Attribution and marketing mix modeling · RankedPretty Insights
Gane, the publisher, sells software in Attribution & MMM, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
Why models recommend it
“Pretty Insights bundles campaign attribution, UTM tracking, conversion events, and funnel analytics into a single tool starting at $9/month.”Muse Glimmer 30B · Budget-constrained question · alternative
“Best for: Mid-market marketers wanting clean attribution without enterprise costs”Kimi K2 · Budget-constrained question · alternative
“Pretty Insights ($9/month) are your best value picks for attribution”DeepSeek V4 Flash · Budget-constrained question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Pretty Insights, over the 14 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 13 | 9 | View → | |
| 11 | 6 | View → | |
| 9 | 2 | View → | |
| 9 | 1 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 1 | View → | |
| 5 | 1 | View → | |
| 5 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
How this is measured
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 →Sources returned with these answers
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 14 of the 14 answers that named Pretty Insights and are not a share of its labels.
Domains cited
Sixty-nine of the eighty-three domain citations in answers naming Pretty Insights came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 26 | 0 | 2026-04-25 | SEO, Customer intel | |
| Comparison | 17 | 4 | 2026-07-12 | ||
| Template or tool | 2 | 0 | 2025-10-20 | ||
| Report or ebook | 1 | undated | |||
| Glossary or explainer | 1 | 0 | 2025-11-25 |
Most recent
- 2026-07-12Plausible alternatives comparison
- 2026-07-12Agencyanalytics alternatives comparison
- 2026-07-11Amplitude alternatives comparison
- 2026-07-11Mixpanel alternatives comparison
- 2026-04-25Best seo tools for agencies blog
- 2026-04-24Is pretty insights a good alternative to simple analytics comparison
How it is countedHide how it is counted
Every page prettyinsights.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.