Index › GTM › Products › Logik.io · November 2026 Edition
CPQ · Named, not ranked

Logik.io

–Too few to rank
6/14Models named it
1First choices
0Warnings
November 2026 Edition · all company sizes counted.
Ranked inCPQ #10 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. Logik.io has 5.

Why models recommend it

“Modern Mid-Market & Scale-Up Leaders: DealHub.io, Logik.io, Subskribe, Cacheflow, PandaDoc”Gemini 3.5 Flash · Scale-constrained question · first choice
“Many mid-market teams add Logik.io on top of Salesforce to eliminate slow quote load times”Gemini 3.5 Flash · Direct question · alternative
“Best for a modular, API-first architecture: Logik.io.”Perplexity Sonar · Comparative question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Logik.io, over the 8 answers that named it, and how often each was the first choice instead.

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 Logik.io 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 7 of the 8 answers that named Logik.io and are not a share of its labels.

Domains cited

g2.com4
financesonline.com3
pandadoc.com3
qobra.co3
viewpointanalysis.com3
albato.com2
atwix.com2
ciopages.com2
cpq.se2
softwareadvice.com2

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

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Logik.io across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500101
GPT-5.4 mini00000
Gemini 3.5 Flash11002
Perplexity Sonar01001
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500101
GPT-6 Luna00000
Muse Glimmer 30B00000