Census is a composable, warehouse-native customer data platform from Fivetran · fivetran.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
BigQuery is first at 44%.
Hightouch is first at 38%. 0 of 14 models made it the first choice when asked directly.
Hightouch is first at 47%.
“Commercial platforms like Census and Hightouch deliver faster time-to-value for most SaaS teams in North America.”Claude Haiku 4.5 · Scale-constrained question · first choice
“Shortlist Hightouch and Fivetran Activations (the product associated with Census)”GPT-6 Luna · Scale-constrained question · first choice
“Choose a tool that offers a self-service interface (like Hightouch or Census)”GLM 4.7 FlashX · Negative question · first choice
“Census is user-friendly, with a strong UI and good support for B2B use cases”Mistral Small · Paraphrase question · first choice
“avoid Census post-acquisition pricing”DeepSeek V4 Flash · Negative question · warning
“Census has been integrated into Fivetran's activation offering, so ask about the current product, roadmap, support, and contract terms rather than evaluating it as an independent vendor.”GPT-6 Luna · Scale-constrained question · warning
“User-friendly but limited depth for complex marketing logic; post-acquisition changes ... have raised concerns about feature bloat or pricing shifts”Grok 4.20 · Negative question · warning
“Hightouch and Census are better reserved for companies that need advanced activation workflows and can support higher recurring costs.”Perplexity Sonar · Budget-constrained question · warning
The products named in the same answers as Census, over the 291 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 276 | 140 | Compare → | |
| 198 | 53 | Compare → | |
| 189 | 87 | Compare → | |
| 126 | 0 | Compare → | |
| 121 | 6 | Compare → | |
| 108 | 2 | Compare → | |
| 107 | 6 | Compare → | |
| 100 | 1 | Compare → | |
| 93 | 2 | View → | |
| 72 | 1 | View → |
What the models named instead of Census →
A side-by-side page exists where both products are among a category's top eight.
Stated on Census's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 238 of the 291 answers that named Census and are not a share of its labels.
614 of the 693 domain citations in answers naming Census came from a third party's page. Seventy-nine were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 3 | 1 | 0 | 5 |
| GPT-5.4 mini | 2 | 2 | 0 | 1 | 5 |
| Gemini 3.5 Flash | 4 | 14 | 5 | 0 | 23 |
| Perplexity Sonar | 0 | 4 | 0 | 2 | 6 |
| Grok 4.20 | 1 | 6 | 1 | 2 | 10 |
| Mistral Small | 3 | 3 | 1 | 0 | 7 |
| DeepSeek V4 Flash | 1 | 3 | 2 | 1 | 7 |
| Llama 4 Maverick | 1 | 2 | 2 | 1 | 6 |
| Qwen 3.7 Flash | 0 | 3 | 1 | 1 | 5 |
| Kimi K2 | 0 | 4 | 1 | 2 | 7 |
| GLM 4.7 FlashX | 2 | 2 | 0 | 1 | 5 |
| MiniMax M2.5 | 0 | 3 | 3 | 1 | 7 |
| GPT-6 Luna | 1 | 3 | 0 | 2 | 6 |
| Muse Glimmer 30B | 0 | 7 | 1 | 1 | 9 |