Massachusetts research universities: botability rankings

Botability scores, grades, and the most common failures for 12 Massachusetts research university websites, from ScanGov homepage scans.

  • Sites: 12
  • Last scan: 11/8/2026

R1 and R2 universities in Massachusetts, public and private together.

A 90

Average botability score of 12 fully scanned Massachusetts research university sites

6th

of 17 states, ranked by average botability score

12 of 12

Massachusetts research university sites fully scanned

B 89

Average botability score of all 2,687 fully scanned education sites

How Massachusetts botability scores are distributed

Smoothed distribution of the 12 fully scanned Massachusetts research university sites, score 0 to 100. Height shows how many sites score near each value.

Distribution of 12 scores. The data table lists counts by score range.

  • Massachusetts average
  • All education average
View the data table
How Massachusetts botability scores are distributed
Score rangeSites
0 to 90
10 to 190
20 to 290
30 to 390
40 to 490
50 to 590
60 to 690
70 to 791
80 to 892
90 to 1009

Massachusetts research universities by botability grade, compared with all education sites

Share of fully scanned sites in each grade band. Massachusetts research universities: 12 sites. All education: 2687 sites.

  1. MassachusettsA (90 to 100): 75% (9 sites)B to C (70 to 89): 25% (3 sites)
  2. All education sitesA (90 to 100): 71% (1,899 sites)B to C (70 to 89): 25% (660 sites)D to F (below 70): 5% (128 sites)
  • A (90 to 100)
  • B to C (70 to 89)
  • D to F (below 70)
View the data table
Massachusetts research universities by botability grade, compared with all education sites
GroupA (90 to 100)B to C (70 to 89)D to F (below 70)
Massachusetts75% (9)25% (3)0% (0)
All education sites71% (1,899)25% (660)5% (128)

Top 3 Massachusetts research university sites by botability score

#1 in Massachusetts · U.S. education rank 1

Clark University

A 100 botability

  • Accessibility A
  • Botability A
  • Security B
  • Usability B
  • Readability F

#1 in Massachusetts · U.S. education rank 1

Harvard University

A 100 botability

  • Accessibility A
  • Botability A
  • Security B
  • Usability A
  • Readability F

#1 in Massachusetts · U.S. education rank 1

University of Massachusetts-Boston

A 100 botability

  • Accessibility A
  • Botability A
  • Security A
  • Usability B
  • Readability A

Most common botability failures among Massachusetts research university sites

Share of the 12 fully scanned Massachusetts research university sites failing each check. A site can fail more than one check. Each check links to the sites failing it, or to its standard when we have no list yet.

  1. Sitemap in robots.txt42% (5 of 12 sites)
  2. Link text42% (5 of 12 sites)
  3. Sitemap status8% (1 of 12 sites)
  4. Sitemap XML8% (1 of 12 sites)
View the data table
Most common botability failures among Massachusetts research university sites
CheckShare failingSites failing
Sitemap in robots.txt42%5
Link text42%5
Sitemap status8%1
Sitemap XML8%1

What each check means

  • Sitemap in robots.txt. The robots.txt file links to the sitemap. Search engines take longer to find your pages.
  • Link text. Links use descriptive text that tells users and search engines where they go. Users cannot tell where links go.
  • Sitemap status. The sitemap file loads and returns a successful response. Search engines cannot find all your pages.
  • Sitemap XML. The sitemap file uses the required XML format. Search engines cannot read your sitemap.

Every education site with one problem

Research universities in Massachusetts by botability score

Research universities in Massachusetts ranked by botability score
Rank Site Checks passed Grade
1 clarku.edu
Clark University U.S. rank 1
11 of 11 checks pass A
1 harvard.edu
Harvard University U.S. rank 1
11 of 11 checks pass A
1 umb.edu
University of Massachusetts-Boston U.S. rank 1
11 of 11 checks pass A
1 umassd.edu
University of Massachusetts-Dartmouth U.S. rank 1
11 of 11 checks pass A
2 northeastern.edu
Northeastern University U.S. rank 2
10 of 11 checks pass A
2 tufts.edu
Tufts University U.S. rank 2
10 of 11 checks pass A
2 umass.edu
University of Massachusetts-Amherst U.S. rank 2
10 of 11 checks pass A
2 uml.edu
University of Massachusetts-Lowell U.S. rank 2
10 of 11 checks pass A
2 wpi.edu
Worcester Polytechnic Institute U.S. rank 2
10 of 11 checks pass A
3 bc.edu
Boston College U.S. rank 7
9 of 11 checks pass B
3 bu.edu
Boston University U.S. rank 7
9 of 11 checks pass B
4 web.mit.edu
Massachusetts Institute of Technology U.S. rank 11
8 of 11 checks pass C

About this data

ScanGov scans the homepage of each college and university site on our higher education list. Scores come from the checks in the ScanGov standards. Sites were scanned between 10/28/2026 and 11/8/2026. Each site's report shows its own scan date. A site counts as fully scanned when its homepage loaded and sent us its page content. Averages, grade shares, failure rates, and ranks use fully scanned sites only. Grades follow the ScanGov grade scale. Rank follows the ScanGov ranking method. The full dataset, with every county's raw results, is in the ScanGov data repository.

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