11 cited runs of 29,566 observed answer runs.
Machine Relations IndexCitation rate0.04% Days observed6/158 Engine breadth1 ConfidenceCollecting
Source domain profile · Other observed source
Thetechedvocate.org in the Machine Relations Index
thetechedvocate.org appeared as a cited source in 11 of 29,566 monitored answer runs (0.04%) from 2026-05-10 to 2026-10-21.
Self-description
How the site describes itself
The Tech Edvocate - Authoritative EdTech News Commentary
thetechedvocate.org describes itself this way in its homepage title, read on October 21, 2026. It is the source's own wording, quoted as found, not a finding of this Index.
Days cited and days observed in the current release window.
perplexity. 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 · 0.04% across 11/29,566 observed runs
- Full universe
- Producer rank unavailable
- Source role population
- Producer rank unavailable
- Evidence-qualified source role
- Producer rank unavailable
Segment evidence
Observed category and question-shape rows
Segment rates use the exact category/question-shape denominator. Collecting rows show sample progress only; null or missing rates are not rendered as 0%.
| Category | Question shape | State | Cited runs | Observed runs | Run dates | Rate | Rank population | Badge |
|---|---|---|---|---|---|---|---|---|
| AI Security & Privacy | Problem-first research | Published | 2 | 224 | 11 | 0.89% | #204 of 467 | Badge |
| Consumer Finance | Best tools | Published | 3 | 249 | 11 | 1.20% | #128 of 328 | Badge |
| Consumer Finance | Is it worth it | Published | 2 | 243 | 11 | 0.82% | #193 of 378 | Badge |
| HR & Talent | Is it worth it | Published | 1 | 169 | 10 | 0.59% | #305 of 333 | Badge |
| HR & Talent | Top lists | Published | 1 | 181 | 10 | 0.55% | #232 of 246 | Badge |
| HR & Talent | Comparisons | Published | 1 | 187 | 10 | 0.53% | #235 of 247 | Badge |
| Martech & Advertising | Best tools | Collecting observations | 1 | 100 | 6 | Unavailable | No mature rank | Unavailable |
Published segments: 6. Collecting segments: 1.
Citation history
Cited runs month by month
thetechedvocate.org was first cited in a monitored answer run on September 19, 2026, and most recently on October 5, 2026, with cited runs in 2 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 |
|---|---|---|---|
| September 2026 | 4 | 4,971 | 0.08% |
| October 2026 (to 2026-10-21) | 7 | 11,579 | 0.06% |
By answer engine
Which engines cite Thetechedvocate.org
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 |
|---|---|---|---|
| Perplexity | 11 | 6,847 | 0.16% |
| ChatGPT | 0 | 6,735 | 0.00% |
| Claude | 0 | 6,767 | 0.00% |
| Gemini | 0 | 6,225 | 0.00% |
| Google AI Mode | 0 | 1,830 | 0.00% |
| Google AI Overviews | 0 | 1,162 | 0.00% |
Peers
Nearest sources on Consumer Finance / Best tools
Thetechedvocate.org holds its best segment rank, #128 of 328, in Consumer Finance / Best tools, at 1.20%. 34 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 |
|---|---|---|---|---|
| #91 of 328 | News24 | Editorial publication | 1.61% | +0.41 pts |
| #92 of 328 | Qu4tro.app | Other observed source | 1.61% | +0.41 pts |
| #93 of 328 | Toxigon.com | Other observed source | 1.61% | +0.41 pts |
| #126 of 328 | SUCCESS | Editorial publication | 1.20% | Same rate |
| #130 of 328 | Worthwisehq.com | Other observed source | 1.20% | Same rate |
| #178 of 328 | Tutorialchip.com | Other observed source | 0.80% | -0.40 pts |
| #179 of 328 | Upgrade.com | Other observed source | 0.80% | -0.40 pts |
| #180 of 328 | Usbank.com | Other observed source | 0.80% | -0.40 pts |
Release and boundary
How to cite this profile
Thetechedvocate.org (thetechedvocate.org), 0.04% citation rate, 11 of 29,566 monitored answer runs, 2026-05-10 to 2026-10-21, mri_score_v2.1, mri_score_v2.1+2026-10-21+85b6277f4055, https://machinerelations.ai/index/domains/thetechedvocate.org.
Release mri_score_v2.1+2026-10-21+85b6277f4055; methodology mri_score_v2.1; generated 2026-10-21; window 2026-05-10 to 2026-10-21; artifact 85b6277f4055.
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
The link goes to this profile, the alt text is the citation above, and the badge is live: it always shows the current release, so it changes when the release changes and returns 404 if this domain leaves the released population. The embedder decides the link’s rel attribute. To keep a fixed image, download the SVG.
HTML
<a href="https://machinerelations.ai/index/domains/thetechedvocate.org"><img src="https://machinerelations.ai/index/domains/thetechedvocate.org/badge.svg" alt="Thetechedvocate.org (thetechedvocate.org), 0.04% citation rate, 11 of 29,566 monitored answer runs, 2026-05-10 to 2026-10-21, mri_score_v2.1, mri_score_v2.1+2026-10-21+85b6277f4055, https://machinerelations.ai/index/domains/thetechedvocate.org." width="548" height="64"></a>Markdown
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