Shoppable video platforms: AI search visibility ranking (2026)
How AI search engines rank shoppable video platforms by visibility and citations. 18 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Shoppable video platforms used by brands and retailers to turn livestreams and short-form video into measurable commerce experiences. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 19, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Tolstoy leads the shoppable video platforms category with a composite score of 35.0, nearly 10 points clear of second-placed Videowise at 25.0. The gap matters because Tolstoy achieves this lead despite a visibility rate of only 12.5 percent, lower than Videowise's 25.0 percent. Its dominance is driven entirely by a citation rate of 87.5 percent, the highest in the category by a wide margin, meaning Google AI Mode trusts Tolstoy's domain as a source far more often than it surfaces the brand by name.
Videowise presents the opposite pattern to Tolstoy: its visibility of 25.0 percent matches its citation rate exactly, showing a balanced but unremarkable AI presence. Livescale, CommentSold, and Smartzer all share identical composite scores of 8.8, with 12.5 percent visibility each and zero citations, meaning they are named occasionally but never trusted as a source. Firework inverts this entirely, registering 0.0 percent visibility but a 25.0 percent citation rate, placing it sixth overall despite never being named in a direct response.
Google AI Mode is the dominant engine across all 18 brands in this category, with every brand listing it as their top engine. The cited sources list reveals that gotolstoy.com and videowise.com anchor the AI's reference pool, alongside third-party and informational domains such as youtube.com, whatmore.ai, terrificlive.com, completegreet.com, and acowebs.com. The presence of these non-brand domains suggests Google AI Mode is supplementing sparse vendor content with broader review and tutorial sources when constructing responses about shoppable video platforms.
Movers & shakers since last refresh
Biggest visibility risers
-
Videowise 0% → 25% · rank #0 → #2+25pp
-
Tolstoy 0% → 12% · rank #0 → #1+12pp
-
Livescale 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
gotolstoy.com
|
12% | 88% | Google AI Mode |
Tolstoy holds the top composite score of 35.0 with a category-leading citation rate of 87.5 percent, despite visibility of only 12.5 percent, three times the category average. |
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| 2 |
videowise.com
|
25% | 25% | Google AI Mode |
Videowise is the only brand with visibility of 25.0 percent, six times the category average of 4.2 percent, and its citation rate matches its visibility exactly at 25.0 percent. |
||||
| 3 |
livescale.tv
|
12% | 0% | Google AI Mode |
Livescale shares a composite score of 8.8 with ranks four and five, achieving 12.5 percent visibility but zero citations, indicating it is named without being used as a trusted source. |
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| 4 |
commentsold.com
|
12% | 0% | Google AI Mode |
CommentSold mirrors Livescale with 12.5 percent visibility and a zero citation rate, placing it in a three-way tie at composite 8.8 with no differentiation from peers at this tier. |
||||
| 5 |
smartzer.com
|
12% | 0% | Google AI Mode |
Smartzer rounds out the three-way tie at composite 8.8, with 12.5 percent visibility and no citations, identical in every scored metric to Livescale and CommentSold. |
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| 6 |
firework.com
|
0% | 25% | Google AI Mode |
| 7 |
bambuser.com
|
0% | 0% | Google AI Mode |
| 8 |
quinn.live
|
0% | 0% | Google AI Mode |
| 9 |
buywith.com
|
0% | 0% | Google AI Mode |
| 10 |
emplifi.io
|
0% | 0% | Google AI Mode |
| 11 |
whatnot.com
|
0% | 0% | Google AI Mode |
| 12 |
thentwrk.com
|
0% | 0% | Google AI Mode |
| 13 |
vudoo.com
|
0% | 0% | Google AI Mode |
| 14 |
talkshop.live
|
0% | 0% | Google AI Mode |
| 15 |
mikmak.com
|
0% | 0% | Google AI Mode |
| 16 |
storyly.io
|
0% | 0% | Google AI Mode |
| 17 |
reelup.io
|
0% | 0% | Google AI Mode |
| 18 |
clicktivated.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on shoppable video platforms, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own shoppable video platforms brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about shoppable video platforms AI visibility
Who leads AI visibility in shoppable video platforms?
Tolstoy leads with a composite score of 35.0, driven by an 87.5 percent citation rate. Videowise ranks second at 25.0, with higher raw visibility of 25.0 percent but far lower citation authority.
Which brand has the highest citation rate in this category?
Tolstoy holds the highest citation rate at 87.5 percent, more than three times that of Videowise and Firework, which are the only other brands with any citations at all.
What sources does Google AI Mode cite most for shoppable video platform research?
The top cited sources are gotolstoy.com, youtube.com, whatmore.ai, and videowise.com, alongside smaller sites such as terrificlive.com, completegreet.com, and acowebs.com.
Can a brand be cited by AI without appearing in direct responses?
Yes. Firework has a 0.0 percent visibility rate but a 25.0 percent citation rate, meaning Google AI Mode references its domain as a source without naming it as a recommended platform.
How fragmented is AI visibility across shoppable video platforms?
It is highly fragmented. The category average visibility is 4.2 percent and average citation rate is 7.6 percent, while eight of the top ten brands score zero on composite or have no citations at all.
Which engine dominates AI coverage in the shoppable video platforms category?
Google AI Mode is the top engine for every single brand across all 18 tracked in this category, with no other engine appearing as a top source in the dataset.