Index › GTM › Products › ChangeTower · November 2026 Edition
Competitive intelligence tools · Named, not ranked

ChangeTower

–Too few to rank
2/14Models named it
0First choices
1Warnings
November 2026 Edition · all company sizes counted.
Ranked inCompetitive intelligence tools #92 mid-market

Gane, the publisher, sells software in Competitive intel, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.

What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. ChangeTower has 1.

Why models recommend it

No positive label carried a quote.

What gives them pause

“tools like Visualping ($100/mo) or ChangeTower ($9/mo) are cheap, be cautious”DeepSeek V4 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as ChangeTower, over the 2 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 ChangeTower 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 2 of the 2 answers that named ChangeTower and are not a share of its labels.

Domains cited

reddit.com2
alium.io1
capterra.com1
cision.com1
competely.ai1
contify.com1
elevatedsignal.com1
en.sitew.com1
expertnetworkcalls.com1
flares.tech1

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

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on ChangeTower across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00011
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000