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Feed status · checked 2026-07-09
Stanford Marguerite Shuttle (SMS)
Based on the feed this agency publishes
unchanged since 2026-07-08
Ahead of 98% of all tracked agencies and 98% of mid-size agencies. Operates in California.
A data-quality and completeness lens to help an agency improve its GTFS feed. Not an official compliance determination from any transit program. New to this? How to read your scorecard. Interactive view of this scorecard. Rubric v1.1, validator 8.0.1.
Checked for changes 6 hours ago; last changed 12 hours ago.
Measured 3 of 4 score categories from the agency's own feed.
How we measured this
Confidence in this measurement: medium.
- Realtime quality was not measured this run. It does not count against the grade.
- The feed was downloaded from the agency's own URL.
Confidence describes how much the pipeline could measure this run, not the feed itself. It never changes the grade.
Top things to fix
Review the rule documentation for 'equal_shape_distance_same_coordinates' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed.
Equal shape distance same coordinates (flagged by the MobilityData validator). See the linked rule for what this affects.
⏱ Varies.worth about +8 points
Use mixed case for stop names and headsigns (e.g. 'Main St & 2nd Ave', not 'MAIN ST & 2ND AVE').Likely your export tool
Some rider-facing names are in ALL CAPS or all lowercase. ALL-CAPS stop and headsign names are harder to read in apps and are read awkwardly by screen readers.
⏱ Often a bulk fix in your scheduling software.worth about +6 points
Check the flagged column names for misspellings of standard GTFS fields; remove them if they are vendor extras.
Some files contain columns that are not part of the GTFS spec. Harmless to riders, but apps ignore these columns and they can hide typos in real column names.
⏱ A quick look at the flagged files.
Close the loop on each fix. Read the guide, make the change in your tool, and let the next run verify it — the scorecard shows the fix; the agency publishes it.
Review the rule documentation for 'equal_shape_distance_same_coordinates' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed.
Make the change. Make this change in whatever tool produces your feed, then re-export.
Prove it cleared. The next scorecard run re-checks this automatically and, once it is gone, mints a dated receipt. Self-check a feed before you publish.
Use mixed case for stop names and headsigns (e.g. 'Main St & 2nd Ave', not 'MAIN ST & 2ND AVE'). · Read the fix guide
Make the change. Make this change in whatever tool produces your feed, then re-export.
Prove it cleared. The next scorecard run re-checks this automatically and, once it is gone, mints a dated receipt. Self-check a feed before you publish.
Check the flagged column names for misspellings of standard GTFS fields; remove them if they are vendor extras. · Read the fix guide
Make the change. Make this change in whatever tool produces your feed, then re-export.
Prove it cleared. The next scorecard run re-checks this automatically and, once it is gone, mints a dated receipt. Self-check a feed before you publish.
Send your vendor a fix request
You may not control the GTFS export yourself. Copy this and send it to whoever runs your scheduling software export. It names each fix with the validator notice and a guide link.
Score by category
The MobilityData validator flagged 6 kinds of issue across 288 instances (0 error, 263 warning, 25 informational).
Service data covers the next 344 days.
100% of stops state wheelchair accessibility (100% marked accessible, 0% marked not accessible). This measures what the feed publishes, not whether a stop is physically usable. Fare data is published.
100% of stops state accessibility (100% marked accessible). Reflects what the feed states, not verified physical usability.
Fares are applied to trips.
Not scored yet. Nothing here counts against the grade.
Routes and stops
Each route is drawn once, using the longest shape its trips follow; stops are the dots.
Skip to route and stop dataBasemap: OpenFreeMap, © OpenStreetMap contributors. Routes and stops: this agency's GTFS feed.
- RWC Line (pink)
- SE (pink)
- RP PM (teal)
- SE (pink)
- Y Line (red)
- P Line (white)
- MC (purple)
- 1050A (brown)
- X Line (red)
- S Line (brown)
- AE-F Line (gray)
- RP AM (teal)
- C Line (white)
- YL-AM (red)
- XL-AM (red)
- C Line Limited AM/PM (white)
- YL-PM (red)
- XL-PM (red)
- X Express AM (red)
- Y Express PM (red)
- OCA (gray)
- HD (teal)
- SLAC (green)
- CAX (yellow)
| Route | Type | Line color |
|---|---|---|
| RWC Line | Bus | pink |
| SE Shopping Express | Bus | pink |
| RP PM Research Park | Bus | teal |
| SE Shopping Express - Weekend | Bus | pink |
| Y Line | Bus | red |
| P Line | Bus | white |
| MC Medical Center | Bus | purple |
| 1050A 1050 Arastradero | Bus | brown |
| X Line | Bus | red |
| S Line | Bus | brown |
| AE-F Line | Bus | gray |
| RP AM Research Park | Bus | teal |
| C Line | Bus | white |
| YL-AM Y Limited AM | Bus | red |
| XL-AM X Limited AM | Bus | red |
| C Line Limited AM/PM | Bus | white |
| YL-PM Y Limited PM | Bus | red |
| XL-PM X Limited PM | Bus | red |
| X Express AM | Bus | red |
| Y Express PM | Bus | red |
| OCA Oak Creek Apartments | Bus | gray |
| HD Hospital: Direct | Bus | teal |
| SLAC S L A C | Bus | green |
| CAX California Ave Caltrain | Bus | yellow |
This feed has 186 stops.
List every stop
- On Jane Stanford Way @ Campus Oval
- On Jane Stanford Way @ Burnham Pavilion
- On Quarry Road @ Neuroscience Health Center
- On Quarry Road @ Stanford Shopping Center
- On Roth Way @ Campus Drive
- On Roth Way @ Rodin Sculpture Garden
- On Clark Way Across From Leasing Office
- On Jane Stanford Way @ Encina Hall
- On Stock Farm Road @ Parking Lot L-20
- On Stock Farm Road @ Automotive Innovation Facility
- PATC @ Bus Depot Bay # 6
- On San Antonio Road @ El Camino Real NB
- On Quarry Road @ Sweet Olive Way
- PATC @ Bus Depot Bay #7
- On Jane Stanford Way @ Campus Drive
- On Welch Road @ LPCH
- Hillview Avenue @ Watkins Johnson
- Palo Alto Transit Center
- On Showers Drive @ San Antonio Shopping Center
- On Winslow Street @ Redwood City Caltrain
- On El Camino Real NB @ California Avenue
- On El Camino Real SB @ California Avenue
- On Broadway @ Cardinal Hall
- On Barron Avenue @ Discovery Hall
- On Jane Stanford Way @ Manzanita Field
- On Welch Road @ Pasteur Staff Garage
- On Welch Road @ Blake Wilbur Drive
- 1000 Welch Road
- 900 Welch Road
- 780 Welch Road
- On Olmsted Road @ Wellesley Street East
- 3300 Hillview Avenue
- 3375 Hillview Avenue
- On Sand Hill Road @ Clark Way
- On Clark Way @ Vi At Palo Alto
- On Sand Hill Road @ Pasteur Drive
- On El Camino Real SB @ Serra Street
- Ardenwood Park & Ride (Line U/DB Stop)
- Fremont BART (Line U Stop)
- In Parking Lot @ SLAC Main Gate (Restricted Access)
- 1530 Page Mill Road
- On N Pasteur Drive @ Sand Hill Road
- On S Pasteur Drive @ Sand Hill Road
- On Page Mill Road @ Peter Coutts Road
- 1501 Page Mill Road
- On Walnut Avenue @ Liberty Street
- On Campus Drive @ Parking Lot L-63
- On Walnut Avenue @ Wells Fargo
- On Fremont Blvd @ ACE Station
- ACE Station (Fremont Boulevard @ Bonde Way)
- On Campus Drive @ Li Ka Shing Center
- On Campus Drive Across From Li Ka Shing Center
- On Campus Drive @ Studio 2
- On Roth Way @ Roth Way Garage
- On Page Mill Road @ El Camino Real SB
- 1290 Page Mill Road @ Hanover Street
- On Hillview Avenue @ Porter Drive
- On Hillview Avenue @ Coyote Hill Road
- 3412 Hillview Avenue
- 1070 Arastradero Road @ Side Door
- 3495 Deer Creek Road
- On Campus Drive @ Rains, Building # 238
- 3475 Deer Creek Road
- 3500 Deer Creek Road
- Across From 3495 Deer Creek Road @ Arastradero Road
- 1070 Arastradero Road @ Front Door
- 3421 Hillview Avenue
- 3405 Hillview Avenue
- On Porter Drive @ Hillview Avenue
- Across From 1290 Page Mill Road @ Hanover Street
- 3145 Porter Drive
- On Jane Stanford Way @ Main Quad
- On Campus Drive @ Parking Lot L-62
- Rosewood Hotel
- On Campus Drive @ Vaden Health Center
- On El Camino Real SB @ Page Mill Road
- On El Camino Real NB @ Oregon Expressway
- On El Camino Real SB @ Hansen Way
- On Campus Drive @ Wilbur Field
- On El Camino Real NB @ Portage Avenue
- On El Camino Real SB @ Maybell Avenue
- On El Camino Real NB @ El Camino Way
- On California Street @ Pacchetti Way
- On Panama Street @ Campus Drive
- On Welch Road Across From LPCH
- On Campus Drive @ Munger Graduate Residence
- On Clark Way @ Leasing Office
- On Via Ortega @ Cypress Hall
- On Via Ortega @ Shriram Center
- On Campus Drive @ Alvarado Row
- On Campus Drive @ Parking Lot L-17
- On Campus Drive @ Stock Farm Road
- On Page Mill Road @ Hansen Way
- 965 Page Mill Road @ Hansen Way
- On Welch Road @ Lucas Center For Imaging
- On Welch Road @ Comparative Medicine Pavilion
- On El Camino Real NB @ Park Avenue
- On Campus Drive @ Mayfield Avenue North
- On Olmsted Road @ Studio 6
- 3170 Porter Drive
- 3165 Porter Drive
- On Quarry Road @ Vineyard Lane
- On Campus Drive @ Mayfield Avenue South
- On Bowdoin Street @ Pine Hill Court
- Tresidder Union
- On Embarcadero Road @ Wildwood Lane
- On Embarcadero Road @ N California Avenue
- On Bowdoin Street @ Rains Building # 227
- Tresidder Union (Island)
- On Quarry Extension @ Roth Way
- On Campus Drive @ Parking Lot L-22
- On Campus Drive Across From Parking Lot L-22
- Oak Creek Apartments @ Building # 1824
- On Santa Teresa Street @ Thornton Center
- Oak Creek Apartments @ Club
- Oak Creek Apartments @ Building # 1704
- Oak Creek Apartments @ Building # 1470
- Oak Creek Apartments @ Building # 1380
- On Jane Stanford Way @ Memorial Auditorium
- On Santa Teresa Street @ Papua New Guinea Sculpture Garden
- On Campus Drive @ Sam McDonald Mall
- On Campus Dr @ Koret Plaza
- On Campus Drive @ Knight Management Center Garage
- On Campus Drive @ Maples Pavilion
- On Campus Drive @ Manzanita Field Garage
- On Campus Drive @ Serra Street
- On Serra Street @ EVGR 2 (C)
- On Serra Street @ Fire Department
- On Serra Street @ Hulme Court
- On Serra Street @ Pampas Lane
- SLAC Arrillaga Science Center (B057) (Restricted Access)
- SLAC LCLS Office Building (B901) (Restricted Access)
- Fremont Blvd & Mowry Ave
- Fremont Blvd & Mowry Ave
- Fremont Blvd & Tamayo St
- Fremont Blvd & Tamayo St
- On Porter Drive Near Page Mill Road
- 500 Pasteur Drive - HD Line
- California Avenue Caltrain
- On Jane Stanford Way @ ChEM-H Building
- 3460 Hillview Ave
- 1070 Arastradero
- Across From 1070 Arastradero Road
- On Hillview Ave @ Arastradero Rd
- 3373 Hillview Ave
- On Jane Stanford Way Across From ChEM-H Building
- On Santa Teresa Street @ Via Ortega
- On Santa Teresa Street @ Lagunita Court
- On Santa Teresa Street @ Governor’s Corner
- On Santa Teresa Street @ Los Arboles Avenue
- On Jane Stanford Way @ Hoover Tower
- On Olmsted Road @ Barnes Court West
- On Olmsted Road @ Barnes Court East
- On Olmsted Road @ Yale Street East
- On Olmsted Road @ Yale Street West
- University Circle @ Platform East
- 500 Pasteur Drive - MC Line
- University Circle @ Platform South
- On Galvez Street @ El Camino Real SB
- On El Camino Real NB @ Town & Country Village
- On El Camino Real SB Across From PAMF
- On El Camino Real NB @ PAMF
- University Circle @ Caltrain Platform
- On Quarry Road Across From Parking Lot L-3
- On Quarry Road @ Parking Lot L-3
- On Quarry Road Across From Psychiatry Building
- On Quarry Road @ Psychiatry Building
- On Quarry Extension @ Medical Center
- On Quarry Extension Across From Medical Center
- On Quarry Extension @ Grant Building
- On Jane Stanford Way @ Gilbert Biological Sciences
- On Galvez Street @ Visitor Center
- On Jane Stanford Way @ David Packard Electrical Engineering
- On Campus Drive @ Panama Street
- On Campus Drive @ Welch Road
- On Sand Hill Road Across From Sharon Park Drive
- On Sand Hill Road @ Sharon Park Drive
- Stock Farm Garage
- In Parking Lot L-18 @ Oak Road
- Across From Stock Farm Garage
- On Sand Hill Road @ Oak Creek Apartments
- On Sand Hill Road Across From Oak Creek Apartments
- On Jane Stanford Way @ Lasuen Mall
- Campus Oval
- On Jane Stanford Way @ Graduate School Of Business
- On Jane Stanford Way @ Schwab Residential Center
Over time
Overall score across the last 21 checks — unchanged since 2026-07-08.
Show the numbers
| Check | Score | Change |
|---|---|---|
| 2026-06-19 | 92.8 | first check |
| 2026-06-20 | 92.8 | no change |
| 2026-06-21 | 92.8 | no change |
| 2026-06-22 | 92.8 | no change |
| 2026-06-23 | 92.8 | no change |
| 2026-06-24 | 92.8 | no change |
| 2026-06-25 | 92.8 | no change |
| 2026-06-26 | 92.8 | no change |
| 2026-06-27 | 92.8 | no change |
| 2026-06-28 | 92.8 | no change |
| 2026-06-29 | 92.8 | no change |
| 2026-06-30 | 92.8 | no change |
| 2026-07-01 | 92.8 | no change |
| 2026-07-02 | 92.8 | no change |
| 2026-07-03 | 92.8 | no change |
| 2026-07-04 | 92.8 | no change |
| 2026-07-05 | 92.8 | no change |
| 2026-07-06 | 92.8 | no change |
| 2026-07-07 | 92.9 | up 0.1 |
| 2026-07-08 | 92.9 | no change |
| 2026-07-09 | 92.9 | no change |
What changed since your last check
- Correctness no change
- Freshness no change
- Rider experience no change
What changed in this feed
Overall grade and score held steady since 2026-07-08.
Same feed file as 2026-07-08; the published zip did not change.
Subscribe to this feed’s changes (Atom) to hear about grade drops in a reader, with no sign-up.
Everything we checked
- Warning257 instances
Equal shape distance same coordinates (flagged by the MobilityData validator).
See the linked rule for what this affects.
Fix: Review the rule documentation for 'equal_shape_distance_same_coordinates' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed. (Varies.)
Validator rule: equal_shape_distance_same_coordinates · See MobilityData GTFS Validator rules (opens the validator rules on an external site)
- Warning6 instances
Some rider-facing names are in ALL CAPS or all lowercase.
ALL-CAPS stop and headsign names are harder to read in apps and are read awkwardly by screen readers.
Fix: Use mixed case for stop names and headsigns (e.g. 'Main St & 2nd Ave', not 'MAIN ST & 2ND AVE'). (Often a bulk fix in your scheduling software.)
Validator rule: mixed_case_recommended_field · Read the fix guide · See MobilityData GTFS Validator rules (opens the validator rules on an external site)
- Warning1 instance
This feed models stations or entrances but has no pathways.txt.
Trip planners can't guide riders through the station, and there is no step-free route information for wheelchair users.
Fix: Add pathways.txt connecting entrances, platforms, and any elevators, with a level for each. (Worth it for multi-level or large stations; flat stops don't need it.)
Validator rule: scorecard_station_no_pathways · Read the fix guide · See GTFS Schedule reference (opens the GTFS Schedule reference on an external site)
- Info16 instances
Some files contain columns that are not part of the GTFS spec.
Harmless to riders, but apps ignore these columns and they can hide typos in real column names.
Fix: Check the flagged column names for misspellings of standard GTFS fields; remove them if they are vendor extras. (A quick look at the flagged files.)
Validator rule: unknown_column · Read the fix guide · See MobilityData GTFS Validator rules (opens the validator rules on an external site)
- Info5 instances
Big gap in service (flagged by the MobilityData validator).
See the linked rule for what this affects.
Fix: Review the rule documentation for 'big_gap_in_service' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed. (Varies.)
Agencies here usually clear this within about 1 week (based on 13 observed fixes).
Validator rule: big_gap_in_service · See MobilityData GTFS Validator rules (opens the validator rules on an external site)
- Info3 instances
Platform without parent station (flagged by the MobilityData validator).
See the linked rule for what this affects.
Fix: Review the rule documentation for 'platform_without_parent_station' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed. (Varies.)
Validator rule: platform_without_parent_station · See MobilityData GTFS Validator rules (opens the validator rules on an external site)
- Info1 instance
Unknown file (flagged by the MobilityData validator).
See the linked rule for what this affects.
Fix: Review the rule documentation for 'unknown_file' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed. (Varies.)
Agencies here usually clear this within about 1 week (based on 6 observed fixes).
Validator rule: unknown_file · Read the fix guide · See MobilityData GTFS Validator rules (opens the validator rules on an external site)
Beyond the grade
Opportunities that do not change your grade today: fare detail, on-demand service, and deeper accessibility data.
14 route badge(s) pair a color and text color below the WCAG 4.5:1 contrast bar (HD, OCA, SLAC, X Line, X Express AM, and more).
Consider: Adjust route_color or route_text_color so each pair clears 4.5:1. Often switching the text between black and white is enough.
143 stop name(s) use abbreviations or symbols a screen reader may mispronounce, with no spoken form set ("1070 Arastradero Road @ Front Door", "1070 Arastradero Road @ Side Door", "1290 Page Mill Road @ Hanover Street", and more).
Consider: Add tts_stop_name with the spoken form, e.g. 'Main Street and Second Avenue', for the affected stops.
This feed models stations or entrances but has no pathways.txt and levels.txt.
Consider: Add pathways.txt connecting entrances, platforms, and elevators, and levels.txt for each floor, so the step-free route is described.
NTD certification readiness Ready
Published at a public URL, valid, and current: the three things the NTD GTFS requirement asks of a feed all hold here. Only your own D-10 certification makes that official; this is a heads-up, not a determination.
- Published Ready
- Published at a public URL.
- Valid Ready
- Passes validation with no errors.
- Current Ready
- Service data covers the next 344 days.
- agency_id matches your NTD ID Not checked yet
- Setting your GTFS agency_id to your five-digit NTD ID is an optional way to line a feed up with its National Transit Database record. FTA links the two on your P-50 form, so it is not a required feed change. We don't have your NTD ID on file, so this is not checked yet.
- shapes.txt covers your trips Ready
- All 764 trips have a shape in shapes.txt.
In plain words: if you report to the federal transit database, you have to publish a working, up-to-date feed and confirm it once a year. This box is a heads-up on whether yours looks ready; it is not the official sign-off.
A readiness signal mapping this feed to the FTA National Transit Database GTFS requirement (Report Year 2023 onward: a public, valid, current feed, certified annually on the D-10). Aligning agency_id with your NTD ID lets the feed line up with your NTD record; the July 2025 final rule links the two on the P-50 form rather than requiring that feed change, and requires shapes.txt in the published GTFS: Full Reporters from Report Year 2025, and Reduced, Rural, and Tribal Reporters from Report Year 2026. Not an official determination; your certification is the official check.
Conformance mark Awarded
This feed earns the conformance mark: valid, current, and stating wheelchair access on nearly every stop and trip.
- Valid Met
- Passes validation with no errors.
- Current Met
- Service data covers the next 344 days.
- Accessible Met
- States wheelchair access on 100% of stops and 100% of trips.
In plain words: earn this mark when your feed passes validation, has not expired, and says whether nearly every stop and trip is wheelchair accessible.
A pass credential for a feed that is valid, current, and states wheelchair access on nearly every stop and trip. Accessibility here measures what the feed publishes, not whether a stop is physically usable. How the conformance mark works.
Clears the Google and Apple Maps four-week coverage bar. This feed has 344 days of service ahead, clearing the four-week (28-day) window Maps asks for. No validator errors either, so riders keep seeing this agency in their trip planners; warnings lower the grade here but do not remove a feed from Maps.
How this agency maps to the standards
A data-quality lens, not a compliance determination. Each category shows this feed's score and the standards it relates to: the FTA National Transit Database GTFS requirement, the MobilityData grading scheme, and the Google Transit gate. Read the full standards crosswalk.
In California, the published guideline is California Transit Data Guidelines. Caltrans' published quality guidelines and compliance checklist; this rubric is anchored to them.
California Minimum GTFS Guidelines checklist (6 of 6 measured items met)
The state's own Data Process Checklist, matched item by item to what this scorecard already measures. An item marked "not measured here" is real ground the checklist covers that this tool does not check; see the official checklist for the full picture.
- Meets Publish GTFS Schedule at a stable, automatically-fetchable URL
The published feed URL downloaded at the last check.
- Not measured here Implement required fields: Fares v2, text-to-speech stop names, shapes.txt, wheelchair_boarding, and Pathways where applicable
This scorecard measures wheelchair_boarding, shapes.txt coverage, fare data, and station pathways separately, below; it does not check the Fares v2 format specifically or text-to-speech stop names.
- Not measured here Achieve a passing score in every category of the MobilityData GTFS Grading Scheme v1
This scorecard automates a proxy for the Grading Scheme's rider-facing fields (see the standards crosswalk) rather than running the scheme itself, which grades by comparison to the real world by hand.
- Not measured here Publish changes to the base schedule at least one week ahead of every service change
This scorecard does not track a feed's publish history, so advance notice cannot be checked.
- Meets Produce no critical errors in the MobilityData GTFS Validator
Passes validation with no errors.
- Not measured here Publish Trip Updates, Vehicle Positions, and Alerts feeds
This scorecard checks realtime reachability and freshness overall; it does not check for all three feed types individually.
- Not measured here Update Trip Updates and Vehicle Positions at least every 20 seconds
This scorecard samples realtime freshness; it does not check this specific 20-second cadence.
- Not measured here Publish information for at least 99% of vehicles in service
This scorecard measures the share of scheduled trips represented in TripUpdates, a related but different figure than vehicle coverage.
- Not measured here Keep 100% of trip_ids consistent between Schedule and Realtime
This scorecard does not currently check trip_id consistency between the Schedule and Realtime feeds.
- Not measured here Produce no critical errors in the Center for Urban Transportation Research realtime validator
This scorecard does not run the CUTR realtime validator.
- Not measured here Publish accessible feed links on the agency or regional partner website
This scorecard does not check the agency's own website.
- Not measured here Register GTFS and GTFS-Realtime feeds with transit.land and the Mobility Database
This scorecard does not currently check aggregator registration for this section.
- Meets Designate a technical contact in feed_info.txt's feed_contact_email
feed_info.txt states a technical contact.
- Meets wheelchair_boarding stated on stops and trips
States wheelchair access on 100% of stops and 100% of trips.
- Meets shapes.txt with a shape for every trip
All 764 trips have a shape in shapes.txt.
- Meets Fare data published, or the service marked fare-free
Fare data is published.
- Correctness 84 / 100
- GTFS Schedule best practices, checked by the MobilityData validator. MobilityData grading: stop locations, route names and colors. Google Transit: a feed must pass validation to stay in Maps.
- Freshness 100 / 100
- The FTA National Transit Database expectation of a valid, current feed. Google Transit: an expired calendar drops the agency from Maps.
- Rider experience 100 / 100
- GTFS Best Practices for rider-facing fields. MobilityData grading: stop names and headsigns.
- Realtime quality Not yet published
- GTFS-Realtime best practices: a stable URL, high uptime, and frequent updates.
Cite this record
This page updates on every check. The record below does not: it is the dated file this grade came from, published at https://gtfsscorecard.org/data/artifacts/stanford-marguerite-shuttle-sms/2026-07-09.json and never overwritten, pinning the grade, category scores, rubric version, validator version, and the scored feed's sha256 as they stood on 2026-07-09. Use it in a board packet, an NTD narrative, or a research citation instead of linking the live page, whose content will differ on your next visit.
Citing the tool itself rather than one agency's record? Use the repo's CITATION.cff.