AEO for configure, price, quote software: AI search visibility ranking
How AI search engines rank configure, price, quote 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 software used by revenue teams to build complex offers, automate approvals, generate proposals, and improve quoting speed and accuracy. 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 inquiring about Configure, price, quote software, AI engines frequently highlight DealHub as the leader in this category. Salesforce Revenue Cloud and Oracle CPQ also feature prominently in discussions. DealHub stands out with 50% visibility among AI engine responses, indicating its prominence in the field.
The current rankings are heavily influenced by widely cited sources such as salesforce.com and g2.com. These platforms, which often include both manufacturer websites and aggregator review sites, shape the visibility of brands by providing comprehensive analyses and hosting customer feedback.
For buyers assessing which brand to choose, consider the importance of recent reviews and third-party validation. AI engines prioritize brands based on consistent positive feedback and detailed evaluations, ensuring you select a tool with confirmed reliability and expert approval in the CPQ software sector.
At a glance
What we observed in this category
DealHub leads the CPQ category with a visibility score of 50.0%, more than double the 25.0% of the next closest brand, Salesforce Revenue Cloud, and far above the category average of 8.1%. That 25-point gap at the top is meaningful because it signals Google AI Mode is surfacing DealHub in roughly half of relevant queries, a level of named presence no other CPQ vendor currently matches. Oracle CPQ sits third at 37.5% visibility, making the top three a distinct tier above the remaining 17 brands.
The most striking divergence between visibility and citation sits with Salesforce Revenue Cloud and Oracle CPQ. Salesforce is named in only 25.0% of responses yet cited in 62.5% of them, meaning AI answers lean on salesforce.com as a source far more than they mention the brand by name. Oracle CPQ is the inverse extreme, appearing in 37.5% of responses but receiving zero citations. DealHub holds strong visibility but saw its citation rate fall 25 points in the latest period, widening this named-versus-trusted split further.
Google AI Mode is the dominant engine across all top 10 brands, with every brand listing it as their top engine. The cited-source data reinforces this, with salesforce.com ranking first among referenced sources, followed by third-party authorities g2.com and gartner.com. The presence of youtube.com in the top sources suggests AI responses in this category draw on video content alongside traditional review and analyst sites. Smaller domain mobileforce.ai and community platform monday.com also appear, indicating the AI casts a wider net beyond pure CPQ vendor sites.
Movers & shakers since last refresh
Biggest visibility risers
-
DealHub 25% → 50% · rank #1 → #1+25pp
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Oracle CPQ 12% → 38% · rank #5 → #3+25pp
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SAP CPQ 12% → 25% · rank #6 → #5+12pp
Biggest visibility fallers
-
PandaDoc CPQ 12% → 0% · rank #2 → #10-12pp
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Revalize 12% → 0% · rank #15 → #13-12pp
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Tacton 12% → 0% · rank #3 → #16-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
dealhub.io
|
50% | 12% | Google AI Mode |
DealHub leads at 50.0% visibility, more than six times the 8.1% category average, but its citation rate dropped 25 points to just 12.5% in the current period. |
||||
| 2 |
salesforce.com
|
25% | 62% | Google AI Mode |
Salesforce Revenue Cloud holds the highest citation rate in the category at 62.5%, despite visibility of only 25.0%, signalling AI uses salesforce.com as a source more than it names the brand. |
||||
| 3 |
oracle.com
|
38% | 0% | Google AI Mode |
Oracle CPQ rose from rank 5 to rank 3 with a 25-point visibility gain to 37.5%, yet maintains a 0.0% citation rate, meaning AI mentions it but never links to oracle.com. |
||||
| 4 |
conga.com
|
12% | 38% | Google AI Mode |
Conga CPQ punches above its 12.5% visibility with a 37.5% citation rate, the third highest in the category, suggesting conga.com is trusted as a reference even when the brand is not prominently named. |
||||
| 5 |
sap.com
|
25% | 0% | Google AI Mode |
SAP CPQ doubled its visibility from 12.5% to 25.0% but holds a 0.0% citation rate, matching Oracle CPQ in the pattern of brand mentions without any direct source attribution. |
||||
| 6 |
experlogix.com
|
0% | 38% | Google AI Mode |
| 7 |
cincom.com
|
0% | 38% | Google AI Mode |
| 8 |
pros.com
|
12% | 0% | Google AI Mode |
| 9 |
kbmax.com
|
0% | 25% | Google AI Mode |
| 10 |
pandadoc.com
|
0% | 12% | Google AI Mode |
| 11 |
epicor.com
|
0% | 0% | Google AI Mode |
| 12 |
logik.io
|
0% | 0% | Google AI Mode |
| 13 |
revalizesoftware.com
|
0% | 0% | Google AI Mode |
| 14 |
infor.com
|
0% | 0% | Google AI Mode |
| 15 |
connectwise.com
|
0% | 0% | Google AI Mode |
| 16 |
tacton.com
|
0% | 0% | Google AI Mode |
| 17 |
vendavo.com
|
0% | 0% | Google AI Mode |
| 18 |
zuora.com
|
0% | 0% | Google AI Mode |
| 19 |
servicepath.com
|
0% | 0% | Google AI Mode |
| 20 |
configureone.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on configure, price, quote 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 configure, price, quote 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 configure, price, quote software
Who leads AI visibility in CPQ software right now?
DealHub leads with 50.0% visibility in Google AI Mode, more than double the 25.0% of Salesforce Revenue Cloud and far above the 8.1% category average.
Which CPQ brand is cited most as a source by AI, even if not always named?
Salesforce Revenue Cloud has the highest citation rate at 62.5%, with salesforce.com also ranking as the top cited domain across the entire CPQ category.
Are there CPQ brands that appear in AI answers but are never cited as sources?
Yes, Oracle CPQ at 37.5% visibility and SAP CPQ at 25.0% visibility both carry 0.0% citation rates, meaning AI names them but does not reference their domains as sources.
What third-party sources does Google AI Mode anchor on for CPQ research?
The audit data shows g2.com, gartner.com, and youtube.com appear among the top cited sources alongside vendor domains, indicating AI blends review sites, analyst content, and video in CPQ responses.
Which CPQ brand has seen the biggest rank drop in the latest period?
Tacton fell 13 places from rank 3 to rank 16, with visibility dropping to 0.0% and citation falling 12.5 points, making it the steepest single-period decline in the category.
Is there a brand with strong citation growth despite low visibility?
Experlogix and Cincom CPQ each hold 37.5% citation rates despite 0.0% visibility, meaning AI references their domains as sources while not naming them prominently in generated answers.