Open data every edition
Citewake Surface Map
Explore where AI systems retrieve and cite information when recommending products and services.
| Surface | ChatGPT | Claude | Gemini | Perplexity |
|---|---|---|---|---|
| Vendor and product sites | 53 / 6088.3% | 55 / 6091.7% | 45 / 6075.0% | 56 / 6093.3% |
| Specialist reviews and comparisons | 4 / 606.7% | 35 / 6058.3% | 22 / 6036.7% | 9 / 6015.0% |
| Communities and discussion | 0 / 600.0% | 1 / 601.7% | 26 / 6043.3% | 0 / 600.0% |
| Independent editorial | 1 / 601.7% | 2 / 603.3% | 10 / 6016.7% | 6 / 6010.0% |
| Official and government | 12 / 6020.0% | 0 / 600.0% | 1 / 601.7% | 6 / 6010.0% |
| Academic and research | 0 / 600.0% | 1 / 601.7% | 1 / 601.7% | 0 / 600.0% |
| App marketplaces | 0 / 600.0% | 0 / 600.0% | 0 / 600.0% | 1 / 601.7% |
| Developer and technical | 0 / 600.0% | 0 / 600.0% | 0 / 600.0% | 1 / 601.7% |
| Not yet classified | 6 / 6010.0% | 47 / 6078.3% | 39 / 6065.0% | 7 / 6011.7% |
Hover or tap a ribbon for its exact numbers. Select a surface to see its domains, and a domain to see the questions and answers it appeared in.
Citations and recommendations
Retrieved, cited and recommended are separate measurements, never added together. This is how each AI's citations divide between the brands it recommended and everything else.
- Of ChatGPT's 181 citations, 58 (32.0%) point to a brand it recommended in the same answer, 9 to a brand it only named, and 114 to third parties.
- Of Claude's 390 citations, 48 (12.3%) point to a brand it recommended in the same answer, 3 to a brand it only named, and 339 to third parties.
- Of Gemini's 621 citations, 58 (9.3%) point to a brand it recommended in the same answer, 3 to a brand it only named, and 560 to third parties.
- Of Perplexity's 276 citations, 87 (31.5%) point to a brand it recommended in the same answer, 9 to a brand it only named, and 180 to third parties.
Across editions
Comparisons appear when an earlier edition researched the same category, with the same panels and benchmark.
How to read it
- Ribbons
- Each ribbon joins an AI to a surface or a domain. Its thickness is a share of that AI's answers, so the four AIs are comparable. Exact numbers and denominators are on every ribbon and in the table.
- Retrieved
- The answer's own web search returned a page from the source, out of the answers that searched.
- Cited
- The answer cited a page from the source, out of all the AI's answers. Each source counts once per answer.
- Recommended
- The answer cited the source and recommended the brand whose own site it is.
- Gemini
- Not reported by Gemini: Gemini reports only the sources it used, so what it retrieved but didn't cite can't be observed. It is never shown as zero.
- Not yet classified
- Sources no published rule or review covers yet. They are counted and shown in grey, never guessed.
- Panels
- Categories asked per market show the United States and Europe separately. They are never pooled.
Built from each edition's published answers. The method. Data: index (JSON), and each category's JSON and CSV, linked under the map. Licence: CC BY 4.0.
Files for this view: Accounting software (JSON), every source (CSV).