Proposal automation software: AI search visibility ranking (2026)
How AI search engines rank proposal automation software by visibility and citations. 20 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. Software used to generate branded proposals, streamline approvals, track buyer engagement, and speed up deal cycles. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 13, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Proposify and PandaDoc share the top visibility position at 75.0% each, far above the category average of 10.6%. The composite score gap between rank 2 (PandaDoc at 52.5) and rank 3 (GetAccept at 27.5) is significant, meaning the two leaders together occupy a disproportionate share of AI-generated mentions. Every brand ranked 5 through 10 sits at or below 12.5% visibility, confirming that concentration at the top is extreme in this category.
GetAccept presents the clearest divergence between visibility and citation in this dataset. Its visibility sits at just 12.5%, below the rank 4 brand Better Proposals, yet its citation rate of 62.5% is the highest in the category by a wide margin. PandaDoc, by contrast, matches Proposify on visibility at 75.0% but holds a 0.0% citation rate, meaning AI surfaces it frequently but does not link back to it as a source. This named-versus-trusted split is the most pronounced pattern in the data.
All 20 brands in this audit share Google AI Mode as their top engine, indicating the data reflects a single-engine snapshot with no cross-engine variation to observe. Among the top cited sources, reddit.com and g2.com appear alongside brand-owned domains such as getaccept.com and flowcase.com. The presence of getaccept.com and flowcase.com as cited sources, despite both brands having low visibility scores, suggests AI is pulling from their content as reference material rather than featuring them as named solutions.
Movers & shakers since last refresh
Biggest visibility risers
-
Proposify 0% → 75% · rank #0 → #1+75pp
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PandaDoc 0% → 75% · rank #0 → #2+75pp
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Better Proposals 0% → 25% · rank #0 → #4+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
proposify.com
|
75% | 12% | Google AI Mode |
Proposify leads with 75.0% visibility and a 12.5% citation rate, the only top-2 brand to hold any citation share, giving it the highest composite score at 56.2. |
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| 2 |
pandadoc.com
|
75% | 0% | Google AI Mode |
PandaDoc matches Proposify on visibility at 75.0% but holds a 0.0% citation rate, dropping its composite score to 52.5 and signalling a named-but-not-cited position. |
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| 3 |
getaccept.com
|
12% | 62% | Google AI Mode |
GetAccept's 62.5% citation rate is the category high, yet its 12.5% visibility score sits 62.5 points below the two leaders, creating a stark trust-without-presence gap. |
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| 4 |
betterproposals.io
|
25% | 0% | Google AI Mode |
Better Proposals holds 25.0% visibility with a 0.0% citation rate, placing it ahead of Qwilr on visibility but carrying no citation weight to reinforce that presence. |
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| 5 |
qwilr.com
|
12% | 0% | Google AI Mode |
Qwilr sits at 12.5% visibility and 0.0% citation, matching Loopio exactly on both metrics and scoring a composite of 8.8, well below the category average visibility of 10.6%. |
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| 6 |
loopio.com
|
12% | 0% | Google AI Mode |
| 7 |
flowcase.com
|
0% | 12% | Google AI Mode |
| 8 |
bidsketch.com
|
0% | 0% | Google AI Mode |
| 9 |
responsive.io
|
0% | 0% | Google AI Mode |
| 10 |
clientpoint.net
|
0% | 0% | Google AI Mode |
| 11 |
nusii.com
|
0% | 0% | Google AI Mode |
| 12 |
ignitionapp.com
|
0% | 0% | Google AI Mode |
| 13 |
conga.com
|
0% | 0% | Google AI Mode |
| 14 |
docusign.com
|
0% | 0% | Google AI Mode |
| 15 |
dealhub.io
|
0% | 0% | Google AI Mode |
| 16 |
quotientapp.com
|
0% | 0% | Google AI Mode |
| 17 |
prosperoapp.com
|
0% | 0% | Google AI Mode |
| 18 |
proposable.com
|
0% | 0% | Google AI Mode |
| 19 |
jotform.com
|
0% | 0% | Google AI Mode |
| 20 |
canva.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on proposal automation 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 proposal automation 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 automation software AI visibility
Who leads AI visibility in proposal automation software?
Proposify and PandaDoc are tied at 75.0% visibility, far above the category average of 10.6%. Proposify holds the top composite score of 56.2 due to also carrying a 12.5% citation rate.
Which brand is most cited by Google AI Mode in this category?
GetAccept has the highest citation rate at 62.5%, despite a visibility score of only 12.5%. Its domain also appears directly in the top cited sources list alongside reddit.com and g2.com.
What sources does Google AI Mode anchor on most for proposal automation research?
The top cited sources include reddit.com, getaccept.com, youtube.com, g2.com, and flowcase.com. Both getaccept.com and flowcase.com appear as cited sources even though neither brand ranks in the top 2 on visibility.
Is there a gap between which brands are mentioned and which are actually cited?
Yes. PandaDoc achieves 75.0% visibility but holds a 0.0% citation rate, while GetAccept achieves 62.5% citation with only 12.5% visibility. This split is the defining pattern of this category's AI landscape.
How concentrated is AI visibility in the proposal automation software category?
The top 2 brands average 75.0% visibility each, while every brand from rank 5 downward sits at 12.5% or below. The category average of 10.6% confirms that visibility is heavily concentrated at the top.
Which brands have zero AI presence in this category?
Bidsketch, Responsive, and ClientPoint all record 0.0% on both visibility and citation, giving them a composite score of 0.0 and no measurable presence in Google AI Mode responses.