AEO for proposal software: AI search visibility ranking
How AI search engines rank proposal 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. Software used to create proposals, quotes, sales documents, approvals, and e-signature-driven deal workflows for service and revenue teams. 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 buyers inquire about Proposal software, AI engines frequently point to PandaDoc as the leading brand with a visibility of 50%. Other notable names in this space are GetAccept and Proposify. These brands are often highlighted due to their robust features and strong market presence, making them top choices for many businesses.
The rankings are largely influenced by citations from popular sources like youtube.com and reddit.com, as well as product-specific sites like getaccept.com. These platforms often feature user reviews, expert opinions, and comprehensive comparisons, which contribute significantly to how AI engines determine the most credible and frequently mentioned brands.
For buyers evaluating options on this page, one key consideration is the emphasis AI engines place on recent reviews and third-party validation. This underscores the importance of looking at brands that are not only popular but also have strong endorsements and topical authority within the Proposal software category.
At a glance
What we observed in this category
PandaDoc leads the proposal software category with a 50.0% visibility score, more than four times the category average of 11.2%. However, its visibility has fallen from 75.0% in the previous period, a drop of 25 percentage points, while its citation rate sits at only 25.0%. That gap between visibility and citation suggests AI surfaces PandaDoc frequently in responses but does not consistently anchor it as a trusted source. The lead is real but it is narrowing, and the composite score gap over rank-2 GetAccept is just 2.5 points.
The most striking divergence between visibility and citation belongs to GetAccept, which holds a 75.0% citation rate despite only 25.0% visibility. This is the inverse of PandaDoc's profile and signals that AI engines treat GetAccept's own domain as a reference source even when not naming it prominently in responses. Qwilr presents the opposite extreme, appearing in 37.5% of responses but earning zero citations. Ignition shows a similar pattern in reverse, with 0.0% visibility but a 25.0% citation rate, confirming it is referenced without being surfaced as a named recommendation.
Google AI Mode is the dominant engine across every brand in this audit, with all ten ranked brands showing it as their top engine. The top cited sources in the category include youtube.com, getaccept.com, and reddit.com, indicating AI is drawing on video content, brand-owned pages, and community discussion rather than a single authoritative review site. The presence of smaller or niche domains such as autogenai.com, swydo.com, smartpricingtable.com, and propal.io in the citation list suggests the AI is not anchoring exclusively on major software review platforms for this category.
Movers & shakers since last refresh
Biggest visibility risers
-
GetAccept 0% → 25% · rank #5 → #2+25pp
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Bonsai 0% → 25% · rank #11 → #6+25pp
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HoneyBook 0% → 12% · rank #18 → #8+12pp
Biggest visibility fallers
-
PandaDoc 75% → 50% · rank #1 → #1-25pp
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Proposify 62% → 38% · rank #2 → #3-25pp
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Qwilr 62% → 38% · rank #3 → #4-25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
pandadoc.com
|
50% | 25% | Google AI Mode |
PandaDoc leads with 50.0% visibility, nearly 4.5 times the 11.2% category average, but its citation rate of 25.0% lags far behind its visibility share. |
||||
| 2 |
getaccept.com
|
25% | 75% | Google AI Mode |
GetAccept's 75.0% citation rate is the highest in the category despite only 25.0% visibility, and its own domain appears directly in the top cited sources list. |
||||
| 3 |
proposify.com
|
38% | 25% | Google AI Mode |
Proposify holds 37.5% visibility but has fallen from 62.5% in the prior period, and its citation rate of 25.0% matches PandaDoc despite a lower composite score of 33.8. |
||||
| 4 |
qwilr.com
|
38% | 0% | Google AI Mode |
Qwilr matches Proposify's 37.5% visibility but earns zero citations, giving it the largest visibility-to-citation gap among the top five ranked brands. |
||||
| 5 |
betterproposals.io
|
25% | 25% | Google AI Mode |
Better Proposals sits at 25.0% visibility with a 25.0% citation rate and its domain appears in the top cited sources list, giving it an evenly balanced AI footprint. |
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| 6 |
hellobonsai.com
|
25% | 0% | Google AI Mode |
| 7 |
loopio.com
|
12% | 0% | Google AI Mode |
| 8 |
honeybook.com
|
12% | 0% | Google AI Mode |
| 9 |
ignitionapp.com
|
0% | 25% | Google AI Mode |
| 10 |
responsive.io
|
0% | 12% | Google AI Mode |
| 11 |
clientpoint.net
|
0% | 0% | Google AI Mode |
| 12 |
sdocs.com
|
0% | 0% | Google AI Mode |
| 13 |
docsend.com
|
0% | 0% | Google AI Mode |
| 14 |
quotewerks.com
|
0% | 0% | Google AI Mode |
| 15 |
xait.com
|
0% | 0% | Google AI Mode |
| 16 |
conga.com
|
0% | 0% | Google AI Mode |
| 17 |
dealhub.io
|
0% | 0% | Google AI Mode |
| 18 |
nusii.com
|
0% | 0% | Google AI Mode |
| 19 |
proposable.com
|
0% | 0% | Google AI Mode |
| 20 |
revv.so
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on proposal 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 proposal 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 proposal software
Who leads AI visibility in proposal software?
PandaDoc leads with 50.0% visibility and a composite score of 42.5, well above the category average of 11.2% visibility. However, its visibility has declined from 75.0% in the prior period.
Which proposal software brand is most cited by AI even when not highly visible?
GetAccept holds a 75.0% citation rate despite only 25.0% visibility, and its domain getaccept.com appears directly in the list of top cited sources in the category.
What sources does AI cite most for proposal software research?
The top cited sources include youtube.com, getaccept.com, reddit.com, autogenai.com, swydo.com, betterproposals.io, smartpricingtable.com, and propal.io, a mix of video, brand-owned, community, and niche domains.
Which brands have gained the most AI visibility recently in this category?
GetAccept, Bonsai, and HoneyBook are the biggest visibility risers. HoneyBook moved from rank 18 to rank 8, while both GetAccept and Bonsai gained 25.0 visibility percentage points from a previous baseline of 0.0%.
Are there proposal software brands that appear in AI responses without being cited as sources?
Yes. Qwilr has 37.5% visibility but a 0.0% citation rate, and Bonsai shows the same pattern, indicating AI mentions them in responses without referencing their domains as sources.
Which engine drives AI visibility for proposal software brands?
Google AI Mode is the top engine for every brand in this audit, with no other engine appearing as a leading source across any of the top 10 ranked brands.