2 cited runs of 38,449 observed answer runs.
Machine Relations IndexCitation rateunder 0.01% Days cited2/179 Engine breadth1 ConfidenceCollecting
Source domain profile · Editorial publication
saasbuyerguide.com in the Machine Relations Index
saasbuyerguide.com appeared as a cited source in 2 of 38,449 monitored answer runs (under 0.01%) from May 10, 2026 to November 11, 2026.
Self-description
How the site describes itself
SaaS Buyer Guide helps you discover, compare, and choose the best business software with expert reviews, insights, and buying resources.
saasbuyerguide.com describes itself this way in the description tag on its homepage, read on November 11, 2026. It is the source's own wording, quoted as found, not a finding of this Index.
Days with a citation, of the days observed in the current release window.
Claude. 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: no rank until it clears the evidence floor
- Full universe
- Not ranked in this release
- Source role population
- Not ranked in this release
- Evidence-qualified source role
- Not ranked in this release
Segment evidence
Observed category and question-shape rows
Segment rates use that category and question shape only. A row still collecting shows how many runs have been measured. A dash means no measured runs yet.
| Category | Question shape | State | Cited runs | Observed runs | Run dates | Rate | Rank population | Badge |
|---|---|---|---|---|---|---|---|---|
| HR & Talent | Top lists | Published | 1 | 233 | 12 | 0.43% | #233 of 270 | Badge |
| Sales, GTM & CRM | How buyers choose | Published | 1 | 114 | 7 | 0.88% | #164 of 197 | Badge |
Published segments: 2. Collecting segments: 0.
Citation history
Cited runs month by month
saasbuyerguide.com was first cited in a monitored answer run on October 21, 2026, and most recently on October 29, 2026, with cited runs in 1 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 |
|---|---|---|---|
| October 2026 | 2 | 16,496 | 0.01% |
| November 2026 (to November 11, 2026) | 0 | 3,966 | 0.00% |
By answer engine
Which engines cite saasbuyerguide.com
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 |
|---|---|---|---|
| Claude | 2 | 9,177 | 0.02% |
| ChatGPT | 0 | 9,137 | 0.00% |
| Gemini | 0 | 7,326 | 0.00% |
| Google AI Mode | 0 | 2,198 | 0.00% |
| Google AI Overviews | 0 | 1,354 | 0.00% |
| Perplexity | 0 | 9,257 | 0.00% |
Since August 31, 2026, saasbuyerguide.com is cited in none of 992 observed Google AI Mode runs. Google AI Mode's collection changed between August 10, 2026 and August 30, 2026, so its row above pools both sides of the change.
Since October 7, 2026, saasbuyerguide.com is cited in none of 4,488 observed Perplexity runs. Perplexity's collection changed between October 6, 2026 and October 7, 2026, so its row above pools both sides of the change.
Peers
Nearest sources on Sales, GTM & CRM / How buyers choose
saasbuyerguide.com holds its best segment rank, #164 of 197, in Sales, GTM & CRM / How buyers choose, at 0.88%. 100 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 |
|---|---|---|---|---|
| #85 of 197 | prolifiq.com | Other observed source | 1.75% | +0.87 pts |
| #86 of 197 | prometheusagency.co | Other observed source | 1.75% | +0.87 pts |
| #87 of 197 | pulserevops.com | Other observed source | 1.75% | +0.87 pts |
| #88 of 197 | Community and social platform | 1.75% | +0.87 pts | |
| #89 of 197 | revenuedirectory.com | Other observed source | 1.75% | +0.87 pts |
| #90 of 197 | rework.com | Other observed source | 1.75% | +0.87 pts |
| #163 of 197 | rudekwydra.com.br | Other observed source | 0.88% | Same rate |
| #165 of 197 | saaschecks.com | Other observed source | 0.88% | Same rate |
Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. saasbuyerguide.com, under 0.01% citation rate, 2 of 38,449 monitored answer runs, 2026-05-10 to 2026-11-11. Release mri_score_v2.1+2026-11-11+d52a5886914e. CC BY 4.0. https://machinerelations.ai/index/domains/saasbuyerguide.comAPA
Parrott, J. (2026). saasbuyerguide.com in the Machine Relations Index (Version mri_score_v2.1+2026-11-11+d52a5886914e) [Data set]. Machine Relations Research. https://machinerelations.ai/index/domains/saasbuyerguide.com https://doi.org/10.5281/zenodo.23652423BibTeX
@misc{parrott2026mrisaasbuyerguidecom,
author = {Parrott, Jaxon},
title = {saasbuyerguide.com in the Machine Relations Index},
year = {2026},
version = {mri\_score\_v2.1+2026-11-11+d52a5886914e},
publisher = {Machine Relations Research},
url = {https://machinerelations.ai/index/domains/saasbuyerguide.com},
doi = {10.5281/zenodo.23652423},
license = {CC-BY-4.0},
note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}Release and boundary
What this profile measures
Published November 11, 2026. The observation window runs May 10, 2026 to November 11, 2026. Methodology v2.1.
Use the data
curl -fsSL "https://machinerelations.ai/data/machine-relations-index.json" -o machine-relations-index.json
curl -fsSL "https://machinerelations.ai/data/mri-release-manifest.json" -o mri-release-manifest.json
curl -fsSL "https://huggingface.co/datasets/machine-relations/machine-relations-index/resolve/main/domains.csv" -o domains.csv
curl -fsSL -L "https://doi.org/10.5281/zenodo.23652423" -o mri-zenodo.htmlimport json
from urllib.request import urlopen
index_url = "https://machinerelations.ai/data/machine-relations-index.json"
with urlopen(index_url) as response:
index = json.load(response)
print(index["generated"], index["total_domains"])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.
saasbuyerguide.com on AuthorityTech’s publication intelligence, part of the AuthorityTech publication intelligence projection, is a downstream practitioner projection. It is not source evidence, citation provenance, or an identity link for the neutral dataset.
Embed
Embed this profile’s badge
Put this badge on your site to show how often AI answers cite it. It links to this profile and updates with every new release; if a later release no longer includes this domain, the badge stops loading. To keep today’s numbers fixed, save the SVG and host it yourself.
HTML
<a href="https://machinerelations.ai/index/domains/saasbuyerguide.com"><img src="https://machinerelations.ai/index/domains/saasbuyerguide.com/badge.svg" alt="saasbuyerguide.com in the Machine Relations Index: cited in under 0.01% of monitored AI answers (2 of 38,449 runs), Nov 11, 2026 release. Machine Relations Research." width="385" height="64"></a>Markdown
[](https://machinerelations.ai/index/domains/saasbuyerguide.com)