Gane Index

All indexesEvery index and its categories GTMMarketing, sales, customer and revenue operations software ITSecurity, IT operations, cloud, developer and data software HRHR, payroll, recruiting, performance and learning software FinanceAccounting, planning, spend, billing and treasury software

Claim your listing

Index › Finance › Products › Billingbooth · November 2026 Edition

Telecom expense management · Named, not ranked

Billingbooth

–Too few to rank

2/14Models named it

0First choices

3Warnings

November 2026 Edition · all company sizes counted.

Ranked inTelecom expense management #97 mid-market

What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Billingbooth has 2.

Why models recommend it

No positive label carried a quote.

What gives them pause

“niche ones like Billingbooth, Cimpl/Upland Cimpl, Softeligent): These often have zero or very few verified reviews.”Grok 4.20 · Negative question · warning

“Platforms with very few or zero verified reviews, e.g., Billingbooth with 0 reviews on Software Advice UK, make independent validation difficult.”Muse Glimmer 30B · Negative question · warning

Also on the shortlist

The products named in the same answers as Billingbooth, over the 3 answers that named it, and how often each was the first choice instead.

Product	Named together	Picked instead
Brightfin	2	2	View →
Calero	2	0	View →
Cimpl	2	0	View →
Datagate	2	0	View →
ExpenseLogic	2	0	View →
Genuity	2	0	View →
LINQ Qonnect	2	0	View →
Tangoe TEM	2	0	View →
WinBill	2	0	View →
Auditel Inc.	1	0	View →

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Billingbooth came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 3 of the 3 answers that named Billingbooth and are not a share of its labels.

Domains cited

capterra.ae3

g2.com3

softwareadvice.co.uk3

capterra.com2

getapp.com2

getapp.za.com2

softwareadvice.com2

softwareadvice.com.au2

bbb.org1

capterra.ca1

No domain is on file for Billingbooth, so its own site is not marked.

Pages cited

capterra.ae/directory/30112/telecom-expense-management/software3

softwareadvice.co.uk/directory/4541/telecom-expense-management/software3

g2.com/categories/telecom-expense-management-tem-solutions2

g2.com/products/calero-calero/reviews2

getapp.com/it-communications-software/telecom-expense-management2

getapp.za.com/directory/293/telecom-expense-management/software2

softwareadvice.com.au/directory/4541/telecom-expense-management/software2

bbb.org/us/fl/altamonte-springs/profile/telecommunications/auditel-inc-0733-40025701

Pages are listed as the models cited them.

By model

How each model answered on Billingbooth across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

Model	Warning	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.20	1	1
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0
GPT-6 Luna	0	0
Muse Glimmer 30B	1	1