3 categories · RankedMadgicx
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Search and social advertising platforms | Marketing | 0% | 33 of 137 | 27% | 15 | criticized challenger |
| Ecommerce marketing | Marketing | 0% | 57 of 154 | 0% | 1 | under 10 labels · led by HubSpot Marketing Hub at 36% |
| Mobile apps | Marketing | 0% | 69 of 136 | 0% | 1 | under 10 labels · led by Meta Advantage+ App Campaigns at 15% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Meta-heavy e-commerce on a budget? → Madgicx” DeepSeek V4 Flash · Paid ads · comparative prompt · first choice
“Choose Madgicx if you are a scaling e-commerce brand looking for visual element analytics and budget pacing on Meta.” Gemini 3.5 Flash · Paid ads · comparative prompt · alternative
“AI ad creation, fatigue detection; great for visual/social but less search depth.” Grok 4.1 Fast · Paid ads · budget prompt · alternative
“Madgicx is the best low-cost choice if your focus is mainly paid social” Perplexity Sonar · Paid ads · budget prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Severe billing issues like auto-charging full annual fees ... Reddit calls it a "scam."” Grok 4.1 Fast · Paid ads · negative prompt · hard negative
“Caution Level: HIGH — Actively avoid” DeepSeek V4 Flash · Paid ads · negative prompt · hard negative
“Madgicx — Mixed Reviews; Caution for Reliability ... not recommended if you need reliable automation” Kimi K2 · Paid ads · negative prompt · soft negative
“Channel limits (primarily Meta-focused)” GLM 4.7 FlashX · Paid ads · negative prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 3 of the 43 answers that named Madgicx and are not a share of its labels.
Domains cited
Fourteen of the sixteen domain citations in answers naming Madgicx came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
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