33 cited runs of 27,776 observed answer runs.
Machine Relations IndexCitation rate0.12% Days observed11/156 Engine breadth6 ConfidenceC
Source domain profile · Other observed source
Shipperguide.com in the Machine Relations Index
shipperguide.com appeared as a cited source in 33 of 27,776 monitored answer runs (0.12%) from 2026-05-10 to 2026-10-19.
Days cited and days observed in the current release window.
chatgpt, claude, gemini, google_ai_mode, google_ai_overviews, 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
- #760 of 31,998 observed domains
- Full universe
- #760 of 31,998
- Source role population
- #405 of 27,591
- Evidence-qualified source role
- #405 of 490
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 |
|---|---|---|---|---|---|---|---|---|
| Logistics & Freight | Best tools | Published | 2 | 107 | 7 | 1.87% | #107 of 213 | Badge |
| Logistics & Freight | How buyers choose | Published | 3 | 102 | 7 | 2.94% | #54 of 249 | Badge |
| Logistics & Freight | Is it worth it | Published | 23 | 107 | 7 | 21.50% | #1 of 209 | Badge |
| Logistics & Freight | Comparisons | Collecting observations | 5 | 101 | 6 | Unavailable | No mature rank | Unavailable |
Published segments: 3. Collecting segments: 1.
Peers
Nearest sources on Logistics & Freight / Is it worth it
Shipperguide.com holds its best segment rank, #1 of 209, in Logistics & Freight / Is it worth it. These sources rank nearest to it on that leaderboard. Full leaderboard.
| Rank | Source | Source role | Segment citation rate |
|---|---|---|---|
| #2 of 209 | Wearewarp.com | Other observed source | 20.56% |
| #3 of 209 | Cargoson.com | Other observed source | 14.02% |
| #4 of 209 | Transplus.io | Other observed source | 11.21% |
| #5 of 209 | Descartes.com | Other observed source | 10.28% |
| #6 of 209 | Gofreight.com | Other observed source | 9.35% |
| #7 of 209 | Quantumbyte.ai | Other observed source | 9.35% |
| #8 of 209 | Locus.sh | Other observed source | 8.41% |
| #9 of 209 | Geotab.com | Other observed source | 7.48% |
Mentioned in
Research and weekly reports that link this profile
Release and boundary
How to cite this profile
Shipperguide.com (shipperguide.com), 0.12% citation rate, 33 of 27,776 monitored answer runs, 2026-05-10 to 2026-10-19, mri_score_v2.1, mri_score_v2.1+2026-10-19+da0ee4378219, https://machinerelations.ai/index/domains/shipperguide.com.
Release mri_score_v2.1+2026-10-19+da0ee4378219; methodology mri_score_v2.1; generated 2026-10-19; window 2026-05-10 to 2026-10-19; artifact da0ee4378219.
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
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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/shipperguide.com"><img src="https://machinerelations.ai/index/domains/shipperguide.com/badge.svg" alt="Shipperguide.com (shipperguide.com), 0.12% citation rate, 33 of 27,776 monitored answer runs, 2026-05-10 to 2026-10-19, mri_score_v2.1, mri_score_v2.1+2026-10-19+da0ee4378219, https://machinerelations.ai/index/domains/shipperguide.com." width="529" height="64"></a>Markdown
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