2 cited runs of 37,851 observed answer runs.
Source domain profile · Other observed source
webrazzi.com in the Machine Relations Index
webrazzi.com appeared as a cited source in 2 of 37,851 monitored answer runs (under 0.01%) from May 10, 2026 to November 9, 2026.
Days with a citation, of the days observed in the current release window.
ChatGPT. This is an observed-engine list, not a per-engine rate.
MRI confidence is not an Answer-Source Fidelity grade.
Standing
Population ranks from the public release
- Public standing
- Collecting: no rank until it clears the evidence floor
- Full universe
- Not ranked in this release
- Source role population
- Not ranked in this release
- Evidence-qualified source role
- Not ranked in this release
Segment evidence
Observed category and question-shape rows
Segment rates use that category and question shape only. A row still collecting shows how many runs have been measured. A dash means no measured runs yet.
| Category | Question shape | State | Cited runs | Observed runs | Run dates | Rate | Rank population | Badge |
|---|---|---|---|---|---|---|---|---|
| Family Software | Best tools | Published | 2 | 259 | 13 | 0.77% | #143 of 229 | Badge |
Published segments: 1. Collecting segments: 0.
Citation history
Cited runs month by month
webrazzi.com was first cited in a monitored answer run on October 9, 2026, and most recently on November 9, 2026, with cited runs in each of the 2 months from then to this release. The release window opens 2026-05-10, so an earlier citation would not show here.
A month's rate is the share of all monitored answer runs that month that cited this domain. The latest month is still collecting.
| Month | Cited runs | Observed runs | Rate |
|---|---|---|---|
| October 2026 | 1 | 16,496 | 0.01% |
| November 2026 (to November 9, 2026) | 1 | 3,368 | 0.03% |
By answer engine
Which engines cite webrazzi.com
An engine's rate is its cited runs over every monitored run that engine answered in the window. Engines answer different numbers of runs, so compare rates, not counts.
| Engine | Cited runs | Engine’s observed runs | Rate |
|---|---|---|---|
| ChatGPT | 2 | 8,956 | 0.02% |
| Claude | 0 | 8,995 | 0.00% |
| Gemini | 0 | 7,316 | 0.00% |
| Google AI Mode | 0 | 2,172 | 0.00% |
| Google AI Overviews | 0 | 1,337 | 0.00% |
| Perplexity | 0 | 9,075 | 0.00% |
Since August 31, 2026, webrazzi.com is cited in none of 966 observed Google AI Mode runs. Google AI Mode's collection changed between August 10, 2026 and August 30, 2026, so its row above pools both sides of the change.
Since October 7, 2026, webrazzi.com is cited in none of 4,306 observed Perplexity runs. Perplexity's collection changed between October 6, 2026 and October 6, 2026, so its row above pools both sides of the change.
Peers
Nearest sources on Family Software / Best tools
webrazzi.com holds its best segment rank, #143 of 229, in Family Software / Best tools, at 0.77%. 30 sources on that leaderboard share that rate, and their order inside the tie is not a measured difference. Listed here: the nearest sources cited more and less often than it, and the sources beside it that share this best segment. Full leaderboard.
| Rank | Source | Source role | Segment citation rate | Against this source |
|---|---|---|---|---|
| #108 of 229 | thegreatapps.com | Other observed source | 1.16% | +0.39 pts |
| #109 of 229 | wearables.in | Other observed source | 1.16% | +0.39 pts |
| #110 of 229 | WizCase | Editorial publication | 1.16% | +0.39 pts |
| #142 of 229 | vodafone.com.au | Other observed source | 0.77% | Same rate |
| #144 of 229 | 20minutos.es | Other observed source | 0.39% | -0.38 pts |
| #224 of 229 | tinypal.com | Other observed source | 0.39% | -0.38 pts |
| #225 of 229 | tracki.com | Other observed source | 0.39% | -0.38 pts |
| #226 of 229 | turnitoff.app | Other observed source | 0.39% | -0.38 pts |
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. webrazzi.com, under 0.01% citation rate, 2 of 37,851 monitored answer runs, 2026-05-10 to 2026-11-09. Release mri_score_v2.1+2026-11-09+d7ef5411c915. https://machinerelations.ai/index/domains/webrazzi.com. CC BY 4.0.Parrott, J. (2026). webrazzi.com in the Machine Relations Index (Version mri_score_v2.1+2026-11-09+d7ef5411c915) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/webrazzi.com https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mriwebrazzicom,
author = {Parrott, Jaxon},
title = {webrazzi.com in the Machine Relations Index},
year = {2026},
version = {mri\_score\_v2.1+2026-11-09+d7ef5411c915},
publisher = {Machine Relations Research},
url = {https://machinerelations.ai/index/domains/webrazzi.com},
doi = {10.5281/zenodo.23652423},
license = {CC-BY-4.0},
note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}Release and boundary
What this profile measures
Published November 9, 2026. The observation window runs May 10, 2026 to November 9, 2026. Methodology v2.1.
Use the data
curl -fsSL "https://machinerelations.ai/data/machine-relations-index.json" -o machine-relations-index.json
curl -fsSL "https://machinerelations.ai/data/mri-release-manifest.json" -o mri-release-manifest.json
curl -fsSL "https://huggingface.co/datasets/machine-relations/machine-relations-index/resolve/main/domains.csv" -o domains.csv
curl -fsSL -L "https://doi.org/10.5281/zenodo.23652423" -o mri-zenodo.htmlimport json
from urllib.request import urlopen
index_url = "https://machinerelations.ai/data/machine-relations-index.json"
with urlopen(index_url) as response:
index = json.load(response)
print(index["generated"], index["total_domains"])The public dataset reports citation rates, rankings, and evidence counts. It excludes internal query identifiers, raw cited URLs, and answer-engine provider payloads. MRI measures observed root-domain citations in monitored prompts, not all AI answers, recommendation quality, web traffic or commercial performance. A citation is not source support.
Embed
Embed this profile’s badge
Put this badge on your site to show how often AI answers cite it. It links to this profile and updates with every new release; if a later release no longer includes this domain, the badge stops loading. To keep today’s numbers fixed, save the SVG and host it yourself.
HTML
<a href="https://machinerelations.ai/index/domains/webrazzi.com"><img src="https://machinerelations.ai/index/domains/webrazzi.com/badge.svg" alt="webrazzi.com in the Machine Relations Index: cited in under 0.01% of monitored AI answers (2 of 37,851 runs), Nov 9, 2026 release. Machine Relations Research." width="385" height="64"></a>Markdown
[](https://machinerelations.ai/index/domains/webrazzi.com)