AEO for CPQ software: AI search visibility ranking
How AI search engines rank CPQ software 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. Configure-price-quote platforms used by sales teams to assemble complex products, automate pricing, generate quotes, and accelerate deal execution. 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 ask AI engines about CPQ software, Salesforce CPQ often emerges as the leader. It holds a visibility percentage of 25.0, indicating its strong presence in recommendations. Other top brands include Experlogix and Nue, which also appear frequently in AI-generated suggestions, though with less prominence than Salesforce CPQ.
The rankings reflect heavily cited sources such as youtube.com, gartner.com, and mobileforce.ai. These platforms, likely review aggregators or industry authorities, influence AI engines by providing comprehensive and trusted insights. Their citations suggest a noteworthy dependence on widely recognized and authoritative domains that offer expert analysis and customer reviews.
For buyers evaluating CPQ software options, the key is understanding what AI engines value: recent reviews and third-party validation from authoritative sources. Picking a brand from this list should involve checking the latest industry feedback and expert analyses related to your specific CPQ needs, ensuring a choice that aligns with high-quality topical authority.
At a glance
What we observed in this category
Salesforce CPQ leads the category with a composite score of 40.0, nearly double the score of second-ranked Experlogix at 27.5. Its citation rate of 75.0% is the highest in the dataset by a wide margin, meaning Google AI Mode not only mentions it but actively links to it as a source. The gap between Salesforce CPQ and the rest of the field is structural, not marginal, and reflects a dominance that smaller challengers would need significant momentum to close.
Nue presents the sharpest divergence between visibility and citation in the category. It holds the highest visibility score at 37.5%, yet carries a 0.0% citation rate, meaning AI surfaces it frequently in answers but never links to its domain as a source. Cincom CPQ shows the inverse pattern, with 0.0% visibility but a 37.5% citation rate. These two cases confirm that being named in AI responses and being trusted as a cited source are distinct and separable outcomes in this category.
Google AI Mode is the top engine for every brand in the top 10 without exception, confirming this category's AI visibility is concentrated in a single engine. The top cited external sources include youtube.com, gartner.com, and third-party tools like mobileforce.ai, introw.io, and guideflow.com, alongside brand-owned domains salesforce.com, experlogix.com, and cincom.com. The presence of video and analyst sources alongside niche third-party sites suggests AI is anchoring on a broad but non-brand-heavy reference set.
Movers & shakers since last refresh
Biggest visibility risers
-
Nue 0% → 38% · rank #8 → #3+38pp
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Salesforce CPQ 0% → 25% · rank #5 → #1+25pp
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DealHub 0% → 25% · rank #7 → #5+25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
salesforce.com
|
25% | 75% | Google AI Mode |
Salesforce CPQ leads all 20 brands with a composite score of 40.0 and a 75.0% citation rate, which is 61.9 points above the category average citation rate of 13.1%. |
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| 2 |
experlogix.com
|
12% | 62% | Google AI Mode |
Experlogix ranks second with a composite score of 27.5 and a citation rate of 62.5%, making it the only brand outside Salesforce CPQ to exceed a 50% citation rate. |
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| 3 |
nue.io
|
38% | 0% | Google AI Mode |
Nue has the highest raw visibility in the dataset at 37.5%, but its 0.0% citation rate means AI mentions it without ever linking to its domain as a trusted source. |
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| 4 |
pandadoc.com
|
25% | 25% | Google AI Mode |
PandaDoc CPQ sits at 25.0% visibility and 25.0% citation, making it the most balanced brand in the top five with equal mention and trust scores across AI responses. |
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| 5 |
dealhub.io
|
25% | 12% | Google AI Mode |
DealHub rose two ranks to fifth with a visibility delta of 25.0 percentage points, but its citation rate of 12.5% remains close to the category average of 13.1%. |
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| 6 |
oracle.com
|
25% | 0% | Google AI Mode |
| 7 |
cincom.com
|
0% | 38% | Google AI Mode |
| 8 |
quotewerks.com
|
12% | 0% | Google AI Mode |
| 9 |
sap.com
|
12% | 0% | Google AI Mode |
| 10 |
hubspot.com
|
0% | 12% | Google AI Mode |
| 11 |
vendavo.com
|
0% | 12% | Google AI Mode |
| 12 |
tacton.com
|
0% | 12% | Google AI Mode |
| 13 |
subskribe.com
|
0% | 12% | Google AI Mode |
| 14 |
conga.com
|
0% | 0% | Google AI Mode |
| 15 |
pros.com
|
0% | 0% | Google AI Mode |
| 16 |
epicor.com
|
0% | 0% | Google AI Mode |
| 17 |
revalizesoftware.com
|
0% | 0% | Google AI Mode |
| 18 |
connectwise.com
|
0% | 0% | Google AI Mode |
| 19 |
infor.com
|
0% | 0% | Google AI Mode |
| 20 |
logik.ai
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on CPQ software, 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 CPQ software 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 CPQ software
Who leads AI visibility in CPQ software?
Salesforce CPQ leads with a composite score of 40.0 and a citation rate of 75.0%. It also recorded the largest combined gains in the latest period, rising from rank 5 to rank 1.
Which CPQ brand has the highest visibility but lowest citation rate?
Nue holds the highest visibility at 37.5% but has a 0.0% citation rate, meaning Google AI Mode mentions it in responses without citing its domain as a reference source.
What sources does AI cite most for CPQ software research?
The top cited sources include youtube.com, gartner.com, and third-party tools such as mobileforce.ai, introw.io, and guideflow.com, alongside brand-owned domains salesforce.com, experlogix.com, and cincom.com.
Which CPQ brand is cited frequently despite having no AI visibility?
Cincom CPQ has a 0.0% visibility score but a 37.5% citation rate, meaning its domain is referenced as a source even though the brand is not being named in AI-generated answers.
How concentrated is AI visibility across the CPQ software category?
The category average visibility is just 8.8%, while the top brand sits at 25.0% and the biggest riser Nue reaches 37.5%, showing heavy concentration at the top of the ranking.
Which engine dominates AI visibility for CPQ software?
Google AI Mode is the top engine for all ten ranked brands in the dataset, with no other engine recorded as a primary driver for any brand in the category.