Top 20 proposal software by AI search visibility (2026)
Software used to create proposals, quotes, sales documents, approvals, and e-signature-driven deal workflows for service and revenue teams. 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 05, 2026At a glance
What we observed in this categoryauto-generated
PandaDoc leads the proposal software category with a 75% visibility score and a composite score of 60.0, placing it well above the category average of 20.6% visibility. The next closest brands — Proposify and Qwilr — match its visibility at 75% but score only 52.5 composite, reflecting PandaDoc's citation advantage. This gap matters because PandaDoc is not only seen frequently by AI but is also trusted enough to be cited directly, at 25%, whereas Proposify and Qwilr register 0% citation despite equal mention frequency.
A notable divergence between visibility and citation exists across the top five brands. GetAccept presents the sharpest contrast: it ranks second with only 50% visibility, yet achieves the highest citation rate in the category at 62.5%, suggesting AI treats its content as a credible reference source rather than merely a named entity. Conversely, Proposify and Qwilr each achieve 75% visibility with zero citations, indicating AI mentions them in overviews without anchoring any factual claims to their domains. Better Proposals sits between these poles at 62.5% visibility and 12.5% citation.
Google AI Overviews is the dominant engine across all ranked brands — every brand from rank 1 to rank 10 lists it as their top engine, indicating the category's AI visibility landscape is almost entirely shaped by a single platform. The top cited sources list includes getaccept.com, pandadoc.com, and betterproposals.io as brand-owned domains, alongside third-party sources such as reddit.com, oneflow.com, autogenai.com, breezedocs.ai, and lindy.ai, suggesting Google is cross-referencing community and AI-adjacent content rather than relying solely on vendor sites.
Movers & shakers since last refresh
Biggest visibility risers
-
PandaDoc 0% → 75% · rank #0 → #1+75pp
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Proposify 0% → 75% · rank #0 → #3+75pp
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Qwilr 0% → 75% · rank #0 → #4+75pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
pandadoc.com
|
75% | 25% | Google AI Overviews |
PandaDoc leads with a 75% visibility and 25% citation rate, both above the category averages of 20.6% and 5.6%, giving it the highest composite score of 60.0. |
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| 2 |
getaccept.com
|
50% | 62% | Google AI Overviews |
GetAccept's 62.5% citation rate is the highest in the category despite only 50% visibility, making it the most trusted-per-mention brand among the top five. |
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| 3 |
proposify.com
|
75% | 0% | Google AI Overviews |
Proposify matches PandaDoc's 75% visibility but records 0% citation, meaning AI names it frequently yet never references its domain as a source. |
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| 4 |
qwilr.com
|
75% | 0% | Google AI Overviews |
Qwilr mirrors Proposify exactly — 75% visibility, 0% citation, 52.5 composite — indicating high AI name recognition but no authority signal in Google's sourcing behaviour. |
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| 5 |
betterproposals.io
|
62% | 12% | Google AI Overviews |
Better Proposals sits at 62.5% visibility and 12.5% citation, scoring 47.5 composite — above average on both metrics but trailing the top four on composite by at least five points. |
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| 6 |
loopio.com
|
25% | 0% | Google AI Overviews |
| 7 |
ignitionapp.com
|
25% | 0% | Google AI Overviews |
| 8 |
responsive.io
|
12% | 12% | Google AI Overviews |
| 9 |
dealhub.io
|
12% | 0% | Google AI Overviews |
| 10 |
docsend.com
|
0% | 0% | Google AI Overviews |
| 11 |
hellobonsai.com
|
0% | 0% | Google AI Overviews |
| 12 |
quotewerks.com
|
0% | 0% | Google AI Overviews |
| 13 |
xait.com
|
0% | 0% | Google AI Overviews |
| 14 |
clientpoint.net
|
0% | 0% | Google AI Overviews |
| 15 |
conga.com
|
0% | 0% | Google AI Overviews |
| 16 |
nusii.com
|
0% | 0% | Google AI Overviews |
| 17 |
proposable.com
|
0% | 0% | Google AI Overviews |
| 18 |
revv.so
|
0% | 0% | Google AI Overviews |
| 19 |
honeybook.com
|
0% | 0% | Google AI Overviews |
| 20 |
sdocs.com
|
0% | 0% | Google AI Overviews |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on proposal software, these are the domains Google AI Overviews 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 proposal 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 proposal software AI visibility
Who leads AI visibility in proposal software?
PandaDoc leads with a 75% visibility score and a composite score of 60.0, the highest in the category. It is one of only three brands appearing in the top cited sources list as a brand-owned domain.
Which proposal software brand is cited most often by AI Overviews?
GetAccept has the highest citation rate at 62.5%, well above the category average of 5.6%, despite ranking second on overall visibility at 50%.
What sources does AI cite most for proposal software research?
The top cited sources include getaccept.com, pandadoc.com, and betterproposals.io as brand domains, alongside third-party sources such as reddit.com, oneflow.com, autogenai.com, breezedocs.ai, and lindy.ai.
Which brands have high AI visibility but zero citation in this category?
Proposify and Qwilr both achieve 75% visibility — matching the category leader — yet record 0% citation, meaning AI mentions them without sourcing any claims to their domains.
Which AI engine dominates visibility in the proposal software category?
Google AI Overviews is the top engine for every ranked brand from rank 1 through rank 10, indicating the category's AI visibility is almost entirely determined by a single platform.
How does the average citation rate compare to the average visibility rate in this category?
The category average visibility is 20.6% while the average citation rate is just 5.6%, showing that AI overviews mention proposal software brands far more often than they formally cite them as sources.