Customer intelligence and data science · Named, not rankedReform.app
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Reform.app has 1.
Why models recommend it
No positive label carried a quote.
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Reform.app, over the 2 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 1 | 1 | View → | |
| 1 | 1 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Reform.app's own site, not checked by Gane.
- For
- marketers
- Price stated
- Free Plan: no credit card required
- Starting price
- 0
- Free plan or trial
- Free Plan: no credit card required
- Integrations
- 10 · 9 (its own pages disagree)
- Customers named
- Transistor.fm, reel.energy, SavvyCal, ZipMessage, MicroConf/TinySeed, Flamingo, Conversion Factory, Close
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
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 Reform.app and are not a share of its labels.
Domains cited
Nine of the ten domain citations in answers naming Reform.app came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 690 | 194 | 2026-10-06 | CRM, Enrichment | |
| Template or tool | 50 | 37 | 2026-09-30 | CRM | |
| Comparison | 47 | 46 | 2026-09-09 | CRM | |
| Glossary or explainer | 3 | 3 | 2026-08-12 | Enrichment | |
| Report or ebook | 2 | 2 | 2026-08-12 |
Most recent
- 2026-10-05Glba safeguards rule saas form setup guide blog
- 2026-10-05Hubspot webhooks form submission apps blog
- 2026-10-04Constant contact duplicate contacts troubleshooting guide blog
- 2026-10-04Marketing automation kpis how to measure blog
How it is countedHide how it is counted
Every page reform.app exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name CRM (43); 0 name the category the models place it in. Read October 5, 2026.