guide is helping AI build shortlists that mostly feature other vendors.
Castr's guide to private video hosting platforms is the most-retrieved secure video page in Peec's page-level data, used 1,053 times across all tracked questions. Vimeo's article on DRM providers is second with 842 retrievals.
The top of the table shows the opposite pattern. When AI cites vdocipher.com, mux.com or sproutvideo.com, it names that vendor more than 9 times out of 10. For these vendors, their own pages act as direct evidence for recommending them.
What this means for buyers and vendors
AI assistants are now a real starting point for secure video research, but the shortlist a buyer sees depends on the engine, the wording and the day.
For buyers evaluating secure video platforms:
- Ask more than one AI: the three engines agreed on the top pick only 23% of the time, so checking two or three gives a much fuller shortlist.
- Name your use case and say "hosting": course, OTT, internal training and developer questions all return different vendors, and a vague question like "secure video platform" can return meeting tools.
- Ask about compliance directly: SOC 2, GDPR and HIPAA come up in only 1 in 10 answers unless the buyer raises them.
- Treat prices in AI answers as a starting point: about 1 in 5 answers quotes a price, and those figures should be checked on the vendor's own pricing page.
For video platform vendors:
- Visibility is a rate, not a rank: with answers changing daily, the useful measure is how often a vendor is named across hundreds of answers.
- Each engine needs its own attention: ChatGPT, Gemini and Google AI Overviews favour different vendors and cite different sources.
- Clear, specific pages get cited: how-to guides, product pages and comparisons make up most of the pages AI retrieves, and vendors whose own pages clearly explain their security features are named far more often when cited.
- Buyer segments are winnable: outside course creators and anti-piracy questions, no vendor leads more than about a third of the time on many questions, which leaves room in areas like access controls, OTT and startups.
Methodology and limitations
Every number in this report comes from AI answers collected by Peec AI between 13 July and 28 September 2026. No survey data, sales data or vendor-supplied figures were used.
Disclosure: this benchmark is published by Gumlet, a video hosting platform that appears in the results. Gumlet was measured with exactly the same method as every other vendor, and the results are reported as they came out.
Data collection:
- Engines: ChatGPT, Gemini and Google AI Overviews, each answering in its standard consumer interface with web search as the answer source.
- Questions: 24 buyer-style questions about secure video hosting, DRM, watermarking, piracy, access control and private video. The full list is in the question-by-question table above.
- Schedule: each question was asked once a day on each engine for 78 days, plus two extra runs on the first day, giving 5,760 runs. Google AI Overviews did not appear for 85 of its runs, and ChatGPT returned no answer for 4, leaving 5,671 answers.
- Buyer types: each question was assigned to one buyer type based on its wording (for example, anything mentioning courses or an LMS counts as "Course creators and LMS").
How we counted:
- Mentions: each answer was scanned for the names of more than 60 video platforms and DRM vendors, including common spelling variants (for example "VdoCipher" and "Vdo Cipher"). A vendor counts as mentioned if its name appears anywhere in the answer text. Product lines count toward the parent brand, so "Vimeo OTT" and "Vimeo Enterprise" count as Vimeo.
- Top pick: the first dedicated video or DRM vendor named in the answer. General tools like YouTube, Google Drive, AWS or course platforms are not counted as top picks.
- Vendors named in a question: when a question includes a vendor's name (VdoCipher, Vimeo or Wistia), that vendor is excluded from the results for that question.
- Sources: source domains were grouped using Peec's own site classifications. YouTube, Reddit, Quora, Facebook, LinkedIn and Medium are grouped as social.
- Page-level data: Peec's page-level export covers all questions tracked for the account, not only the 24 in this study. For the page findings, we kept 1,954 pages whose address or title relates to video security (for example "DRM", "secure", "piracy" or "private").
Limitations:
- Three engines only: Perplexity, Claude, Microsoft Copilot and Google AI Mode were not part of this dataset, and results there may differ.
- English, one market: all questions were in English and collected under Peec's tracking settings for this project. Answers can vary by country and language.
- Thin segments: OTT and fitness are each represented by one question, so those results are directional.
- Name detection is text-based: a vendor is counted whether it is recommended or mentioned as a comparison. We did not score whether each mention was positive or negative.
- AI answers change: these results describe a specific 11-week window. AI engines update their models and search sources often.
- Ad flags: Peec flagged ad content in about 4 in 10 ChatGPT answers, mostly in July and August. Ads were not analysed in this report.
Frequently asked questions
Which secure video hosting platform do AI assistants recommend most?
VdoCipher. Across 5,671 answers from ChatGPT, Gemini and Google AI Overviews, it was named in 74% and recommended first in 41%. Vimeo was second (62% named, 18% first) and Gumlet third (43% named, 8% first).
Do ChatGPT, Gemini and Google AI Overviews recommend the same platforms?
Only partly. On the same question and day, all three picked the same first recommendation 23% of the time. ChatGPT favours developer platforms like Mux and Cloudflare Stream, while Gemini and Google AI Overviews name SproutVideo and Inkrypt Videos far more often.
Which platform does AI recommend for online course videos?
VdoCipher is the most common first recommendation for course and LMS questions (60% of answers), followed by Gumlet (23%). VdoCipher, Gumlet and Vimeo are the three most-named platforms for this buyer type.
What is the best alternative to VdoCipher, according to AI?
Gumlet. When asked for the best VdoCipher alternative for DRM-protected course videos, AI engines named Gumlet in 94% of answers and recommended it first in 74%. ChatGPT picked it first in 84% of answers, Gemini in 70% and Google AI Overviews in 69%.
Which platform does AI recommend for internal training and business video?
Vimeo leads for business and internal training questions, named in 94% of answers and first in 40%. Panopto, Brightcove, SproutVideo and Wistia are also commonly named.
What security features do AI assistants talk about most?
DRM (91% of answers), watermarking (77%) and the Google Widevine and Apple FairPlay DRM systems (73% each). Compliance standards like SOC 2, GDPR and HIPAA appear in only 10% of answers.
Where do AI assistants get their information about secure video platforms?
Mostly from vendor websites, which make up about 70% of cited sources. Google AI Overviews also relies heavily on YouTube (cited in 77% of its answers) and Reddit (47%).
How often do AI answers about secure video hosting change?
Almost daily. The same engine gave the exact same vendor list for the same question on two consecutive days only 4% to 10% of the time, although the overall ranking of vendors stayed stable across the 11 weeks.
