Freight brokers: AI search visibility ranking (2026)
How AI search engines rank freight brokers by visibility and citations. 15 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. 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 AI engines like ChatGPT, Claude, Perplexity, and Gemini answer questions about freight brokers, C.H. Robinson comes up in roughly half of all responses, giving it a 50% visibility score across the category. Total Quality Logistics and Worldwide Express appear regularly behind it, but no other brand comes close to matching C.H. Robinson's consistency across AI platforms.
The rankings reflect which sources AI engines trust most. The top cited domains include inteklogistics.com, badgerlogistics.com, ttnews.com, chrobinson.com, and speedcommerce.com. Several of these are industry blogs and trade news outlets rather than neutral aggregators, which means brands with strong coverage in freight-specific trade media and operational content tend to rank higher than brands relying on general review platforms.
For a buyer using this page, the most practical signal is third-party validation in freight-specific sources. A brand that appears frequently in trade publications and industry commentary has built topical authority AI engines reward. Check whether a broker you are considering has recent, substantive coverage in outlets like ttnews.com, not just customer reviews, since that editorial presence is what shapes AI recommendations in this category.
At a glance
What we observed in this categoryauto-generated
C.H. Robinson holds the top position in freight broker AI visibility with a composite score of 50.0, exactly six times the category average of 8.3. Its visibility and citation rates are perfectly aligned at 50.0 each, meaning it is not only mentioned frequently but also actively sourced. This symmetry is rare across the 15 brands tracked and signals that Google AI Mode treats chrobinson.com as a primary reference point, not just a named entity.
Total Quality Logistics presents a notable divergence: its visibility rate of 37.5 is three times its citation rate of 12.5, producing a composite of 30.0. This means AI responses name TQL often but rarely link back to tql.com as a source. Uber Freight shows an even sharper split, appearing in 12.5 percent of responses but receiving zero citations. RXO, Redwood Logistics, and BlueGrace each sit at 0.0 visibility while still earning 12.5 citation rates, a pattern suggesting they are referenced as sources without being named as recommended brands.
All top engines recorded in the data are Google AI Mode, confirming this audit reflects a single-engine landscape. The top cited sources list includes several third-party domains such as inteklogistics.com, badgerlogistics.com, ttnews.com, and shipbob.com, none of which are among the ranked brands. This indicates Google AI Mode anchors its freight broker answers heavily on industry news sites and smaller logistics directories rather than the brand-owned domains of the major players it names.
Movers & shakers since last refresh
Biggest visibility risers
-
C.H. Robinson 0% → 50% · rank #0 → #1+50pp
-
Total Quality Logistics 0% → 38% · rank #0 → #2+38pp
-
Worldwide Express 0% → 25% · rank #0 → #3+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
chrobinson.com
|
50% | 50% | Google AI Mode |
C.H. Robinson leads all 15 brands with a composite score of 50.0, with visibility and citation both at 50.0, six times the 8.3 category average. |
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| 2 |
tql.com
|
38% | 12% | Google AI Mode |
Total Quality Logistics scores 37.5 visibility but only 12.5 citation, a gap of 25 points indicating it is named far more often than it is sourced. |
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| 3 |
wwex.com
|
25% | 25% | Google AI Mode |
Worldwide Express achieves aligned visibility and citation rates of 25.0 each, matching C.H. Robinson's symmetry pattern but at half the score. |
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| 4 |
uberfreight.com
|
12% | 0% | Google AI Mode |
Uber Freight appears in 12.5 percent of AI responses but receives zero citations, giving it the starkest named-but-not-trusted gap in the top five. |
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| 5 |
rxo.com
|
0% | 12% | Google AI Mode |
RXO records 0.0 visibility but 12.5 citation, meaning AI Mode links to rxo.com as a source without ever naming RXO as a recommended freight broker. |
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| 6 |
redwoodlogistics.com
|
0% | 12% | Google AI Mode |
| 7 |
mybluegrace.com
|
0% | 12% | Google AI Mode |
| 8 |
coyote.com
|
0% | 0% | Google AI Mode |
| 9 |
echo.com
|
0% | 0% | Google AI Mode |
| 10 |
arrivelogistics.com
|
0% | 0% | Google AI Mode |
| 11 |
globaltranz.com
|
0% | 0% | Google AI Mode |
| 12 |
ntgfreight.com
|
0% | 0% | Google AI Mode |
| 13 |
modeglobal.com
|
0% | 0% | Google AI Mode |
| 14 |
schneider.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 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 →
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. How AI search ranking works →
Get your own freight brokers 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 freight brokers AI visibility
Who leads AI visibility in the freight brokers category?
C.H. Robinson leads with a composite score of 50.0 and matching visibility and citation rates of 50.0, far ahead of second-ranked Total Quality Logistics at 30.0.
What sources does Google AI Mode cite most for freight broker research?
The most cited sources include third-party domains such as inteklogistics.com, badgerlogistics.com, and ttnews.com, with only chrobinson.com appearing among both the cited sources and the ranked brands.
Which freight broker brands are named by AI but not cited as sources?
Total Quality Logistics has a 25-point gap between visibility (37.5) and citation (12.5), and Uber Freight is named in 12.5 percent of responses while receiving zero citations.
Are any brands cited by AI without being named as recommended options?
Yes, RXO, Redwood Logistics, and BlueGrace each record 0.0 visibility but 12.5 citation, meaning AI Mode links to their domains without naming them in its answers.
How concentrated is AI visibility in this category?
The top three brands, C.H. Robinson, Total Quality Logistics, and Worldwide Express, account for the only meaningful visibility scores, while 7 of the 15 tracked brands score 0.0 on both metrics.
Which AI engine dominates freight broker category coverage?
Every brand in the audit lists Google AI Mode as its top engine, indicating this audit reflects a single-engine visibility picture with no data from other AI platforms.