AI Roundtable Open Poll · 4 models
What is the average CTR/CPM/CPC for Australia fashion on META ads as of 2026.
Answer: Planning benchmarks for 2026 suggest a 1% CTR, A$10–$25 CPM, and A$0.50–$2.50 CPC for Australian fashion. (Models were divided (2 vs 2))
Counterpoint: Gemini 3.1 Pro and Grok 4.20 maintained that providing specific averages for the future is impossible and speculative.
Model Responses
GPT-5.5
Answer: For Australia fashion Meta ads in 2026, a realistic planning benchmark is roughly 0.8%–1.5% CTR, A$10–A$25 CPM, and A$0.80–A$2.50 CPC, but exact averages vary heavily by campaign objective, creative quality, audience, seasonality, and attribution setup.
Meta does not publish a single official average CTR, CPM, or CPC for the Australia fashion category, so any answer should be treated as a benchmark rather than a definitive market average. For prospecting fashion campaigns in Australia, a practical 2026 benchmark would be: CTR around 0.8%–1.5%, CPM around A$10–A$25, and CPC around A$0.80–A$2.50. Retargeting campaigns usually perform better, often with higher CTR and lower CPC, while broad cold-audience conversion campaigns can be more expensive. The ranges can shift significantly. Premium fashion, competitive shopping periods such as Black Friday, Christmas, Boxing Day, and End of Financial Year sales can push CPMs higher. Strong UGC-style creative, clear offers, fast landing pages, and well-structured Advantage+ Shopping campaigns can bring CPCs down. Weak creative or narrow audiences can easily push CPC above A$3 and CPM above A$30. If the goal is media planning, I would use A$15–A$20 CPM, 1.0% CTR, and A$1.50–A$2.00 CPC as a conservative starting assumption for Australian fashion ecommerce, then replace these with account-level data after 7–14 days of spend.
Gemini 3.1 Pro
Answer: It is impossible to provide the average CTR, CPM, or CPC for Australian fashion on Meta ads as of 2026 because that year is in the future.
Advertising metrics are highly dynamic and depend on real-time market conditions, platform algorithms, and broader economic factors. Because 2026 has not yet occurred, current data is unavailable, and any specific numbers would be purely speculative forecasts rather than actual historical averages.
Grok 4.20
Answer: Specific average CTR, CPM, and CPC values for fashion ads in Australia on META platforms as of 2026 cannot be accurately provided, as this data does not yet exist and would require speculation.
The query asks for future performance metrics in 2026, which is beyond any current dataset or reliable forecast. Advertising costs and engagement rates on META (Facebook and Instagram) are influenced by dynamic factors including platform algorithm updates, economic conditions in Australia, competition within the fashion sector, privacy regulation changes, and shifts in consumer behavior. While historical benchmarks exist—such as fashion industry averages for CTR around 0.5-1.5%, CPM between AUD 8-20, and CPC from AUD 0.40-1.50 depending on the source and time period—these figures fluctuate yearly and are not predictive. Projecting exact numbers for 2026 would constitute hallucination rather than factual reporting. For the most relevant insights, advertisers should reference up-to-date reports from META Ads Library, industry analysts like Nielsen or Statista, or run their own tests on the platform. Any long-term planning should incorporate buffers for inflation in ad costs and potential improvements in targeting efficiency.
Claude Opus 4.7
Answer: There is no reliable, publicly available benchmark for average CTR, CPM, and CPC for Australian fashion advertisers on Meta ads as of 2026, but reasonable industry-observed ranges are CTR ~0.9–1.8%, CPM ~A$8–A$18, and CPC ~A$0.50–A$1.50.
I have to be honest about two limitations. First, I don't have access to live 2026 Meta Ads Manager data or proprietary benchmark reports (such as Revealbot, Varos, WordStream/LocaliQ, or Meta's own internal benchmarks) that would be required to give you an authoritative 2026 figure for the Australian fashion vertical specifically. Second, Meta itself does not publish vertical- and country-level benchmarks publicly, so any figure circulating online is aggregated from third-party ad spend datasets and varies significantly by sample. That said, based on historical trends from 2022–2024 benchmark reports (Revealbot, Varos, Statista, AdEspresso) and the typical positioning of the AU market — which tends to run 10–30% more expensive on CPM than global averages due to a smaller, higher-value audience and strong advertiser competition — the fashion/apparel vertical in Australia has historically clustered around: CTR (link click) 0.9%–1.8%, CPM A$8–A$18, and CPC A$0.50–A$1.50. Prospecting campaigns sit at the cheaper end of CPM but lower CTR; retargeting and DPA (dynamic product ads) typically push CTR above 2% with higher CPCs. If you need a defensible 2026 number for a pitch, plan, or report, I'd strongly recommend pulling it directly from: (1) your own Ads Manager account filtered to AU + the relevant campaign objective, (2) Meta's Ads Library combined with a benchmarking tool like Varos, Triple Whale, or Northbeam, or (3) the latest LocaliQ/WordStream industry benchmark report. Using a generic global figure for AU fashion will almost always misprice your media plan because Q4 (Black Friday/Christmas) CPMs in AU fashion can spike 40–80% above the annual average.
Final Summary
The AI Roundtable split sharply on whether to forecast future performance metrics. GPT-5.5 and Claude Opus 4.7 provided conservative benchmarks derived from historical Australian market trends to assist with media planning, whereas Gemini 3.1 Pro and Grok 4.20 strictly refused to provide figures for a year that has not yet occurred.
Models were divided (2 vs 2)