1 cited runs of 30,032 observed answer runs.
Machine Relations IndexCitation rate0.00% Days observed1/159 Engine breadth1 ConfidenceCollecting
Source domain profile · Other observed source
Gophotonics.com in the Machine Relations Index
gophotonics.com appeared as a cited source in 1 of 30,032 monitored answer runs (0.00%) from 2026-05-10 to 2026-10-22.
Days cited and days observed in the current release window.
gemini. 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 · 0.00% across 1/30,032 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 |
|---|---|---|---|---|---|---|---|---|
| Deep Tech & Hardware | Best tools | Published | 1 | 230 | 11 | 0.43% | #359 of 507 | Badge |
Published segments: 1. Collecting segments: 0.
Citation record
One cited run
gophotonics.com has been cited in one monitored answer run, on October 14, 2026, by Gemini, in answers to Deep Tech & Hardware / Best tools questions. Other sources cited for Deep Tech & Hardware questions are on the Deep Tech & Hardware sources page.
Peers
Nearest sources on Deep Tech & Hardware / Best tools
Gophotonics.com holds its best segment rank, #359 of 507, in Deep Tech & Hardware / Best tools, at 0.43%. 239 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 |
|---|---|---|---|---|
| #208 of 507 | Iium.edu.my | Other observed source | 0.87% | +0.44 pts |
| #209 of 507 | Indie.inc | Other observed source | 0.87% | +0.44 pts |
| #210 of 507 | Iotworld.com.cn | Other observed source | 0.87% | +0.44 pts |
| #211 of 507 | Iotworlds.com | Other observed source | 0.87% | +0.44 pts |
| #212 of 507 | Kad8.com | Other observed source | 0.87% | +0.44 pts |
| #213 of 507 | Kamami.pl | Other observed source | 0.87% | +0.44 pts |
| #358 of 507 | Goermicro.com | Other observed source | 0.43% | Same rate |
| #361 of 507 | Grobotronics.com | Other observed source | 0.43% | Same rate |
Release and boundary
How to cite this profile
Gophotonics.com (gophotonics.com), 0.00% citation rate, 1 of 30,032 monitored answer runs, 2026-05-10 to 2026-10-22, mri_score_v2.1, mri_score_v2.1+2026-10-22+ceab08a3b958, https://machinerelations.ai/index/domains/gophotonics.com.
Release mri_score_v2.1+2026-10-22+ceab08a3b958; methodology mri_score_v2.1; generated 2026-10-22; window 2026-05-10 to 2026-10-22; artifact ceab08a3b958.
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/gophotonics.com"><img src="https://machinerelations.ai/index/domains/gophotonics.com/badge.svg" alt="Gophotonics.com (gophotonics.com), 0.00% citation rate, 1 of 30,032 monitored answer runs, 2026-05-10 to 2026-10-22, mri_score_v2.1, mri_score_v2.1+2026-10-22+ceab08a3b958, https://machinerelations.ai/index/domains/gophotonics.com." width="525" height="64"></a>Markdown
[](https://machinerelations.ai/index/domains/gophotonics.com)