Eight of twelve models named Google Tag Manager first on the direct prompt; one named Tealium iQ. Both were named by all twelve models and Google Tag Manager carries 72 labels and Tealium iQ 36, so the shares are not directly comparable.
By Google Search, United States, founded 1997. Named in one category this edition.
By Tealium, San Diego, United States, founded 2008. Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the tag management page.
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid entirely: - Google Tag Manager for any privacy-conscious organization” Mistral Small · negative prompt · hard negative
“often criticized for security, performance, and governance risks if it is left unmanaged; user reviews also mention occasional slowdowns and code-injection concerns” Perplexity Sonar · negative prompt · soft negative
“Google Tag Manager is widely used, but if you use it in a client-side-only way, you need stronger governance; its server-side mode is the safer pattern” GPT-5.4 mini · negative prompt · soft negative
“Google Tag Manager is a popular and highly recommended tag management system for mid-sized B2B companies. It is free, easy to use, and has a broad template ecosystem.” Llama 4 Maverick · paraphrase prompt · first choice
“Consider starting with a structured evaluation that includes both Google Tag Manager (free, widely adopted) and one enterprise option like Tealium or Adobe Launch” Kimi K2 · scale prompt · first choice
“Google Tag Manager (GTM) is the industry standard and offers the tightest integration... Almost everyone | Free software, largest integration library” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“they are generally not recommended for mid-market B2B companies” Gemini 3.5 Flash · direct prompt · hard negative
“Tealium for organizations without $100K+ annual budget” Mistral Small · negative prompt · hard negative
“Others like Tealium/Ensighten: High TCO, complex setup—fine for enterprises but overkill/expensive for SMBs.” Grok 4.1 Fast · negative prompt · soft negative
“Suitability: Strong candidate for 500-person company... Tealium, Adobe, or a custom enterprise solution are likely your best starting points.” GLM 4.7 FlashX · scale prompt · first choice
“Tealium iQ | Enterprise governance/integrations ... 1,300+ connectors; strong RBAC/audit; server-side EventStream.” Grok 4.1 Fast · scale prompt · first choice
“Tealium iQ offers the best balance of enterprise-grade features, compliance capabilities, and mid-market pricing” Mistral Small · direct prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.