AEO for retail media agencies: AI search visibility ranking
How AI search engines rank retail media agencies by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Retail media agencies helping consumer brands grow with Amazon Ads, Walmart Connect, marketplace optimization, and retailer-specific performance marketing. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers inquire about Retail media agencies, AI engines consistently highlight Tinuiti as the leader. Acadia and Skai are also frequently mentioned, with Tinuiti appearing in 37.5% of citations. This highlights its strong presence and influence in the field, suggesting it's a top choice for many seeking robust Retail media agency services.
The ranking is primarily influenced by the top cited sources, including domains like nine.am, youtube.com, and fieldtrip.agency. These sites often function as aggregators or review platforms, which indicates that AI engines rely heavily on them to gather insights and data on industry leaders, impacting the visibility of each brand.
For buyers, this ranking means that AI engines prioritize brands with a strong presence in recent reviews and who receive solid third-party validation. When selecting from this list, consider the topical authority each brand holds in specific subcategories. Which brand repeatedly earns high marks from authoritative sources? These factors are key when evaluating your options.
At a glance
What we observed in this category
Tinuiti leads the retail media agencies category with a composite score of 11.2 and a citation rate of 37.5 percent, placing it well above the category average citation rate of 4.4 percent. Acadia and Skai share second position, each with a citation rate of 25.0 percent and a composite score of 7.5. The gap between Tinuiti and every other brand is substantial: its citation rate is 12.5 percentage points higher than the next two brands, and the remaining 17 brands in the dataset are effectively invisible by citation.
Every brand in the top 20 records a visibility score of 0.0 percent, meaning no brand is being surfaced in named AI overviews in a consistent way. Despite this zero visibility floor, three brands still accumulate meaningful citation percentages, Tinuiti, Acadia, and Skai. This pattern indicates that Google AI Mode is referencing these brands inside response text or footnotes without presenting them as prominently named recommendations, a meaningful divergence between being cited and being visible.
The top cited sources in this category are dominated by niche and third-party domains including nine.am, fieldtrip.agency, marketingltb.com, eyefulmedia.com, and harvestgroup.com, alongside broader platforms such as youtube.com, linkedin.com, and reddit.com. None of these sources are the owned domains of the ranked brands themselves, which suggests Google AI Mode is anchoring its retail media agency responses on editorial and directory-style content rather than brand-owned pages. This makes third-party coverage the primary lever for citation in this category.
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
tinuiti.com
|
0% | 38% | Google AI Mode |
Tinuiti holds a category-leading citation rate of 37.5 percent and a composite score of 11.2, more than 33 percentage points above the 4.4 percent category average citation rate. |
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| 2 |
acadia.io
|
0% | 25% | Google AI Mode |
Acadia shares rank 2 with Skai, both at 25.0 percent citation and a composite score of 7.5, sitting well above every brand ranked 4 or lower. |
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| 3 |
skai.io
|
0% | 25% | Google AI Mode |
Skai matches Acadia exactly at 25.0 percent citation and 7.5 composite score, with both brands confined to Google AI Mode citations and zero measured visibility. |
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| 4 |
pacvue.com
|
0% | 0% | Google AI Mode |
Pacvue Services records a citation rate of 0.0 percent and a composite score of 0.0, placing it among the majority of brands with no measurable AI presence in this category. |
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| 5 |
flywheeldigital.com
|
0% | 0% | Google AI Mode |
Flywheel Digital also scores 0.0 across both citation and composite metrics, making it statistically indistinguishable from at least 15 other brands in the audit dataset. |
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| 6 |
croud.com
|
0% | 0% | Google AI Mode |
| 7 |
marketplacevalet.com
|
0% | 0% | Google AI Mode |
| 8 |
canopymanagement.com
|
0% | 0% | Google AI Mode |
| 9 |
incrementumdigital.com
|
0% | 0% | Google AI Mode |
| 10 |
channelbakers.com
|
0% | 0% | Google AI Mode |
| 11 |
bobsledmarketing.com
|
0% | 0% | Google AI Mode |
| 12 |
mimbi.io
|
0% | 0% | Google AI Mode |
| 13 |
sequencecommerce.com
|
0% | 0% | Google AI Mode |
| 14 |
wpromote.com
|
0% | 0% | Google AI Mode |
| 15 |
witailer.com
|
0% | 0% | Google AI Mode |
| 16 |
profitero.com
|
0% | 0% | Google AI Mode |
| 17 |
molzi.com
|
0% | 0% | Google AI Mode |
| 18 |
stride.company
|
0% | 0% | Google AI Mode |
| 19 |
mediamonks.com
|
0% | 0% | Google AI Mode |
| 20 |
pattern.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on retail media agencies, 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 AEO 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. More on visibility →
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. More on citation rate →
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. How AI engines pick sources →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own retail media agencies brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for retail media agencies
Who leads AI visibility in retail media agencies?
Tinuiti leads the category with a composite score of 11.2 and a citation rate of 37.5 percent, well ahead of Acadia and Skai who both sit at 25.0 percent citation.
What is the average AI citation rate for retail media agencies?
The category average citation rate is 4.4 percent, though this average is heavily skewed by the three brands that hold any citation at all, with the remaining brands recording 0.0 percent.
Which sources does Google AI Mode cite most for retail media agency research?
The top cited sources include nine.am, youtube.com, fieldtrip.agency, marketingltb.com, and linkedin.com, all third-party or platform domains rather than brand-owned sites.
How many retail media agency brands have measurable AI visibility?
Based on the audit data, every brand in the top 20 records a visibility score of 0.0 percent, though three brands (Tinuiti, Acadia, Skai) do achieve meaningful citation rates.
Is there a difference between being cited and being visible in this category?
Yes. Tinuiti, Acadia, and Skai all carry non-zero citation rates despite zero visibility scores, indicating Google AI Mode references them in response text without surfacing them as named prominent recommendations.
Which engine drives AI citation for retail media agencies?
All ranked brands in this audit list Google AI Mode as their top engine, with no other engine recorded as a primary citation source across the entire category.