Index › Products › Expedience Proposal Software · October 2026 Edition

1 category · Named, not ranked

Expedience Proposal Software

6Judge labels

2First choices

0Negative labels

4 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.

Standing

6 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Expedience Proposal Software was named 6 times in RFP response, where Loopio led with 25%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market9 of 82

under the label threshold

Enterprisenot named

No model named it for this buyer.

In rfp response · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Expedience Proposal Software for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
RFP response software	Sales	4%	9 of 82	0%	6	under 10 labels · led by Loopio at 25%

Movement

This is the first edition on this tier, so no move can be computed for Expedience Proposal Software yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Expedience Proposal Software across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	0	0	0	0
Mistral Small	0	2	0	2
DeepSeek V4 Flash	0	0	0	0
Llama 4 Maverick	2	0	0	2
Qwen 3.7 Flash	0	1	0	1
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	1	1
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	0	0	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct2 labels1

Paraphrase4 labels1

Comparative0 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative6 labels in all, every segment counted; 2 of the 2 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“1. Expedience Proposal Software: Automates sales proposals, RFP & RFI responses... Designed for medium/large B2B enterprises.” Llama 4 Maverick · RFP response · paraphrase prompt · first choice

“Expedience Proposal Software - Designed for medium/large B2B enterprises, it automates sales proposals, RFP & RFI responses” Llama 4 Maverick · RFP response · direct prompt · first choice

“Automates sales proposals, RFP & RFI responses, and more. It's designed for medium/large B2B enterprises” Mistral Small · RFP response · direct prompt · alternative

“Choose Expedience if your primary pain point is answering repetitive, complex questions in RFPs” Qwen 3.7 Flash · RFP response · paraphrase prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as Expedience Proposal Software, over the 6 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Expedience Proposal Software was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Proposify5 of 60Not among the top eight

PandaDoc4 of 63Not among the top eight

Qwilr3 of 61Not among the top eight

Loopio1 of 61Not among the top eight

Responsive1 of 61Not among the top eight

AutoRFP.ai1 of 60Not among the top eight

Better Proposals1 of 60Not among the top eight

Conveyor1 of 60Not among the top eight

Monday.com1 of 60Not among the top eight

Proposable1 of 60Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Expedience Proposal Software. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 6 of the 6 answers that named Expedience Proposal Software and are not a share of its labels.

Domains cited

getapp.com6

guideflow.com5

getaccept.com4

monday.com4

qwilr.com4

loopio.com2

visme.co2

blog.hubspot.com1

capterra.co.uk1

g2.com1

No domain is on file for Expedience Proposal Software, so its own site is not marked.

Pages cited

getaccept.com/blog/proposal-software4

getapp.com/sales-software/proposal-management/org/mid-size-business4

monday.com/blog/crm-and-sales/best-proposal-management-software4

qwilr.com/blog/best-proposal-automation-software4

guideflow.com/blog/best-proposal-software3

getapp.com/operations-management-software/rfp2

guideflow.com/blog/rfp-software2

loopio.com/blog/best-response-management-software2

Pages are listed as the models cited them.

Follow Expedience Proposal Software

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

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Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Expedience Proposal Software's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Expedience Proposal Software, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Expedience Proposal Software by email, built from the raw record of the edition. It shows:

where Expedience Proposal Software is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Expedience Proposal Software, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.