| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Native and content advertising | Marketing | 2% | 7 of 72 | 0% | 6 | under 10 labels · led by StackAdapt at 23% |
| Mobile apps | Marketing | 0% | 120 of 136 | 40% | 5 | under 10 labels · led by Meta Advantage+ App Campaigns at 15% |
| Ecommerce marketing | Marketing | 0% | 120 of 154 | 100% | 1 | under 10 labels · led by HubSpot Marketing Hub at 36% |
| Programmatic and display advertising | Marketing | 0% | 78 of 96 | 100% | 1 | under 10 labels · led by StackAdapt at 61% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 1 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Meta Audience Network is an excellent starting point for budget-conscious companies.” Claude Haiku 4.5 · Native ads · budget prompt · first choice
“Meta’s native in-feed ads are highly optimized... efficient at finding your target audience even on a tiny daily budget” Gemini 3.5 Flash · Native ads · budget prompt · alternative
“suggests starting with Meta Audience Network and using Madgicx for optimization for under $2,000/month” Llama 4 Maverick · Mobile apps · budget prompt · alternative
“Best for Small Brands Already on Meta: Meta Audience Network” Qwen 3.7 Flash · Native ads · budget prompt · alternative
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.
“Why to be cautious: ... Audience Network ... has documented fraud issues. ... Risk level: Medium-high” Mistral Small · Mobile apps · negative prompt · hard negative
“Many experienced advertisers exclude Audience Network entirely for conversion campaigns” Kimi K2 · Mobile apps · negative prompt · hard negative
“Why be cautious: You are forced to trust their internal measurement tools.” Qwen 3.7 Flash · Programmatic · negative prompt · soft negative
“Meta Audience Network flagged as "Wild West."” Grok 4.1 Fast · Ecommerce marketing · negative prompt · soft negative
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 29 answers that named Meta Audience Network and are not a share of its labels.
Sixteen of the sixteen domain citations in answers naming Meta Audience Network came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Meta Audience Network's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Meta Audience Network, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at meta.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.