# 529plancalculator.com in the Machine Relations Index

Canonical URL: https://machinerelations.ai/index/domains/529plancalculator.com
Canonical domain: 529plancalculator.com
Source role: Other observed source
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.

529plancalculator.com appeared as a cited source in 1 of 30,032 monitored answer runs (0.00%) from 2026-05-10 to 2026-10-22.

## Overall Evidence

- Citation rate: 0.00%
- Cited runs: 1 of 30,032
- Days cited: 1 of 159
- Engine breadth: 1 observed engines (claude)
- Confidence: Collecting
- Standing: collecting · 0.00% across 1/30,032 observed runs

## Observed Segments

| Category | Question shape | State | Cited runs | Observed runs | Run dates | Rate | Standing |
|---|---|---|---:|---:|---:|---:|---|
| [Consumer Finance](https://machinerelations.ai/index/categories/consumer-finance) | [Comparisons](https://machinerelations.ai/index/categories/consumer-finance/x_vs_y) | published | 1 | 249 | 11 | 0.40% | #141 of 239 |

## Citation Record

529plancalculator.com has been cited in one monitored answer run, on October 20, 2026, by Claude, in answers to Consumer Finance / Comparisons questions. Other sources cited for Consumer Finance questions: https://machinerelations.ai/index/categories/consumer-finance

## Peers

529plancalculator.com holds its best segment rank, #141 of 239, in Consumer Finance / Comparisons, at 0.40%. 102 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/x_vs_y

| Rank | Source | Source role | Segment citation rate | Against this source |
|---|---|---|---:|---|
| #90 of 239 | [Aicontentcreate.com](https://machinerelations.ai/index/domains/aicontentcreate.com) | Other observed source | 0.80% | +0.40 pts |
| #91 of 239 | [Americankids.org](https://machinerelations.ai/index/domains/americankids.org) | Other observed source | 0.80% | +0.40 pts |
| #92 of 239 | [Arkansas.gov](https://machinerelations.ai/index/domains/arkansas.gov) | Academic and government source | 0.80% | +0.40 pts |
| #93 of 239 | [Bogleheads.org](https://machinerelations.ai/index/domains/bogleheads.org) | Other observed source | 0.80% | +0.40 pts |
| #94 of 239 | [Canopy Press](https://machinerelations.ai/index/domains/canopy.press) | Other observed source | 0.80% | +0.40 pts |
| #95 of 239 | [Capitalgroup.com](https://machinerelations.ai/index/domains/capitalgroup.com) | Other observed source | 0.80% | +0.40 pts |
| #140 of 239 | [529network.org](https://machinerelations.ai/index/domains/529network.org) | Other observed source | 0.40% | Same rate |
| #142 of 239 | [529wiz.com](https://machinerelations.ai/index/domains/529wiz.com) | Other observed source | 0.40% | Same rate |

## Citation

529plancalculator.com (529plancalculator.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/529plancalculator.com.

## Badge

Badge image: https://machinerelations.ai/index/domains/529plancalculator.com/badge.svg

[![529plancalculator.com (529plancalculator.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/529plancalculator.com.](https://machinerelations.ai/index/domains/529plancalculator.com/badge.svg)](https://machinerelations.ai/index/domains/529plancalculator.com)

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)