Proposal management software: AI search visibility ranking (2026)
How AI search engines rank proposal management software by visibility and citations. 18 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. Proposal management software used to create, collaborate on, send, track, and close quotes and business proposals across sales teams. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 19, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
PandaDoc leads the proposal management software category with a visibility score of 37.5%, more than three times the 12.5% shared by the next four brands (GetAccept, Proposify, Qwilr, and Responsive). That gap is significant because eight of the eighteen tracked brands score zero visibility, meaning AI Mode is concentrating attention on a very small cluster. PandaDoc's composite score of 26.2 reflects this dominance, though its citation rate of 0.0% signals that high mention frequency does not translate into sourced trust.
GetAccept presents the clearest divergence between visibility and citation in this dataset. Its visibility sits at 12.5%, equal to Proposify, Qwilr, and Responsive, yet its citation rate of 50.0% is by far the highest in the category, pushing its composite score to 23.8. Proposify shows the inverse pattern: it fell from 50.0% to 12.5% visibility while its citation rate rose 12.5 points. Better Proposals holds zero visibility but a 12.5% citation rate, confirming that being named in AI responses and being used as a trusted source are genuinely separate outcomes here.
All ten ranked brands show Google AI Mode as their top engine, confirming this is a single-engine category in the current audit. Among the top cited external sources, youtube.com and reddit.com appear alongside vendor domains such as getaccept.com, proposify.com, and betterproposals.io, and third-party review or AI-adjacent sites including softwarereviews.com and lindy.ai. This pattern suggests Google AI Mode is drawing on a mix of user-generated content, vendor-owned pages, and software review platforms rather than anchoring exclusively on any one source type.
Movers & shakers since last refresh
Biggest visibility risers
-
Responsive 0% → 12% · rank #8 → #5+12pp
Biggest visibility fallers
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Proposify 50% → 12% · rank #1 → #3-38pp
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Better Proposals 25% → 0% · rank #7 → #6-25pp
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PandaDoc 50% → 38% · rank #2 → #1-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
pandadoc.com
|
38% | 0% | Google AI Mode |
PandaDoc leads with 37.5% visibility, more than seven times the 4.9% category average, but its 0.0% citation rate means AI names it without sourcing it. |
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| 2 |
getaccept.com
|
12% | 50% | Google AI Mode |
GetAccept matches peers at 12.5% visibility yet dominates citations at 50.0%, giving it a composite score of 23.8 that nearly rivals PandaDoc's 26.2. |
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| 3 |
proposify.com
|
12% | 12% | Google AI Mode |
Proposify fell from 50.0% to 12.5% visibility this period while its citation rate rose 12.5 points, showing a decoupling of AI mentions from sourced trust. |
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| 4 |
qwilr.com
|
12% | 0% | Google AI Mode |
Qwilr sits at 12.5% visibility with a 0.0% citation rate, producing a composite score of 8.8 and no evidence of being used as a cited source by AI Mode. |
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| 5 |
responsive.io
|
12% | 0% | Google AI Mode |
Responsive is the biggest riser, jumping from 0.0% to 12.5% visibility, though its citation rate dropped 12.5 points, leaving its composite score at 8.8. |
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| 6 |
betterproposals.io
|
0% | 12% | Google AI Mode |
| 7 |
loopio.com
|
0% | 0% | Google AI Mode |
| 8 |
conga.com
|
0% | 0% | Google AI Mode |
| 9 |
nusii.com
|
0% | 0% | Google AI Mode |
| 10 |
clientpoint.net
|
0% | 0% | Google AI Mode |
| 11 |
xait.com
|
0% | 0% | Google AI Mode |
| 12 |
visiblethread.com
|
0% | 0% | Google AI Mode |
| 13 |
bidsketch.com
|
0% | 0% | Google AI Mode |
| 14 |
dealhub.io
|
0% | 0% | Google AI Mode |
| 15 |
docsend.com
|
0% | 0% | Google AI Mode |
| 16 |
quotewerks.com
|
0% | 0% | Google AI Mode |
| 17 |
quoter.com
|
0% | 0% | Google AI Mode |
| 18 |
ignitionapp.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on proposal management 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 management 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 management software AI visibility
Who leads AI visibility in proposal management software?
PandaDoc leads with 37.5% visibility and a composite score of 26.2, well ahead of the next group of brands clustered at 12.5% visibility. Its lead is significant given that eight of eighteen tracked brands hold zero visibility.
Which brand is most trusted as a cited source by Google AI Mode in this category?
GetAccept has the highest citation rate at 50.0%, despite matching peers at 12.5% visibility, making it the most frequently sourced brand in the category.
What external sources does Google AI Mode anchor on for proposal management software queries?
The top cited sources include youtube.com, reddit.com, softwarereviews.com, and lindy.ai alongside vendor domains like getaccept.com, proposify.com, and betterproposals.io. This points to a blend of user-generated, vendor-owned, and third-party review content.
Can a brand have high AI visibility but zero citation credit in this category?
Yes. PandaDoc, Qwilr, and Responsive all have 12.5% or higher visibility with 0.0% citation rates, confirming that being named in AI responses and being used as a sourced reference are separate outcomes.
Which brand saw the largest visibility decline in the most recent period?
Proposify dropped 37.5 percentage points, falling from 50.0% to 12.5% visibility, making it the largest single-period visibility faller in the dataset.
Is there meaningful AI visibility competition across the full 18-brand set?
No. Eight of the eighteen tracked brands score zero on both visibility and citation, meaning AI Mode concentration is limited to a small cluster of five to six brands.