Review and reputation management · Named, not rankedTrueReview
TrueReview is review and reputation management software for small businesses · truereview.co ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. TrueReview has 3.
Why models recommend it
“TrueReview is a strong overall pick”GPT-5.4 mini · Budget-constrained question · first choice
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as TrueReview, over the 10 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 6 | 0 | View → | |
| 5 | 2 | View → | |
| 5 | 0 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → | |
| 2 | 2 | View → | |
| 2 | 1 | View → | |
| 2 | 1 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on TrueReview's own site, not checked by Gane.
- For
- businesses
- Price stated
- Plans start at just $49/month
- Starting price
- 49
- Free plan or trial
- Free Review Radar™ audit; Try TrueReview free for 14 days and send up to 250 SMS and email review requests.
- Customers named
- Classic Bakery, New Life Foot and Body Spa, I Love To Drive
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 10 of the 10 answers that named TrueReview and are not a share of its labels.
Domains cited
Thirty-seven of the thirty-seven domain citations in answers naming TrueReview 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 | 1 | 0 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 413 | undated | SEO, CRM | ||
| Comparison | 20 | undated | |||
| Glossary or explainer | 5 | undated | |||
| Report or ebook | 3 | undated | |||
| Case study | 2 | undated | |||
| Template or tool | 1 | undated |
How it is countedHide how it is counted
Every page truereview.co 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 SEO (21); 0 name the category the models place it in. Read September 29, 2026.