Google Analytics 4 vs Fullstory
Zero of twelve models named Google Analytics 4 first on the direct prompt; zero named Fullstory. Google Analytics 4 was named by twelve of the twelve models and Fullstory by ten and Google Analytics 4 carries 31 labels and Fullstory 14, so the shares are not directly comparable.
By Google Search, United States, founded 1997. Named in fourteen categories this edition.
Named in four categories 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 customer intelligence and data science page.
By framing
Google Analytics 4First choices, of twelve modelsFullstory
Across every category in the September 2026 Edition, Google Analytics 4 and Fullstory were named in the same answer thirty-seven times, of the 274 answers naming Google Analytics 4 and the 80 naming Fullstory. In those answers Fullstory took the first choice one time and Google Analytics 4 one.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | |||
| Perplexity Sonar | | | ||||
| Grok 4.1 Fast | | | | |||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | |
Google Analytics 4 Fullstory first choice named as an alternative argued againstblank: not namedEach cell is one answer, Google Analytics 4 on the left and Fullstory on the right.The direct prompt
Neither was named
12 of 12 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Google Analytics 419%#1 of 10Fullstory0%#– of 10Google Analytics 416%#1 of 14Fullstory2%#7 of 14Google Analytics 40%#– of 14Fullstory0%#– of 14What the models said about Google Analytics 4
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Multiple EU countries (France, Austria) have ruled it violates GDPR due to US data transfers” Kimi K2 · negative prompt · hard negative
“Best overall free option: Google Analytics 4 (GA4)... for a pure web-marketing use case, GA4 + Microsoft Clarity gives you the most bang for zero dollars.” DeepSeek V4 Flash · budget prompt · first choice
“For most small businesses, a combination of Google Analytics 4 (free) + HubSpot CRM (free) + Hotjar ($49/month) provides 80% of the value” Mistral Small · budget prompt · first choice
What the models said about Fullstory
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Most heatmap and session recording tools (like Hotjar or FullStory) can get very expensive.” Qwen 3.7 Flash · budget prompt · soft negative
“Purely B2C-oriented tools like Heap, FullStory... weaker at account-level B2B analysis” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Fullstory is the top choice for understanding users' behavior across digital platforms” Claude Haiku 4.5 · comparative prompt · first choice
“Start with FullStory if you are purely digital/service-focused.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Choose Contentsquare or FullStory if you care most about user experience diagnosis and session replay.” GPT-5.4 mini · comparative prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.