AEO for freight brokers: AI search visibility ranking
How AI search engines rank freight brokers by visibility and citations. 15 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. Intermediaries that arrange truckload, LTL, intermodal, and managed freight capacity between shippers and carriers. 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 Freight brokers, AI engines frequently point to C.H. Robinson as the leading brand. With a visibility percentage of 50.0, it stands out among competitors. Total Quality Logistics and RXO are also mentioned as top contenders, showing that they maintain a significant presence in AI engine responses.
The rankings reflect a pattern of AI engines citing sources that specialize in logistics information. Notably, atsinc.com and ttnews.com are among the primary sources. This indicates that the AI relies heavily on content from industry-specific sites which often compile reviews and insights from multiple experts.
For buyers evaluating this list, it's crucial to consider the elements AI engines prioritize, such as recent reviews and third-party validations. These factors indicate topical authority, so looking for a freight broker that frequently receives mentions on industry-focused platforms can be a reliable measure of their market standing.
At a glance
What we observed in this category
C.H. Robinson leads the freight brokers category with a composite score of 46.2, well above the category average visibility of 8.3%. Total Quality Logistics matches its 50% visibility score exactly, yet its composite score of 35.0 trails Robinson's 46.2 by a meaningful margin. The gap matters because Robinson is the only top-two brand also appearing as a cited source (chrobinson.com is listed in the top cited sources), giving it a dual presence that TQL completely lacks.
The visibility-citation divergence in this category is sharp. Total Quality Logistics holds 50% visibility but a 0% citation rate, meaning Google AI Mode surfaces it by name but never links to it directly. Uber Freight presents the inverse case: 0% visibility but a 12.5% citation rate, making it a referenced source the AI trusts without prominently naming it in responses. This named-versus-trusted split is a defining structural feature of this category's AI landscape.
Google AI Mode is the top engine for every brand in the dataset, confirming this category's AI visibility is concentrated in a single engine. The top cited external sources include industry-specific outlets such as freightwaves.com and ttnews.com, alongside atsinc.com and inteklogistics.com. The presence of youtube.com and freightquote.com in the cited sources list suggests the AI is drawing from a broad content mix rather than anchoring purely on trade press or brand-owned domains.
Movers & shakers since last refresh
Biggest visibility risers
-
Total Quality Logistics 38% → 50% · rank #2 → #2+12pp
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RXO 0% → 12% · rank #5 → #3+12pp
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Coyote Logistics 0% → 12% · rank #8 → #4+12pp
Biggest visibility fallers
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Worldwide Express 25% → 0% · rank #3 → #9-25pp
-
Uber Freight 12% → 0% · rank #4 → #5-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
chrobinson.com
|
50% | 38% | Google AI Mode |
C.H. Robinson leads with a composite score of 46.2, a 37.5% citation rate, and is the only top-ranked brand whose own domain appears in the category's top cited sources list. |
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| 2 |
tql.com
|
50% | 0% | Google AI Mode |
Total Quality Logistics matches C.H. Robinson's 50% visibility but holds a 0% citation rate, the starkest named-versus-trusted gap among the top five brands. |
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| 3 |
rxo.com
|
12% | 12% | Google AI Mode |
RXO rose two rank positions and gained 12.5 visibility points from zero in the prior period, with citation also at 12.5%, giving it the most balanced visibility-to-citation ratio of the risers. |
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| 4 |
coyote.com
|
12% | 0% | Google AI Mode |
Coyote Logistics climbed four rank positions with a 12.5% visibility gain from zero, but its 0% citation rate mirrors TQL's pattern of being named without being sourced. |
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| 5 |
uberfreight.com
|
0% | 12% | Google AI Mode |
Uber Freight dropped to 0% visibility while gaining a 12.5% citation rate, making it the clearest example of a brand trusted as a source but absent from AI-generated brand mentions. |
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| 6 |
ntgfreight.com
|
0% | 12% | Google AI Mode |
| 7 |
schneider.com
|
0% | 12% | Google AI Mode |
| 8 |
echo.com
|
0% | 0% | Google AI Mode |
| 9 |
wwex.com
|
0% | 0% | Google AI Mode |
| 10 |
redwoodlogistics.com
|
0% | 0% | Google AI Mode |
| 11 |
mybluegrace.com
|
0% | 0% | Google AI Mode |
| 12 |
arrivelogistics.com
|
0% | 0% | Google AI Mode |
| 13 |
globaltranz.com
|
0% | 0% | Google AI Mode |
| 14 |
modeglobal.com
|
0% | 0% | Google AI Mode |
| 15 |
landstar.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on freight brokers, 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 freight brokers 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 freight brokers
Who leads AI visibility in the freight brokers category?
C.H. Robinson leads with a composite score of 46.2 and 50% visibility, the highest in the category. Total Quality Logistics shares the 50% visibility mark but scores lower overall at 35.0 due to a 0% citation rate.
What sources does Google AI Mode cite most for freight broker research?
The top cited sources include atsinc.com, ttnews.com, freightwaves.com, inteklogistics.com, and youtube.com, alongside brand-owned domain chrobinson.com. Trade publications and third-party logistics content dominate the citation mix.
Which freight broker brands are cited by AI but rarely named in responses?
Uber Freight, NTG, and Schneider each hold a 12.5% citation rate but 0% visibility, meaning Google AI Mode references their content as sources without surfacing them prominently in answers.
Which brands have seen the biggest AI visibility changes recently?
Coyote Logistics gained the most rank positions (up four) while RXO and TQL each added 12.5 visibility points. Worldwide Express was the biggest faller, dropping six rank positions and losing 25 visibility points to reach 0%.
How concentrated is AI visibility in the freight brokers category?
Visibility is highly concentrated: C.H. Robinson and TQL together account for the bulk of named appearances, while the category average visibility sits at just 8.3% across 15 brands.
Is there a brand in freight brokers that achieves both high visibility and high citation?
C.H. Robinson is the only brand combining meaningful scores on both dimensions, with 50% visibility and a 37.5% citation rate. All other top-five brands show a significant gap between the two metrics.