A product needs 10 labels in a category before a share is stated. Invoice2go has 8.
No positive label carried a quote.
“a major update reportedly destroyed functionality and access to cloud data, with invoices and individual data no longer accessible to users”Claude Haiku 4.5 · Negative question · warning
“several red flags exist: Payment holds ... Not scalable”Qwen 3.7 Flash · Negative question · warning
“user feedback flags: "Unreliable invoice handling issues" and "Expensive subscription and fees"”Muse Glimmer 30B · Negative question · warning
“Sync issues between devices, occasional bugs, and a steeper learning curve.”GLM 4.7 FlashX · Negative question · warning
The products named in the same answers as Invoice2go, over the 20 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 13 | 5 | View → | |
| 12 | 3 | View → | |
| 11 | 1 | View → | |
| 11 | 0 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
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 →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 18 of the 20 answers that named Invoice2go and are not a share of its labels.
No domain is on file for Invoice2go, so its own site is not marked.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 1 | 2 |