# Thetechedvocate.org in the Machine Relations Index Canonical URL: https://machinerelations.ai/index/domains/thetechedvocate.org Canonical domain: thetechedvocate.org Source role: Other observed source 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. 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. ## 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. ## Overall Evidence - Citation rate: 0.04% - Cited runs: 11 of 29,566 - Days cited: 6 of 158 - Engine breadth: 1 observed engines (perplexity) - Confidence: Collecting - Standing: collecting ยท 0.04% across 11/29,566 observed runs ## Observed Segments | Category | Question shape | State | Cited runs | Observed runs | Run dates | Rate | Standing | |---|---|---|---:|---:|---:|---:|---| | [AI Security & Privacy](https://machinerelations.ai/index/categories/ai-security-privacy) | [Problem-first research](https://machinerelations.ai/index/categories/ai-security-privacy/problem_first) | published | 2 | 224 | 11 | 0.89% | #204 of 467 | | [Consumer Finance](https://machinerelations.ai/index/categories/consumer-finance) | [Best tools](https://machinerelations.ai/index/categories/consumer-finance/best_x) | published | 3 | 249 | 11 | 1.20% | #128 of 328 | | [Consumer Finance](https://machinerelations.ai/index/categories/consumer-finance) | [Is it worth it](https://machinerelations.ai/index/categories/consumer-finance/is_x_worth) | published | 2 | 243 | 11 | 0.82% | #193 of 378 | | [HR & Talent](https://machinerelations.ai/index/categories/hr-talent) | [Is it worth it](https://machinerelations.ai/index/categories/hr-talent/is_x_worth) | published | 1 | 169 | 10 | 0.59% | #305 of 333 | | [HR & Talent](https://machinerelations.ai/index/categories/hr-talent) | [Top lists](https://machinerelations.ai/index/categories/hr-talent/top_list) | published | 1 | 181 | 10 | 0.55% | #232 of 246 | | [HR & Talent](https://machinerelations.ai/index/categories/hr-talent) | [Comparisons](https://machinerelations.ai/index/categories/hr-talent/x_vs_y) | published | 1 | 187 | 10 | 0.53% | #235 of 247 | | [Martech & Advertising](https://machinerelations.ai/index/categories/martech-advertising) | [Best tools](https://machinerelations.ai/index/categories/martech-advertising/best_x) | collecting | 1 | 100 | 6 | Unavailable | Collecting observations; no mature rank | ## Citation History 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 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 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. Leaderboard: https://machinerelations.ai/index/categories/consumer-finance/best_x | Rank | Source | Source role | Segment citation rate | Against this source | |---|---|---|---:|---| | #91 of 328 | [News24](https://machinerelations.ai/index/domains/news24.com) | Editorial publication | 1.61% | +0.41 pts | | #92 of 328 | [Qu4tro.app](https://machinerelations.ai/index/domains/qu4tro.app) | Other observed source | 1.61% | +0.41 pts | | #93 of 328 | [Toxigon.com](https://machinerelations.ai/index/domains/toxigon.com) | Other observed source | 1.61% | +0.41 pts | | #126 of 328 | [SUCCESS](https://machinerelations.ai/index/domains/success.com) | Editorial publication | 1.20% | Same rate | | #130 of 328 | [Worthwisehq.com](https://machinerelations.ai/index/domains/worthwisehq.com) | Other observed source | 1.20% | Same rate | | #178 of 328 | [Tutorialchip.com](https://machinerelations.ai/index/domains/tutorialchip.com) | Other observed source | 0.80% | -0.40 pts | | #179 of 328 | [Upgrade.com](https://machinerelations.ai/index/domains/upgrade.com) | Other observed source | 0.80% | -0.40 pts | | #180 of 328 | [Usbank.com](https://machinerelations.ai/index/domains/usbank.com) | Other observed source | 0.80% | -0.40 pts | ## Citation 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. ## Badge Badge image: https://machinerelations.ai/index/domains/thetechedvocate.org/badge.svg [![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.](https://machinerelations.ai/index/domains/thetechedvocate.org/badge.svg)](https://machinerelations.ai/index/domains/thetechedvocate.org) The badge is live: it shows the current release, so it changes when the release changes, and it returns 404 if this domain leaves the released population. The link goes to this profile and the alt text is the citation above. ## Public Boundary 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; it does not measure all AI answers, recommendation quality, website traffic, or commercial performance. A citation does not prove source support, and MRI confidence is not an Answer-Source Fidelity grade. ## Related Sources - [Machine Relations Index](https://machinerelations.ai/index) - [Public JSON artifact](https://machinerelations.ai/data/machine-relations-index.json) - [Release manifest](https://machinerelations.ai/data/mri-release-manifest.json)