Top 20 cpq software by AI search visibility (2026)
Configure-price-quote platforms used by sales teams to assemble complex products, automate pricing, generate quotes, and accelerate deal execution. Ranked by a composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 07, 2026At a glance
What we observed in this categoryauto-generated
DealHub holds the top composite score of 40.0 in the CPQ software category, more than 77% higher than the second-ranked PandaDoc CPQ at 22.5. This gap is significant because the category average visibility sits at just 3.1%, meaning DealHub's 25.0% visibility score represents a roughly 8x advantage over the typical brand. With 14 of the 20 tracked brands recording zero visibility, the category is highly concentrated at the top, and DealHub's lead is not marginal — it structurally separates from the rest of the field.
A notable divergence between visibility and citation rates runs through the top brands. PandaDoc CPQ holds 75.0% citation parity with DealHub yet registers 0.0% visibility, meaning AI names it as a source but does not surface it organically in generated responses. The same pattern appears with Cincom CPQ at 50.0% citation but 0.0% visibility, and Nue inverts this entirely — 25.0% visibility with 0.0% citations. These splits indicate that being cited and being narratively present in AI answers are distinct, separable outcomes in this category.
Google AI Mode is the top engine for every brand in the dataset, suggesting the audit's signal is anchored almost entirely on that single engine. Among the top cited sources, dealhub.io and pandadoc.com appear alongside third-party authorities gartner.com and g2.com, as well as niche sites like cpq-integrations.com and gokickflip.com. The presence of these smaller domain sources alongside Gartner and G2 suggests Google AI Mode is drawing on a broad reference pool rather than defaulting exclusively to established analyst or review platforms.
Movers & shakers since last refresh
Biggest visibility risers
-
DealHub 0% → 25% · rank #0 → #1+25pp
-
Nue 0% → 25% · rank #0 → #3+25pp
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Salesforce CPQ 0% → 12% · rank #0 → #4+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
dealhub.io
|
25% | 75% | Google AI Mode |
DealHub leads with a composite score of 40.0, visibility of 25.0% against a 3.1% category average, and a 75.0% citation rate — the highest on both citation metrics among all ranked brands. |
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| 2 |
pandadoc.com
|
0% | 75% | Google AI Mode |
PandaDoc CPQ's 75.0% citation rate matches DealHub's but its 0.0% visibility score produces a composite of just 22.5, illustrating how citation alone does not translate to narrative AI presence. |
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| 3 |
nue.io
|
25% | 0% | Google AI Mode |
Nue achieves 25.0% visibility — equal to DealHub — yet records 0.0% citations, resulting in a composite of 17.5 and signalling AI mentions without any source-linking behaviour. |
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| 4 |
salesforce.com
|
12% | 25% | Google AI Mode |
Salesforce CPQ, despite its market scale, scores a composite of 16.2 with 12.5% visibility and 25.0% citations, placing it fourth and behind two smaller specialists. |
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| 5 |
cincom.com
|
0% | 50% | Google AI Mode |
Cincom CPQ achieves a 50.0% citation rate — second only to DealHub and PandaDoc — but 0.0% visibility pushes its composite to 15.0, fifth in the ranking. |
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| 6 |
experlogix.com
|
0% | 25% | Google AI Mode |
| 7 |
hubspot.com
|
0% | 12% | Google AI Mode |
| 8 |
quotewerks.com
|
0% | 12% | Google AI Mode |
| 9 |
vendavo.com
|
0% | 12% | Google AI Mode |
| 10 |
conga.com
|
0% | 12% | Google AI Mode |
| 11 |
oracle.com
|
0% | 0% | Google AI Mode |
| 12 |
sap.com
|
0% | 0% | Google AI Mode |
| 13 |
pros.com
|
0% | 0% | Google AI Mode |
| 14 |
epicor.com
|
0% | 0% | Google AI Mode |
| 15 |
tacton.com
|
0% | 0% | Google AI Mode |
| 16 |
revalizesoftware.com
|
0% | 0% | Google AI Mode |
| 17 |
connectwise.com
|
0% | 0% | Google AI Mode |
| 18 |
infor.com
|
0% | 0% | Google AI Mode |
| 19 |
logik.ai
|
0% | 0% | Google AI Mode |
| 20 |
subskribe.com
|
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 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.
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.
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.
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.
Get your own cpq software 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 cpq software AI visibility
Who leads AI visibility in CPQ software?
DealHub leads with a composite score of 40.0, a visibility rate of 25.0%, and a citation rate of 75.0% — all the highest figures in the category.
What is the average AI visibility for CPQ software brands?
The category average visibility is just 3.1%, with an average citation rate of 15.0%, indicating that most brands have very limited presence in AI-generated responses.
Which CPQ brands are cited but not visible in AI answers?
PandaDoc CPQ and Cincom CPQ both hold citation rates of 75.0% and 50.0% respectively yet record 0.0% visibility, meaning AI references them as sources without featuring them narratively.
What sources does Google AI Mode cite most for CPQ software research?
The top cited sources include dealhub.io, gartner.com, pandadoc.com, g2.com, and smaller niche sites such as cpq-integrations.com and gokickflip.com, showing a mixed authoritative and long-tail source base.
Which CPQ brands have risen most in AI visibility recently?
DealHub and Nue both moved from 0.0% to 25.0% visibility, while Salesforce CPQ rose from 0.0% to 12.5%, making them the three biggest risers in the current audit period.
Does higher market share guarantee stronger AI visibility in CPQ software?
Not in this data — Salesforce CPQ ranks fourth at 16.2 composite, below smaller specialists DealHub, PandaDoc CPQ, and Nue, suggesting AI prominence is decoupled from overall market size.